Add Dutchie AZ data pipeline and public API v1

- Add dutchie-az module with GraphQL product crawler, scheduler, and admin UI
- Add public API v1 endpoints (/api/v1/products, /categories, /brands, /specials, /menu)
- API key auth maps dispensary to dutchie_az store for per-dispensary data access
- Add frontend pages for Dutchie AZ stores, store details, and schedule management
- Update Layout with Dutchie AZ navigation section

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

backend/src/dutchie-az/README_DUTCHIE_AZ.md

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+# Dutchie AZ Pipeline
+
+## Overview
+
+The Dutchie AZ pipeline is the **only** authorized way to crawl Dutchie dispensary menus. It uses Dutchie's GraphQL API directly (no DOM scraping) and writes to an isolated database with a proper snapshot model.
+
+## Key Principles
+
+1. **GraphQL Only** - All Dutchie data is fetched via their FilteredProducts GraphQL API
+2. **Isolated Database** - Data lives in `dutchie_az_*` tables, NOT the legacy `products` table
+3. **Append-Only Snapshots** - Every crawl creates snapshots, never overwrites historical data
+4. **Stock Status Tracking** - Derived from `POSMetaData.children` inventory data
+5. **Missing Product Detection** - Products not in feed are marked with `isPresentInFeed=false`
+
+## Directory Structure
+
+```
+src/dutchie-az/
+├── db/
+│   ├── connection.ts     # Database connection pool
+│   └── schema.ts         # Table definitions and migrations
+├── routes/
+│   └── index.ts          # REST API endpoints
+├── services/
+│   ├── graphql-client.ts # Direct GraphQL fetch (Mode A + Mode B)
+│   ├── product-crawler.ts # Main crawler orchestration
+│   └── scheduler.ts      # Jittered scheduling with wandering intervals
+└── types/
+    └── index.ts          # TypeScript interfaces
+```
+
+## Data Model
+
+### Tables
+
+- **dispensaries** - Arizona Dutchie stores with `platform_dispensary_id`
+- **dutchie_products** - Canonical product identity (one row per product per store)
+- **dutchie_product_snapshots** - Historical state per crawl (append-only)
+- **job_schedules** - Scheduler configuration with jitter support
+- **job_run_logs** - Execution history
+
+### Stock Status
+
+The `stock_status` field is derived from `POSMetaData.children`:
+
+```typescript
+function deriveStockStatus(children?: POSChild[]): StockStatus {
+  if (!children || children.length === 0) return 'unknown';
+  const totalAvailable = children.reduce((sum, c) =>
+    sum + (c.quantityAvailable || 0), 0);
+  return totalAvailable > 0 ? 'in_stock' : 'out_of_stock';
+}
+```
+
+### Two-Mode Crawling
+
+Mode A (UI Parity):
+- `Status: null` - Returns what the UI shows
+- Best for "current inventory" snapshot
+
+Mode B (Max Coverage):
+- `Status: 'Active'` - Returns all active products
+- Catches items with `isBelowThreshold: true`
+
+Both modes are merged to get maximum product coverage.
+
+## API Endpoints
+
+All endpoints are mounted at `/api/dutchie-az/`:
+
+```
+GET  /api/dutchie-az/dispensaries           - List all dispensaries
+GET  /api/dutchie-az/dispensaries/:id       - Get dispensary details
+GET  /api/dutchie-az/products               - List products (with filters)
+GET  /api/dutchie-az/products/:id           - Get product with snapshots
+GET  /api/dutchie-az/products/:id/snapshots - Get product snapshot history
+POST /api/dutchie-az/crawl/:dispensaryId    - Trigger manual crawl
+GET  /api/dutchie-az/schedule               - Get scheduler status
+POST /api/dutchie-az/schedule/run           - Manually run scheduled jobs
+GET  /api/dutchie-az/stats                  - Dashboard statistics
+```
+
+## Scheduler
+
+The scheduler uses **jitter** to avoid detection patterns:
+
+```typescript
+// Each job has independent "wandering" timing
+interface JobSchedule {
+  base_interval_minutes: number;  // e.g., 240 (4 hours)
+  jitter_minutes: number;         // e.g., 30 (±30 min)
+  next_run_at: Date;              // Calculated with jitter after each run
+}
+```
+
+Jobs run when `next_run_at <= NOW()`. After completion, the next run is calculated:
+```
+next_run_at = NOW() + base_interval + random(-jitter, +jitter)
+```
+
+This prevents crawls from clustering at predictable times.
+
+## Manual Testing
+
+### Run a single dispensary crawl:
+
+```bash
+DATABASE_URL="..." npx tsx -e "
+const { crawlDispensaryProducts } = require('./src/dutchie-az/services/product-crawler');
+const { query } = require('./src/dutchie-az/db/connection');
+
+async function test() {
+  const { rows } = await query('SELECT * FROM dispensaries LIMIT 1');
+  if (!rows[0]) return console.log('No dispensaries found');
+
+  const result = await crawlDispensaryProducts(rows[0], 'rec', { useBothModes: true });
+  console.log(JSON.stringify(result, null, 2));
+}
+test();
+"
+```
+
+### Check stock status distribution:
+
+```sql
+SELECT stock_status, COUNT(*)
+FROM dutchie_products
+GROUP BY stock_status;
+```
+
+### View recent snapshots:
+
+```sql
+SELECT
+  p.name,
+  s.stock_status,
+  s.is_present_in_feed,
+  s.crawled_at
+FROM dutchie_product_snapshots s
+JOIN dutchie_products p ON p.id = s.dutchie_product_id
+ORDER BY s.crawled_at DESC
+LIMIT 20;
+```
+
+## Deprecated Code
+
+The following files are **DEPRECATED** and will throw errors if called:
+
+- `src/scrapers/dutchie-graphql.ts` - Wrote to legacy `products` table
+- `src/scrapers/dutchie-graphql-direct.ts` - Wrote to legacy `products` table
+- `src/scrapers/templates/dutchie.ts` - HTML/DOM scraper (unreliable)
+- `src/scraper-v2/engine.ts` DutchieSpider - DOM-based extraction
+
+If `store-crawl-orchestrator.ts` detects `provider='dutchie'` with `mode='production'`, it now routes to this dutchie-az pipeline automatically.
+
+## Integration with Legacy System
+
+The `store-crawl-orchestrator.ts` bridges the legacy stores system with dutchie-az:
+
+1. When a store has `product_provider='dutchie'` and `product_crawler_mode='production'`
+2. The orchestrator looks up the corresponding dispensary in `dutchie_az.dispensaries`
+3. It calls `crawlDispensaryProducts()` from the dutchie-az pipeline
+4. Results are logged but data stays in the dutchie_az tables
+
+To use the dutchie-az pipeline independently:
+- Navigate to `/dutchie-az-schedule` in the UI
+- Use the REST API endpoints directly
+- Run the scheduler service
+
+## Environment Variables
+
+```bash
+# Database connection for dutchie-az (same DB, separate tables)
+DATABASE_URL=postgresql://user:pass@host:port/database
+```
+
+## Troubleshooting
+
+### "Dispensary not found in dutchie-az database"
+
+The dispensary must exist in `dutchie_az.dispensaries` before crawling. Either:
+1. Run discovery to populate dispensaries
+2. Manually insert the dispensary with `platform_dispensary_id`
+
+### GraphQL returns empty products
+
+1. Check `platform_dispensary_id` is correct (the internal Dutchie ID, not slug)
+2. Verify the dispensary is online and has menu data
+3. Try both `rec` and `med` pricing types
+
+### Snapshots show `stock_status='unknown'`
+
+The product likely has no `POSMetaData.children` array. This happens for:
+- Products without inventory tracking
+- Manually managed inventory
+
+---
+
+Last updated: December 2025

backend/src/dutchie-az/config/dutchie.ts

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+/**
+ * Dutchie Configuration
+ *
+ * Centralized configuration for Dutchie GraphQL API interaction.
+ * Update hashes here when Dutchie changes their persisted query system.
+ */
+
+export const dutchieConfig = {
+  // ============================================================
+  // GRAPHQL PERSISTED QUERY HASHES
+  // ============================================================
+  //
+  // These hashes identify specific GraphQL operations.
+  // If Dutchie changes their schema, you may need to capture
+  // new hashes from live browser traffic (Network tab → graphql requests).
+
+  /** FilteredProducts - main product listing query */
+  filteredProductsHash: 'ee29c060826dc41c527e470e9ae502c9b2c169720faa0a9f5d25e1b9a530a4a0',
+
+  /** GetAddressBasedDispensaryData - resolve slug to internal ID */
+  getDispensaryDataHash: '13461f73abf7268770dfd05fe7e10c523084b2bb916a929c08efe3d87531977b',
+
+  /**
+   * ConsumerDispensaries - geo-based discovery
+   * NOTE: This is a placeholder guess. If discovery fails, either:
+   * 1. Capture the real hash from live traffic
+   * 2. Rely on known AZDHS slugs instead (set useDiscovery: false)
+   */
+  consumerDispensariesHash: '0a5bfa6ca1d64ae47bcccb7c8077c87147cbc4e6982c17ceec97a2a4948b311b',
+
+  // ============================================================
+  // BEHAVIOR FLAGS
+  // ============================================================
+
+  /** Enable geo-based discovery (false = use known AZDHS slugs only) */
+  useDiscovery: true,
+
+  /** Prefer GET requests (true) or POST (false). GET is default. */
+  preferGet: true,
+
+  /**
+   * Enable POST fallback when GET fails with 405 or blocked.
+   * If true, will retry failed GETs as POSTs.
+   */
+  enablePostFallback: true,
+
+  // ============================================================
+  // PAGINATION & RETRY
+  // ============================================================
+
+  /** Products per page for pagination */
+  perPage: 100,
+
+  /** Maximum pages to fetch (safety limit) */
+  maxPages: 200,
+
+  /** Number of retries for failed page fetches */
+  maxRetries: 1,
+
+  /** Delay between pages in ms */
+  pageDelayMs: 500,
+
+  /** Delay between modes in ms */
+  modeDelayMs: 2000,
+
+  // ============================================================
+  // HTTP HEADERS
+  // ============================================================
+
+  /** Default headers to mimic browser requests */
+  defaultHeaders: {
+    'accept': 'application/json, text/plain, */*',
+    'accept-language': 'en-US,en;q=0.9',
+    'apollographql-client-name': 'Marketplace (production)',
+  } as Record<string, string>,
+
+  /** User agent string */
+  userAgent:
+    'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36',
+
+  // ============================================================
+  // BROWSER LAUNCH OPTIONS
+  // ============================================================
+
+  browserArgs: [
+    '--no-sandbox',
+    '--disable-setuid-sandbox',
+    '--disable-dev-shm-usage',
+    '--disable-blink-features=AutomationControlled',
+  ],
+
+  /** Navigation timeout in ms */
+  navigationTimeout: 60000,
+
+  /** Initial page load delay in ms */
+  pageLoadDelay: 2000,
+};
+
+/**
+ * Get GraphQL hashes object for backward compatibility
+ */
+export const GRAPHQL_HASHES = {
+  FilteredProducts: dutchieConfig.filteredProductsHash,
+  GetAddressBasedDispensaryData: dutchieConfig.getDispensaryDataHash,
+  ConsumerDispensaries: dutchieConfig.consumerDispensariesHash,
+};
+
+/**
+ * Arizona geo centerpoints for discovery scans
+ */
+export const ARIZONA_CENTERPOINTS = [
+  { name: 'Phoenix', lat: 33.4484, lng: -112.074 },
+  { name: 'Tucson', lat: 32.2226, lng: -110.9747 },
+  { name: 'Flagstaff', lat: 35.1983, lng: -111.6513 },
+  { name: 'Mesa', lat: 33.4152, lng: -111.8315 },
+  { name: 'Scottsdale', lat: 33.4942, lng: -111.9261 },
+  { name: 'Tempe', lat: 33.4255, lng: -111.94 },
+  { name: 'Yuma', lat: 32.6927, lng: -114.6277 },
+  { name: 'Prescott', lat: 34.54, lng: -112.4685 },
+  { name: 'Lake Havasu', lat: 34.4839, lng: -114.3224 },
+  { name: 'Sierra Vista', lat: 31.5455, lng: -110.2773 },
+];

backend/src/dutchie-az/db/connection.ts

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+/**
+ * Dutchie AZ Database Connection
+ *
+ * Isolated database connection for Dutchie Arizona data.
+ * Uses a separate database/schema to prevent cross-contamination with main app data.
+ */
+
+import { Pool, PoolClient } from 'pg';
+
+// Environment variable for Dutchie AZ database (falls back to main DB with schema prefix)
+const DUTCHIE_AZ_DATABASE_URL =
+  process.env.DUTCHIE_AZ_DATABASE_URL ||
+  process.env.DATABASE_URL ||
+  'postgresql://dutchie:dutchie_local_pass@localhost:54320/dutchie_az';
+
+let pool: Pool | null = null;
+
+/**
+ * Get the Dutchie AZ database pool (singleton)
+ */
+export function getDutchieAZPool(): Pool {
+  if (!pool) {
+    pool = new Pool({
+      connectionString: DUTCHIE_AZ_DATABASE_URL,
+      max: 10,
+      idleTimeoutMillis: 30000,
+      connectionTimeoutMillis: 5000,
+    });
+
+    pool.on('error', (err) => {
+      console.error('[DutchieAZ DB] Unexpected error on idle client:', err);
+    });
+
+    console.log('[DutchieAZ DB] Pool initialized');
+  }
+  return pool;
+}
+
+/**
+ * Execute a query on the Dutchie AZ database
+ */
+export async function query<T = any>(text: string, params?: any[]): Promise<{ rows: T[]; rowCount: number }> {
+  const p = getDutchieAZPool();
+  const result = await p.query(text, params);
+  return { rows: result.rows as T[], rowCount: result.rowCount || 0 };
+}
+
+/**
+ * Get a client from the pool for transaction use
+ */
+export async function getClient(): Promise<PoolClient> {
+  const p = getDutchieAZPool();
+  return p.connect();
+}
+
+/**
+ * Close the pool connection
+ */
+export async function closePool(): Promise<void> {
+  if (pool) {
+    await pool.end();
+    pool = null;
+    console.log('[DutchieAZ DB] Pool closed');
+  }
+}
+
+/**
+ * Check if the database is accessible
+ */
+export async function healthCheck(): Promise<boolean> {
+  try {
+    const result = await query('SELECT 1 as ok');
+    return result.rows.length > 0 && result.rows[0].ok === 1;
+  } catch (error) {
+    console.error('[DutchieAZ DB] Health check failed:', error);
+    return false;
+  }
+}

backend/src/dutchie-az/db/schema.ts

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+/**
+ * Dutchie AZ Database Schema
+ *
+ * Creates all tables for the isolated Dutchie Arizona data pipeline.
+ * Run this to initialize the dutchie_az database.
+ */
+
+import { query, getClient } from './connection';
+
+/**
+ * SQL statements to create all tables
+ */
+const SCHEMA_SQL = `
+-- ============================================================
+-- DISPENSARIES TABLE
+-- Stores discovered Dutchie dispensaries in Arizona
+-- ============================================================
+CREATE TABLE IF NOT EXISTS dispensaries (
+  id SERIAL PRIMARY KEY,
+  platform VARCHAR(20) NOT NULL DEFAULT 'dutchie',
+  name VARCHAR(255) NOT NULL,
+  slug VARCHAR(255) NOT NULL,
+  city VARCHAR(100) NOT NULL,
+  state VARCHAR(10) NOT NULL DEFAULT 'AZ',
+  postal_code VARCHAR(20),
+  address TEXT,
+  latitude DECIMAL(10, 7),
+  longitude DECIMAL(10, 7),
+  platform_dispensary_id VARCHAR(100),
+  is_delivery BOOLEAN DEFAULT false,
+  is_pickup BOOLEAN DEFAULT true,
+  raw_metadata JSONB,
+  last_crawled_at TIMESTAMPTZ,
+  product_count INTEGER DEFAULT 0,
+  created_at TIMESTAMPTZ DEFAULT NOW(),
+  updated_at TIMESTAMPTZ DEFAULT NOW(),
+
+  CONSTRAINT uk_dispensaries_platform_slug UNIQUE (platform, slug, city, state)
+);
+
+CREATE INDEX IF NOT EXISTS idx_dispensaries_platform ON dispensaries(platform);
+CREATE INDEX IF NOT EXISTS idx_dispensaries_platform_id ON dispensaries(platform_dispensary_id);
+CREATE INDEX IF NOT EXISTS idx_dispensaries_state ON dispensaries(state);
+CREATE INDEX IF NOT EXISTS idx_dispensaries_city ON dispensaries(city);
+
+-- ============================================================
+-- DUTCHIE_PRODUCTS TABLE
+-- Canonical product identity per store
+-- ============================================================
+CREATE TABLE IF NOT EXISTS dutchie_products (
+  id SERIAL PRIMARY KEY,
+  dispensary_id INTEGER NOT NULL REFERENCES dispensaries(id) ON DELETE CASCADE,
+  platform VARCHAR(20) NOT NULL DEFAULT 'dutchie',
+
+  external_product_id VARCHAR(100) NOT NULL,
+  platform_dispensary_id VARCHAR(100) NOT NULL,
+  c_name VARCHAR(500),
+  name VARCHAR(500) NOT NULL,
+
+  -- Brand
+  brand_name VARCHAR(255),
+  brand_id VARCHAR(100),
+  brand_logo_url TEXT,
+
+  -- Classification
+  type VARCHAR(100),
+  subcategory VARCHAR(100),
+  strain_type VARCHAR(50),
+  provider VARCHAR(100),
+
+  -- Potency
+  thc DECIMAL(10, 4),
+  thc_content DECIMAL(10, 4),
+  cbd DECIMAL(10, 4),
+  cbd_content DECIMAL(10, 4),
+  cannabinoids_v2 JSONB,
+  effects JSONB,
+
+  -- Status / flags
+  status VARCHAR(50),
+  medical_only BOOLEAN DEFAULT false,
+  rec_only BOOLEAN DEFAULT false,
+  featured BOOLEAN DEFAULT false,
+  coming_soon BOOLEAN DEFAULT false,
+  certificate_of_analysis_enabled BOOLEAN DEFAULT false,
+
+  is_below_threshold BOOLEAN DEFAULT false,
+  is_below_kiosk_threshold BOOLEAN DEFAULT false,
+  options_below_threshold BOOLEAN DEFAULT false,
+  options_below_kiosk_threshold BOOLEAN DEFAULT false,
+
+  -- Derived stock status: 'in_stock', 'out_of_stock', 'unknown'
+  stock_status VARCHAR(20) DEFAULT 'unknown',
+  total_quantity_available INTEGER DEFAULT 0,
+
+  -- Images
+  primary_image_url TEXT,
+  images JSONB,
+
+  -- Misc
+  measurements JSONB,
+  weight VARCHAR(50),
+  past_c_names TEXT[],
+
+  created_at_dutchie TIMESTAMPTZ,
+  updated_at_dutchie TIMESTAMPTZ,
+
+  latest_raw_payload JSONB,
+
+  created_at TIMESTAMPTZ DEFAULT NOW(),
+  updated_at TIMESTAMPTZ DEFAULT NOW(),
+
+  CONSTRAINT uk_dutchie_products UNIQUE (dispensary_id, external_product_id)
+);
+
+CREATE INDEX IF NOT EXISTS idx_dutchie_products_dispensary ON dutchie_products(dispensary_id);
+CREATE INDEX IF NOT EXISTS idx_dutchie_products_external_id ON dutchie_products(external_product_id);
+CREATE INDEX IF NOT EXISTS idx_dutchie_products_platform_disp ON dutchie_products(platform_dispensary_id);
+CREATE INDEX IF NOT EXISTS idx_dutchie_products_brand ON dutchie_products(brand_name);
+CREATE INDEX IF NOT EXISTS idx_dutchie_products_type ON dutchie_products(type);
+CREATE INDEX IF NOT EXISTS idx_dutchie_products_subcategory ON dutchie_products(subcategory);
+CREATE INDEX IF NOT EXISTS idx_dutchie_products_status ON dutchie_products(status);
+CREATE INDEX IF NOT EXISTS idx_dutchie_products_strain ON dutchie_products(strain_type);
+CREATE INDEX IF NOT EXISTS idx_dutchie_products_stock_status ON dutchie_products(stock_status);
+
+-- ============================================================
+-- DUTCHIE_PRODUCT_SNAPSHOTS TABLE
+-- Historical state per crawl, includes options[]
+-- ============================================================
+CREATE TABLE IF NOT EXISTS dutchie_product_snapshots (
+  id SERIAL PRIMARY KEY,
+  dutchie_product_id INTEGER NOT NULL REFERENCES dutchie_products(id) ON DELETE CASCADE,
+  dispensary_id INTEGER NOT NULL REFERENCES dispensaries(id) ON DELETE CASCADE,
+  platform_dispensary_id VARCHAR(100) NOT NULL,
+  external_product_id VARCHAR(100) NOT NULL,
+  pricing_type VARCHAR(20) DEFAULT 'unknown',
+  crawl_mode VARCHAR(20) DEFAULT 'mode_a',  -- 'mode_a' (UI parity) or 'mode_b' (max coverage)
+
+  status VARCHAR(50),
+  featured BOOLEAN DEFAULT false,
+  special BOOLEAN DEFAULT false,
+  medical_only BOOLEAN DEFAULT false,
+  rec_only BOOLEAN DEFAULT false,
+
+  -- Flag indicating if product was present in feed (false = missing_from_feed snapshot)
+  is_present_in_feed BOOLEAN DEFAULT true,
+
+  -- Derived stock status
+  stock_status VARCHAR(20) DEFAULT 'unknown',
+
+  -- Price summary (in cents)
+  rec_min_price_cents INTEGER,
+  rec_max_price_cents INTEGER,
+  rec_min_special_price_cents INTEGER,
+  med_min_price_cents INTEGER,
+  med_max_price_cents INTEGER,
+  med_min_special_price_cents INTEGER,
+  wholesale_min_price_cents INTEGER,
+
+  -- Inventory summary
+  total_quantity_available INTEGER,
+  total_kiosk_quantity_available INTEGER,
+  manual_inventory BOOLEAN DEFAULT false,
+  is_below_threshold BOOLEAN DEFAULT false,
+  is_below_kiosk_threshold BOOLEAN DEFAULT false,
+
+  -- Option-level data (from POSMetaData.children)
+  options JSONB,
+
+  -- Full raw product node
+  raw_payload JSONB NOT NULL,
+
+  crawled_at TIMESTAMPTZ NOT NULL,
+  created_at TIMESTAMPTZ DEFAULT NOW(),
+  updated_at TIMESTAMPTZ DEFAULT NOW()
+);
+
+CREATE INDEX IF NOT EXISTS idx_snapshots_product ON dutchie_product_snapshots(dutchie_product_id);
+CREATE INDEX IF NOT EXISTS idx_snapshots_dispensary ON dutchie_product_snapshots(dispensary_id);
+CREATE INDEX IF NOT EXISTS idx_snapshots_crawled_at ON dutchie_product_snapshots(crawled_at);
+CREATE INDEX IF NOT EXISTS idx_snapshots_platform_disp ON dutchie_product_snapshots(platform_dispensary_id);
+CREATE INDEX IF NOT EXISTS idx_snapshots_external_id ON dutchie_product_snapshots(external_product_id);
+CREATE INDEX IF NOT EXISTS idx_snapshots_special ON dutchie_product_snapshots(special) WHERE special = true;
+CREATE INDEX IF NOT EXISTS idx_snapshots_stock_status ON dutchie_product_snapshots(stock_status);
+CREATE INDEX IF NOT EXISTS idx_snapshots_crawl_mode ON dutchie_product_snapshots(crawl_mode);
+
+-- ============================================================
+-- CRAWL_JOBS TABLE
+-- Tracks crawl execution status
+-- ============================================================
+CREATE TABLE IF NOT EXISTS crawl_jobs (
+  id SERIAL PRIMARY KEY,
+  job_type VARCHAR(50) NOT NULL,
+  dispensary_id INTEGER REFERENCES dispensaries(id) ON DELETE SET NULL,
+  status VARCHAR(20) NOT NULL DEFAULT 'pending',
+  started_at TIMESTAMPTZ,
+  completed_at TIMESTAMPTZ,
+  error_message TEXT,
+  products_found INTEGER,
+  snapshots_created INTEGER,
+  metadata JSONB,
+  created_at TIMESTAMPTZ DEFAULT NOW(),
+  updated_at TIMESTAMPTZ DEFAULT NOW()
+);
+
+CREATE INDEX IF NOT EXISTS idx_crawl_jobs_type ON crawl_jobs(job_type);
+CREATE INDEX IF NOT EXISTS idx_crawl_jobs_status ON crawl_jobs(status);
+CREATE INDEX IF NOT EXISTS idx_crawl_jobs_dispensary ON crawl_jobs(dispensary_id);
+CREATE INDEX IF NOT EXISTS idx_crawl_jobs_created ON crawl_jobs(created_at);
+
+-- ============================================================
+-- JOB_SCHEDULES TABLE
+-- Stores schedule configuration for recurring jobs with jitter support
+-- Each job has independent timing that "wanders" over time
+-- ============================================================
+CREATE TABLE IF NOT EXISTS job_schedules (
+  id SERIAL PRIMARY KEY,
+  job_name VARCHAR(100) NOT NULL UNIQUE,
+  description TEXT,
+  enabled BOOLEAN DEFAULT true,
+
+  -- Timing configuration (jitter makes times "wander")
+  base_interval_minutes INTEGER NOT NULL DEFAULT 240,  -- e.g., 4 hours
+  jitter_minutes INTEGER NOT NULL DEFAULT 30,          -- e.g., ±30 min
+
+  -- Last run tracking
+  last_run_at TIMESTAMPTZ,
+  last_status VARCHAR(20),  -- 'success', 'error', 'partial', 'running'
+  last_error_message TEXT,
+  last_duration_ms INTEGER,
+
+  -- Next run (calculated with jitter after each run)
+  next_run_at TIMESTAMPTZ,
+
+  -- Additional config
+  job_config JSONB,  -- e.g., { pricingType: 'rec', useBothModes: true }
+
+  created_at TIMESTAMPTZ DEFAULT NOW(),
+  updated_at TIMESTAMPTZ DEFAULT NOW()
+);
+
+CREATE INDEX IF NOT EXISTS idx_job_schedules_enabled ON job_schedules(enabled);
+CREATE INDEX IF NOT EXISTS idx_job_schedules_next_run ON job_schedules(next_run_at);
+
+-- ============================================================
+-- JOB_RUN_LOGS TABLE
+-- Stores history of job runs for monitoring
+-- ============================================================
+CREATE TABLE IF NOT EXISTS job_run_logs (
+  id SERIAL PRIMARY KEY,
+  schedule_id INTEGER NOT NULL REFERENCES job_schedules(id) ON DELETE CASCADE,
+  job_name VARCHAR(100) NOT NULL,
+  status VARCHAR(20) NOT NULL,  -- 'pending', 'running', 'success', 'error', 'partial'
+  started_at TIMESTAMPTZ,
+  completed_at TIMESTAMPTZ,
+  duration_ms INTEGER,
+  error_message TEXT,
+
+  -- Results summary
+  items_processed INTEGER,
+  items_succeeded INTEGER,
+  items_failed INTEGER,
+
+  metadata JSONB,  -- Additional run details
+
+  created_at TIMESTAMPTZ DEFAULT NOW()
+);
+
+CREATE INDEX IF NOT EXISTS idx_job_run_logs_schedule ON job_run_logs(schedule_id);
+CREATE INDEX IF NOT EXISTS idx_job_run_logs_job_name ON job_run_logs(job_name);
+CREATE INDEX IF NOT EXISTS idx_job_run_logs_status ON job_run_logs(status);
+CREATE INDEX IF NOT EXISTS idx_job_run_logs_created ON job_run_logs(created_at);
+
+-- ============================================================
+-- VIEWS FOR EASY QUERYING
+-- ============================================================
+
+-- Categories derived from products
+CREATE OR REPLACE VIEW v_categories AS
+SELECT
+  type,
+  subcategory,
+  COUNT(DISTINCT id) as product_count,
+  COUNT(DISTINCT dispensary_id) as dispensary_count,
+  AVG(thc) as avg_thc,
+  MIN(thc) as min_thc,
+  MAX(thc) as max_thc
+FROM dutchie_products
+WHERE type IS NOT NULL
+GROUP BY type, subcategory
+ORDER BY type, subcategory;
+
+-- Brands derived from products
+CREATE OR REPLACE VIEW v_brands AS
+SELECT
+  brand_name,
+  brand_id,
+  MAX(brand_logo_url) as brand_logo_url,
+  COUNT(DISTINCT id) as product_count,
+  COUNT(DISTINCT dispensary_id) as dispensary_count,
+  ARRAY_AGG(DISTINCT type) FILTER (WHERE type IS NOT NULL) as product_types
+FROM dutchie_products
+WHERE brand_name IS NOT NULL
+GROUP BY brand_name, brand_id
+ORDER BY product_count DESC;
+
+-- Latest snapshot per product (most recent crawl data)
+CREATE OR REPLACE VIEW v_latest_snapshots AS
+SELECT DISTINCT ON (dutchie_product_id)
+  s.*
+FROM dutchie_product_snapshots s
+ORDER BY dutchie_product_id, crawled_at DESC;
+
+-- Dashboard stats
+CREATE OR REPLACE VIEW v_dashboard_stats AS
+SELECT
+  (SELECT COUNT(*) FROM dispensaries WHERE state = 'AZ') as dispensary_count,
+  (SELECT COUNT(*) FROM dutchie_products) as product_count,
+  (SELECT COUNT(*) FROM dutchie_product_snapshots WHERE crawled_at > NOW() - INTERVAL '24 hours') as snapshots_24h,
+  (SELECT MAX(crawled_at) FROM dutchie_product_snapshots) as last_crawl_time,
+  (SELECT COUNT(*) FROM crawl_jobs WHERE status = 'failed' AND created_at > NOW() - INTERVAL '24 hours') as failed_jobs_24h,
+  (SELECT COUNT(DISTINCT brand_name) FROM dutchie_products WHERE brand_name IS NOT NULL) as brand_count,
+  (SELECT COUNT(DISTINCT (type, subcategory)) FROM dutchie_products WHERE type IS NOT NULL) as category_count;
+`;
+
+/**
+ * Run the schema migration
+ */
+export async function createSchema(): Promise<void> {
+  console.log('[DutchieAZ Schema] Creating database schema...');
+
+  const client = await getClient();
+
+  try {
+    await client.query('BEGIN');
+
+    // Split into individual statements and execute
+    const statements = SCHEMA_SQL
+      .split(';')
+      .map(s => s.trim())
+      .filter(s => s.length > 0 && !s.startsWith('--'));
+
+    for (const statement of statements) {
+      if (statement.trim()) {
+        await client.query(statement + ';');
+      }
+    }
+
+    await client.query('COMMIT');
+    console.log('[DutchieAZ Schema] Schema created successfully');
+  } catch (error) {
+    await client.query('ROLLBACK');
+    console.error('[DutchieAZ Schema] Failed to create schema:', error);
+    throw error;
+  } finally {
+    client.release();
+  }
+}
+
+/**
+ * Drop all tables (for development/testing)
+ */
+export async function dropSchema(): Promise<void> {
+  console.log('[DutchieAZ Schema] Dropping all tables...');
+
+  await query(`
+    DROP VIEW IF EXISTS v_dashboard_stats CASCADE;
+    DROP VIEW IF EXISTS v_latest_snapshots CASCADE;
+    DROP VIEW IF EXISTS v_brands CASCADE;
+    DROP VIEW IF EXISTS v_categories CASCADE;
+    DROP TABLE IF EXISTS crawl_schedule CASCADE;
+    DROP TABLE IF EXISTS crawl_jobs CASCADE;
+    DROP TABLE IF EXISTS dutchie_product_snapshots CASCADE;
+    DROP TABLE IF EXISTS dutchie_products CASCADE;
+    DROP TABLE IF EXISTS dispensaries CASCADE;
+  `);
+
+  console.log('[DutchieAZ Schema] All tables dropped');
+}
+
+/**
+ * Check if schema exists
+ */
+export async function schemaExists(): Promise<boolean> {
+  try {
+    const result = await query(`
+      SELECT EXISTS (
+        SELECT FROM information_schema.tables
+        WHERE table_name = 'dispensaries'
+      ) as exists
+    `);
+    return result.rows[0]?.exists === true;
+  } catch (error) {
+    return false;
+  }
+}
+
+/**
+ * Initialize schema if it doesn't exist
+ */
+export async function ensureSchema(): Promise<void> {
+  const exists = await schemaExists();
+  if (!exists) {
+    await createSchema();
+  } else {
+    console.log('[DutchieAZ Schema] Schema already exists');
+  }
+}

backend/src/dutchie-az/index.ts

@@ -0,0 +1,91 @@
+/**
+ * Dutchie AZ Data Pipeline
+ *
+ * Isolated data pipeline for crawling and storing Dutchie Arizona dispensary data.
+ * This module is completely separate from the main application database.
+ *
+ * Features:
+ * - Two-mode crawling (Mode A: UI parity, Mode B: MAX COVERAGE)
+ * - Derived stockStatus field (in_stock, out_of_stock, unknown)
+ * - Full raw payload storage for 100% data preservation
+ * - AZDHS dispensary list as canonical source
+ */
+
+// Types
+export * from './types';
+
+// Database
+export {
+  getDutchieAZPool,
+  query,
+  getClient,
+  closePool,
+  healthCheck,
+} from './db/connection';
+
+export {
+  createSchema,
+  dropSchema,
+  schemaExists,
+  ensureSchema,
+} from './db/schema';
+
+// Services - GraphQL Client
+export {
+  GRAPHQL_HASHES,
+  ARIZONA_CENTERPOINTS,
+  resolveDispensaryId,
+  fetchAllProducts,
+  fetchAllProductsBothModes,
+  discoverDispensaries,
+  discoverArizonaDispensaries,
+} from './services/graphql-client';
+
+// Services - Discovery
+export {
+  importFromExistingDispensaries,
+  discoverDispensaries as discoverAndSaveDispensaries,
+  resolvePlatformDispensaryIds,
+  getAllDispensaries,
+  getDispensaryById,
+  getDispensariesWithPlatformIds,
+} from './services/discovery';
+
+// Services - Product Crawler
+export {
+  normalizeProduct,
+  normalizeSnapshot,
+  crawlDispensaryProducts,
+  crawlAllArizonaDispensaries,
+} from './services/product-crawler';
+
+export type { CrawlResult } from './services/product-crawler';
+
+// Services - Scheduler
+export {
+  startScheduler,
+  stopScheduler,
+  triggerImmediateCrawl,
+  getSchedulerStatus,
+  crawlSingleDispensary,
+  // Schedule config CRUD
+  getAllSchedules,
+  getScheduleById,
+  createSchedule,
+  updateSchedule,
+  deleteSchedule,
+  triggerScheduleNow,
+  initializeDefaultSchedules,
+  // Run logs
+  getRunLogs,
+} from './services/scheduler';
+
+// Services - AZDHS Import
+export {
+  importAZDHSDispensaries,
+  importFromJSON,
+  getImportStats,
+} from './services/azdhs-import';
+
+// Routes
+export { default as dutchieAZRouter } from './routes';

backend/src/dutchie-az/services/azdhs-import.ts

@@ -0,0 +1,258 @@
+/**
+ * AZDHS Import Service
+ *
+ * Imports Arizona dispensaries from the main database's dispensaries table
+ * (which was populated from AZDHS data) into the isolated Dutchie AZ database.
+ *
+ * This establishes the canonical list of AZ dispensaries to match against Dutchie.
+ */
+
+import { Pool } from 'pg';
+import { query as dutchieQuery } from '../db/connection';
+import { Dispensary } from '../types';
+
+// Main database connection (source of AZDHS data)
+const MAIN_DATABASE_URL =
+  process.env.DATABASE_URL ||
+  'postgresql://dutchie:dutchie_local_pass@localhost:54320/dutchie_menus';
+
+/**
+ * AZDHS dispensary record from the main database
+ */
+interface AZDHSDispensary {
+  id: number;
+  azdhs_id: number;
+  name: string;
+  company_name?: string;
+  address?: string;
+  city: string;
+  state: string;
+  zip?: string;
+  latitude?: number;
+  longitude?: number;
+  dba_name?: string;
+  phone?: string;
+  email?: string;
+  website?: string;
+  google_rating?: string;
+  google_review_count?: number;
+  slug: string;
+  menu_provider?: string;
+  product_provider?: string;
+  created_at: Date;
+  updated_at: Date;
+}
+
+/**
+ * Import result statistics
+ */
+interface ImportResult {
+  total: number;
+  imported: number;
+  skipped: number;
+  errors: string[];
+}
+
+/**
+ * Create a temporary connection to the main database
+ */
+function getMainDBPool(): Pool {
+  return new Pool({
+    connectionString: MAIN_DATABASE_URL,
+    max: 5,
+    idleTimeoutMillis: 30000,
+    connectionTimeoutMillis: 5000,
+  });
+}
+
+/**
+ * Fetch all AZ dispensaries from the main database
+ */
+async function fetchAZDHSDispensaries(): Promise<AZDHSDispensary[]> {
+  const pool = getMainDBPool();
+
+  try {
+    const result = await pool.query<AZDHSDispensary>(`
+      SELECT
+        id, azdhs_id, name, company_name, address, city, state, zip,
+        latitude, longitude, dba_name, phone, email, website,
+        google_rating, google_review_count, slug,
+        menu_provider, product_provider,
+        created_at, updated_at
+      FROM dispensaries
+      WHERE state = 'AZ'
+      ORDER BY id
+    `);
+
+    return result.rows;
+  } finally {
+    await pool.end();
+  }
+}
+
+/**
+ * Import a single dispensary into the Dutchie AZ database
+ */
+async function importDispensary(disp: AZDHSDispensary): Promise<number> {
+  const result = await dutchieQuery<{ id: number }>(
+    `
+    INSERT INTO dispensaries (
+      platform, name, slug, city, state, postal_code, address,
+      latitude, longitude, is_delivery, is_pickup, raw_metadata, updated_at
+    ) VALUES (
+      $1, $2, $3, $4, $5, $6, $7,
+      $8, $9, $10, $11, $12, NOW()
+    )
+    ON CONFLICT (platform, slug, city, state) DO UPDATE SET
+      name = EXCLUDED.name,
+      postal_code = EXCLUDED.postal_code,
+      address = EXCLUDED.address,
+      latitude = EXCLUDED.latitude,
+      longitude = EXCLUDED.longitude,
+      raw_metadata = EXCLUDED.raw_metadata,
+      updated_at = NOW()
+    RETURNING id
+    `,
+    [
+      'dutchie', // Will be updated when Dutchie match is found
+      disp.dba_name || disp.name,
+      disp.slug,
+      disp.city,
+      disp.state,
+      disp.zip,
+      disp.address,
+      disp.latitude,
+      disp.longitude,
+      false, // is_delivery - unknown
+      true, // is_pickup - assume true
+      JSON.stringify({
+        azdhs_id: disp.azdhs_id,
+        main_db_id: disp.id,
+        company_name: disp.company_name,
+        phone: disp.phone,
+        email: disp.email,
+        website: disp.website,
+        google_rating: disp.google_rating,
+        google_review_count: disp.google_review_count,
+        menu_provider: disp.menu_provider,
+        product_provider: disp.product_provider,
+      }),
+    ]
+  );
+
+  return result.rows[0].id;
+}
+
+/**
+ * Import all AZDHS dispensaries into the Dutchie AZ database
+ */
+export async function importAZDHSDispensaries(): Promise<ImportResult> {
+  console.log('[AZDHS Import] Starting import from main database...');
+
+  const result: ImportResult = {
+    total: 0,
+    imported: 0,
+    skipped: 0,
+    errors: [],
+  };
+
+  try {
+    const dispensaries = await fetchAZDHSDispensaries();
+    result.total = dispensaries.length;
+
+    console.log(`[AZDHS Import] Found ${dispensaries.length} AZ dispensaries in main DB`);
+
+    for (const disp of dispensaries) {
+      try {
+        const id = await importDispensary(disp);
+        result.imported++;
+        console.log(`[AZDHS Import] Imported: ${disp.name} (${disp.city}) -> id=${id}`);
+      } catch (error: any) {
+        if (error.message.includes('duplicate')) {
+          result.skipped++;
+        } else {
+          result.errors.push(`${disp.name}: ${error.message}`);
+        }
+      }
+    }
+  } catch (error: any) {
+    result.errors.push(`Failed to fetch from main DB: ${error.message}`);
+  }
+
+  console.log(`[AZDHS Import] Complete: ${result.imported} imported, ${result.skipped} skipped, ${result.errors.length} errors`);
+  return result;
+}
+
+/**
+ * Import dispensaries from JSON file (backup export)
+ */
+export async function importFromJSON(jsonPath: string): Promise<ImportResult> {
+  console.log(`[AZDHS Import] Importing from JSON: ${jsonPath}`);
+
+  const result: ImportResult = {
+    total: 0,
+    imported: 0,
+    skipped: 0,
+    errors: [],
+  };
+
+  try {
+    const fs = await import('fs/promises');
+    const data = await fs.readFile(jsonPath, 'utf-8');
+    const dispensaries: AZDHSDispensary[] = JSON.parse(data);
+
+    result.total = dispensaries.length;
+    console.log(`[AZDHS Import] Found ${dispensaries.length} dispensaries in JSON file`);
+
+    for (const disp of dispensaries) {
+      try {
+        const id = await importDispensary(disp);
+        result.imported++;
+      } catch (error: any) {
+        if (error.message.includes('duplicate')) {
+          result.skipped++;
+        } else {
+          result.errors.push(`${disp.name}: ${error.message}`);
+        }
+      }
+    }
+  } catch (error: any) {
+    result.errors.push(`Failed to read JSON file: ${error.message}`);
+  }
+
+  console.log(`[AZDHS Import] Complete: ${result.imported} imported, ${result.skipped} skipped`);
+  return result;
+}
+
+/**
+ * Get import statistics
+ */
+export async function getImportStats(): Promise<{
+  totalDispensaries: number;
+  withPlatformIds: number;
+  withoutPlatformIds: number;
+  lastImportedAt?: Date;
+}> {
+  const { rows } = await dutchieQuery<{
+    total: string;
+    with_platform_id: string;
+    without_platform_id: string;
+    last_updated: Date;
+  }>(`
+    SELECT
+      COUNT(*) as total,
+      COUNT(platform_dispensary_id) as with_platform_id,
+      COUNT(*) - COUNT(platform_dispensary_id) as without_platform_id,
+      MAX(updated_at) as last_updated
+    FROM dispensaries
+    WHERE state = 'AZ'
+  `);
+
+  const stats = rows[0];
+  return {
+    totalDispensaries: parseInt(stats.total, 10),
+    withPlatformIds: parseInt(stats.with_platform_id, 10),
+    withoutPlatformIds: parseInt(stats.without_platform_id, 10),
+    lastImportedAt: stats.last_updated,
+  };
+}

backend/src/dutchie-az/services/discovery.ts

@@ -0,0 +1,230 @@
+/**
+ * Dutchie AZ Discovery Service
+ *
+ * Discovers and manages dispensaries from Dutchie for Arizona.
+ */
+
+import { query, getClient } from '../db/connection';
+import { discoverArizonaDispensaries, resolveDispensaryId } from './graphql-client';
+import { Dispensary } from '../types';
+
+/**
+ * Upsert a dispensary record
+ */
+async function upsertDispensary(dispensary: Partial<Dispensary>): Promise<number> {
+  const result = await query<{ id: number }>(
+    `
+    INSERT INTO dispensaries (
+      platform, name, slug, city, state, postal_code, address,
+      latitude, longitude, platform_dispensary_id,
+      is_delivery, is_pickup, raw_metadata, updated_at
+    ) VALUES (
+      $1, $2, $3, $4, $5, $6, $7,
+      $8, $9, $10,
+      $11, $12, $13, NOW()
+    )
+    ON CONFLICT (platform, slug, city, state) DO UPDATE SET
+      name = EXCLUDED.name,
+      postal_code = EXCLUDED.postal_code,
+      address = EXCLUDED.address,
+      latitude = EXCLUDED.latitude,
+      longitude = EXCLUDED.longitude,
+      platform_dispensary_id = COALESCE(EXCLUDED.platform_dispensary_id, dispensaries.platform_dispensary_id),
+      is_delivery = EXCLUDED.is_delivery,
+      is_pickup = EXCLUDED.is_pickup,
+      raw_metadata = EXCLUDED.raw_metadata,
+      updated_at = NOW()
+    RETURNING id
+    `,
+    [
+      dispensary.platform || 'dutchie',
+      dispensary.name,
+      dispensary.slug,
+      dispensary.city,
+      dispensary.state || 'AZ',
+      dispensary.postalCode,
+      dispensary.address,
+      dispensary.latitude,
+      dispensary.longitude,
+      dispensary.platformDispensaryId,
+      dispensary.isDelivery || false,
+      dispensary.isPickup || true,
+      dispensary.rawMetadata ? JSON.stringify(dispensary.rawMetadata) : null,
+    ]
+  );
+
+  return result.rows[0].id;
+}
+
+/**
+ * Normalize a raw discovery result to Dispensary
+ */
+function normalizeDispensary(raw: any): Partial<Dispensary> {
+  return {
+    platform: 'dutchie',
+    name: raw.name || raw.Name || '',
+    slug: raw.slug || raw.cName || raw.id || '',
+    city: raw.city || raw.address?.city || '',
+    state: 'AZ',
+    postalCode: raw.postalCode || raw.address?.postalCode || raw.address?.zip,
+    address: raw.streetAddress || raw.address?.streetAddress,
+    latitude: raw.latitude || raw.location?.lat,
+    longitude: raw.longitude || raw.location?.lng,
+    platformDispensaryId: raw.dispensaryId || raw.id || null,
+    isDelivery: raw.isDelivery || raw.delivery || false,
+    isPickup: raw.isPickup || raw.pickup || true,
+    rawMetadata: raw,
+  };
+}
+
+/**
+ * Import dispensaries from the existing dispensaries table (from AZDHS data)
+ * This creates records in the dutchie_az database for AZ dispensaries
+ */
+export async function importFromExistingDispensaries(): Promise<{ imported: number }> {
+  console.log('[Discovery] Importing from existing dispensaries table...');
+
+  // This is a workaround - we'll use the dispensaries we already know about
+  // and try to resolve their Dutchie IDs
+  const knownDispensaries = [
+    { name: 'Deeply Rooted', slug: 'AZ-Deeply-Rooted', city: 'Phoenix', state: 'AZ' },
+    { name: 'Curaleaf Gilbert', slug: 'curaleaf-gilbert', city: 'Gilbert', state: 'AZ' },
+    { name: 'Zen Leaf Prescott', slug: 'AZ-zen-leaf-prescott', city: 'Prescott', state: 'AZ' },
+    // Add more known Dutchie stores here
+  ];
+
+  let imported = 0;
+
+  for (const disp of knownDispensaries) {
+    try {
+      const id = await upsertDispensary({
+        platform: 'dutchie',
+        name: disp.name,
+        slug: disp.slug,
+        city: disp.city,
+        state: disp.state,
+      });
+      imported++;
+      console.log(`[Discovery] Imported: ${disp.name} (id=${id})`);
+    } catch (error: any) {
+      console.error(`[Discovery] Failed to import ${disp.name}:`, error.message);
+    }
+  }
+
+  return { imported };
+}
+
+/**
+ * Discover all Arizona Dutchie dispensaries via GraphQL
+ */
+export async function discoverDispensaries(): Promise<{ discovered: number; errors: string[] }> {
+  console.log('[Discovery] Starting Arizona dispensary discovery...');
+  const errors: string[] = [];
+  let discovered = 0;
+
+  try {
+    const rawDispensaries = await discoverArizonaDispensaries();
+    console.log(`[Discovery] Found ${rawDispensaries.length} dispensaries from GraphQL`);
+
+    for (const raw of rawDispensaries) {
+      try {
+        const normalized = normalizeDispensary(raw);
+        if (normalized.name && normalized.slug && normalized.city) {
+          await upsertDispensary(normalized);
+          discovered++;
+        }
+      } catch (error: any) {
+        errors.push(`${raw.name || raw.slug}: ${error.message}`);
+      }
+    }
+  } catch (error: any) {
+    errors.push(`Discovery failed: ${error.message}`);
+  }
+
+  console.log(`[Discovery] Completed: ${discovered} dispensaries, ${errors.length} errors`);
+  return { discovered, errors };
+}
+
+/**
+ * Resolve platform dispensary IDs for all dispensaries that don't have one
+ */
+export async function resolvePlatformDispensaryIds(): Promise<{ resolved: number; failed: number }> {
+  console.log('[Discovery] Resolving platform dispensary IDs...');
+
+  const { rows: dispensaries } = await query<Dispensary>(
+    `
+    SELECT * FROM dispensaries
+    WHERE platform = 'dutchie' AND platform_dispensary_id IS NULL
+    ORDER BY id
+    `
+  );
+
+  let resolved = 0;
+  let failed = 0;
+
+  for (const dispensary of dispensaries) {
+    try {
+      console.log(`[Discovery] Resolving ID for: ${dispensary.name} (${dispensary.slug})`);
+      const platformId = await resolveDispensaryId(dispensary.slug);
+
+      if (platformId) {
+        await query(
+          `
+          UPDATE dispensaries SET platform_dispensary_id = $1, updated_at = NOW()
+          WHERE id = $2
+          `,
+          [platformId, dispensary.id]
+        );
+        resolved++;
+        console.log(`[Discovery] Resolved: ${dispensary.slug} -> ${platformId}`);
+      } else {
+        failed++;
+        console.log(`[Discovery] Could not resolve: ${dispensary.slug}`);
+      }
+
+      // Delay between requests
+      await new Promise((r) => setTimeout(r, 2000));
+    } catch (error: any) {
+      failed++;
+      console.error(`[Discovery] Error resolving ${dispensary.slug}:`, error.message);
+    }
+  }
+
+  console.log(`[Discovery] Completed: ${resolved} resolved, ${failed} failed`);
+  return { resolved, failed };
+}
+
+/**
+ * Get all dispensaries
+ */
+export async function getAllDispensaries(): Promise<Dispensary[]> {
+  const { rows } = await query<Dispensary>(
+    `SELECT * FROM dispensaries WHERE platform = 'dutchie' ORDER BY name`
+  );
+  return rows;
+}
+
+/**
+ * Get dispensary by ID
+ */
+export async function getDispensaryById(id: number): Promise<Dispensary | null> {
+  const { rows } = await query<Dispensary>(
+    `SELECT * FROM dispensaries WHERE id = $1`,
+    [id]
+  );
+  return rows[0] || null;
+}
+
+/**
+ * Get dispensaries with platform IDs (ready for crawling)
+ */
+export async function getDispensariesWithPlatformIds(): Promise<Dispensary[]> {
+  const { rows } = await query<Dispensary>(
+    `
+    SELECT * FROM dispensaries
+    WHERE platform = 'dutchie' AND platform_dispensary_id IS NOT NULL
+    ORDER BY name
+    `
+  );
+  return rows;
+}

backend/src/dutchie-az/services/graphql-client.ts

@@ -0,0 +1,666 @@
+/**
+ * Dutchie GraphQL Client
+ *
+ * Makes GraphQL requests to Dutchie's API using Puppeteer to bypass Cloudflare.
+ * Uses in-page fetch to maintain browser session/cookies.
+ *
+ * Key features:
+ * - Browser session reuse between Mode A and Mode B (single browser per store)
+ * - Config-driven GraphQL hashes
+ * - POST fallback when GET fails with 405
+ * - Pagination retry logic
+ * - Proper termination on incomplete pages
+ */
+
+import puppeteer from 'puppeteer-extra';
+import type { Browser, Page } from 'puppeteer';
+import StealthPlugin from 'puppeteer-extra-plugin-stealth';
+import {
+  DutchieRawProduct,
+  DutchiePOSChild,
+  FilteredProductsVariables,
+  CrawlMode,
+} from '../types';
+import { dutchieConfig, GRAPHQL_HASHES, ARIZONA_CENTERPOINTS } from '../config/dutchie';
+
+puppeteer.use(StealthPlugin());
+
+// Re-export for backward compatibility
+export { GRAPHQL_HASHES, ARIZONA_CENTERPOINTS };
+
+interface BrowserSession {
+  browser: Browser;
+  page: Page;
+  dispensaryId?: string;
+}
+
+// ============================================================
+// BROWSER SESSION MANAGEMENT
+// ============================================================
+
+/**
+ * Launch a browser session for Dutchie GraphQL requests
+ */
+async function createBrowserSession(menuUrl?: string): Promise<BrowserSession> {
+  const browser = await puppeteer.launch({
+    headless: 'new',
+    args: dutchieConfig.browserArgs,
+  });
+
+  const page = await browser.newPage();
+
+  // Set up stealth
+  await page.setUserAgent(dutchieConfig.userAgent);
+  await page.setViewport({ width: 1920, height: 1080 });
+  await page.evaluateOnNewDocument(() => {
+    Object.defineProperty(navigator, 'webdriver', { get: () => false });
+    (window as any).chrome = { runtime: {} };
+  });
+
+  // Navigate to establish session
+  const url = menuUrl || 'https://dutchie.com/dispensaries';
+  console.log(`[GraphQL Client] Loading ${url} to establish session...`);
+
+  await page.goto(url, {
+    waitUntil: 'networkidle2',
+    timeout: dutchieConfig.navigationTimeout,
+  });
+  await new Promise((r) => setTimeout(r, dutchieConfig.pageLoadDelay));
+
+  // Try to get dispensary ID from page if it's a menu page
+  let dispensaryId: string | undefined;
+  if (menuUrl && menuUrl.includes('embedded-menu')) {
+    dispensaryId = await page.evaluate(() => (window as any).reactEnv?.dispensaryId);
+  }
+
+  return { browser, page, dispensaryId };
+}
+
+/**
+ * Close browser session
+ */
+async function closeBrowserSession(session: BrowserSession): Promise<void> {
+  await session.browser.close();
+}
+
+// ============================================================
+// GRAPHQL EXECUTION WITH POST FALLBACK
+// ============================================================
+
+/**
+ * Execute a GraphQL query from within the browser context
+ * Supports GET (default) with POST fallback on 405 errors
+ */
+async function executeGraphQL(
+  page: Page,
+  operationName: string,
+  variables: any,
+  hash: string,
+  endpoint: string = 'https://dutchie.com/graphql'
+): Promise<any> {
+  const headers = dutchieConfig.defaultHeaders;
+  const preferGet = dutchieConfig.preferGet;
+  const enablePostFallback = dutchieConfig.enablePostFallback;
+
+  return page.evaluate(
+    async (
+      opName: string,
+      vars: any,
+      queryHash: string,
+      url: string,
+      hdrs: Record<string, string>,
+      useGet: boolean,
+      allowPostFallback: boolean
+    ) => {
+      const doFetch = async (method: 'GET' | 'POST'): Promise<Response> => {
+        if (method === 'GET') {
+          const qs = new URLSearchParams({
+            operationName: opName,
+            variables: JSON.stringify(vars),
+            extensions: JSON.stringify({
+              persistedQuery: { version: 1, sha256Hash: queryHash },
+            }),
+          });
+          return fetch(`${url}?${qs.toString()}`, {
+            method: 'GET',
+            headers: {
+              ...hdrs,
+              'content-type': 'application/json',
+            },
+            credentials: 'include',
+          });
+        } else {
+          // POST request with full body
+          return fetch(url, {
+            method: 'POST',
+            headers: {
+              ...hdrs,
+              'content-type': 'application/json',
+            },
+            credentials: 'include',
+            body: JSON.stringify({
+              operationName: opName,
+              variables: vars,
+              extensions: {
+                persistedQuery: { version: 1, sha256Hash: queryHash },
+              },
+            }),
+          });
+        }
+      };
+
+      // Try GET first if preferred
+      if (useGet) {
+        const response = await doFetch('GET');
+
+        // If GET fails with 405 and POST fallback is enabled, try POST
+        if (response.status === 405 && allowPostFallback) {
+          console.log('[GraphQL] GET returned 405, falling back to POST');
+          const postResponse = await doFetch('POST');
+          if (!postResponse.ok) {
+            throw new Error(`HTTP ${postResponse.status} (POST fallback)`);
+          }
+          return postResponse.json();
+        }
+
+        if (!response.ok) {
+          throw new Error(`HTTP ${response.status}`);
+        }
+        return response.json();
+      } else {
+        // Use POST directly
+        const response = await doFetch('POST');
+        if (!response.ok) {
+          throw new Error(`HTTP ${response.status}`);
+        }
+        return response.json();
+      }
+    },
+    operationName,
+    variables,
+    hash,
+    endpoint,
+    headers,
+    preferGet,
+    enablePostFallback
+  );
+}
+
+// ============================================================
+// DISPENSARY ID RESOLUTION
+// ============================================================
+
+/**
+ * Resolve a dispensary slug to its internal platform ID
+ */
+export async function resolveDispensaryId(slug: string): Promise<string | null> {
+  const session = await createBrowserSession(`https://dutchie.com/embedded-menu/${slug}`);
+
+  try {
+    // First check if we got it from the page context
+    if (session.dispensaryId) {
+      console.log(`[GraphQL Client] Got dispensaryId from page: ${session.dispensaryId}`);
+      return session.dispensaryId;
+    }
+
+    // Otherwise try the GetAddressBasedDispensaryData query
+    const result = await executeGraphQL(
+      session.page,
+      'GetAddressBasedDispensaryData',
+      { input: { dispensaryId: slug } },
+      GRAPHQL_HASHES.GetAddressBasedDispensaryData
+    );
+
+    const dispensaryId = result?.data?.getAddressBasedDispensaryData?.dispensaryId;
+    console.log(`[GraphQL Client] Resolved ${slug} -> ${dispensaryId}`);
+    return dispensaryId || null;
+  } catch (error: any) {
+    console.error(`[GraphQL Client] Failed to resolve ${slug}:`, error.message);
+    return null;
+  } finally {
+    await closeBrowserSession(session);
+  }
+}
+
+// ============================================================
+// FILTER VARIABLE BUILDING
+// ============================================================
+
+/**
+ * Build GraphQL variables based on crawl mode
+ *
+ * MODE A - "UI parity": Matches what Dutchie website shows
+ *   - Status: 'Active'
+ *   - removeProductsBelowOptionThresholds: true (default behavior)
+ *   - bypassOnlineThresholds: false
+ *
+ * MODE B - "MAX COVERAGE": Tries to get out-of-stock products
+ *   - Status: undefined (no filter)
+ *   - removeProductsBelowOptionThresholds: false
+ *   - bypassOnlineThresholds: true
+ */
+function buildFilterVariables(
+  platformDispensaryId: string,
+  pricingType: 'rec' | 'med',
+  crawlMode: CrawlMode,
+  pageNum: number,
+  perPage: number
+): FilteredProductsVariables {
+  if (crawlMode === 'mode_a') {
+    // UI parity mode
+    return {
+      includeEnterpriseSpecials: false,
+      productsFilter: {
+        dispensaryId: platformDispensaryId,
+        pricingType,
+        Status: 'Active',
+        types: [],
+        strainTypes: [],
+        subcategories: [],
+        useCache: false,
+        isDefaultSort: true,
+        sortBy: 'popularSortIdx',
+        sortDirection: 1,
+        bypassOnlineThresholds: false,
+        isKioskMenu: false,
+        removeProductsBelowOptionThresholds: true,
+      },
+      page: pageNum,
+      perPage,
+    };
+  } else {
+    // MAX COVERAGE mode (mode_b)
+    return {
+      includeEnterpriseSpecials: false,
+      productsFilter: {
+        dispensaryId: platformDispensaryId,
+        pricingType,
+        // No Status filter - try to get all products
+        types: [],
+        strainTypes: [],
+        subcategories: [],
+        useCache: false,
+        isDefaultSort: true,
+        sortBy: 'popularSortIdx',
+        sortDirection: 1,
+        bypassOnlineThresholds: true,
+        isKioskMenu: false,
+        removeProductsBelowOptionThresholds: false,
+      },
+      page: pageNum,
+      perPage,
+    };
+  }
+}
+
+// ============================================================
+// PRODUCT FETCHING WITH RETRY & PAGINATION
+// ============================================================
+
+/**
+ * Fetch all products for a dispensary via paginated GraphQL
+ * Supports retry logic and proper termination
+ *
+ * @param session - Existing browser session to reuse
+ */
+async function fetchProductsWithSession(
+  session: BrowserSession,
+  platformDispensaryId: string,
+  pricingType: 'rec' | 'med',
+  crawlMode: CrawlMode
+): Promise<{ products: DutchieRawProduct[]; totalCount: number; crawlMode: CrawlMode }> {
+  const perPage = dutchieConfig.perPage;
+  const maxPages = dutchieConfig.maxPages;
+  const maxRetries = dutchieConfig.maxRetries;
+  const pageDelayMs = dutchieConfig.pageDelayMs;
+
+  const allProducts: DutchieRawProduct[] = [];
+  let pageNum = 0;
+  let totalCount = 0;
+  let consecutiveEmptyPages = 0;
+
+  console.log(`[GraphQL Client] Fetching products for ${platformDispensaryId} (${pricingType}, ${crawlMode})...`);
+
+  while (pageNum < maxPages) {
+    const variables = buildFilterVariables(
+      platformDispensaryId,
+      pricingType,
+      crawlMode,
+      pageNum,
+      perPage
+    );
+
+    let result: any = null;
+    let lastError: Error | null = null;
+
+    // Retry logic for failed page fetches
+    for (let attempt = 0; attempt <= maxRetries; attempt++) {
+      try {
+        result = await executeGraphQL(
+          session.page,
+          'FilteredProducts',
+          variables,
+          GRAPHQL_HASHES.FilteredProducts
+        );
+        lastError = null;
+        break; // Success, exit retry loop
+      } catch (error: any) {
+        lastError = error;
+        console.warn(`[GraphQL Client] Page ${pageNum} attempt ${attempt + 1} failed: ${error.message}`);
+        if (attempt < maxRetries) {
+          await new Promise((r) => setTimeout(r, 1000 * (attempt + 1))); // Exponential backoff
+        }
+      }
+    }
+
+    // If all retries failed, log error and break
+    if (lastError) {
+      console.error(`[GraphQL Client] Page ${pageNum} failed after ${maxRetries + 1} attempts: ${lastError.message}`);
+      break;
+    }
+
+    if (result.errors) {
+      console.error('[GraphQL Client] GraphQL errors:', result.errors);
+      break;
+    }
+
+    const products = result?.data?.filteredProducts?.products || [];
+    const queryInfo = result?.data?.filteredProducts?.queryInfo;
+
+    if (queryInfo?.totalCount) {
+      totalCount = queryInfo.totalCount;
+    }
+
+    console.log(
+      `[GraphQL Client] Page ${pageNum}: ${products.length} products (total so far: ${allProducts.length + products.length}/${totalCount})`
+    );
+
+    // PROPER TERMINATION: Stop if products.length < perPage (incomplete page = last page)
+    if (products.length === 0) {
+      consecutiveEmptyPages++;
+      if (consecutiveEmptyPages >= 2) {
+        console.log('[GraphQL Client] Multiple empty pages, stopping pagination');
+        break;
+      }
+    } else {
+      consecutiveEmptyPages = 0;
+      allProducts.push(...products);
+    }
+
+    // Stop if we got less than a full page (this is the last page)
+    if (products.length < perPage) {
+      console.log(`[GraphQL Client] Incomplete page (${products.length} < ${perPage}), stopping pagination`);
+      break;
+    }
+
+    pageNum++;
+
+    // Small delay between pages
+    await new Promise((r) => setTimeout(r, pageDelayMs));
+  }
+
+  console.log(`[GraphQL Client] Fetched ${allProducts.length} total products (${crawlMode})`);
+  return { products: allProducts, totalCount: totalCount || allProducts.length, crawlMode };
+}
+
+/**
+ * Fetch all products for a dispensary (legacy interface - creates new browser)
+ */
+export async function fetchAllProducts(
+  platformDispensaryId: string,
+  pricingType: 'rec' | 'med' = 'rec',
+  options: {
+    perPage?: number;
+    maxPages?: number;
+    menuUrl?: string;
+    crawlMode?: CrawlMode;
+  } = {}
+): Promise<{ products: DutchieRawProduct[]; totalCount: number; crawlMode: CrawlMode }> {
+  const { crawlMode = 'mode_a' } = options;
+  const menuUrl = options.menuUrl || `https://dutchie.com/dispensaries`;
+
+  const session = await createBrowserSession(menuUrl);
+
+  try {
+    return await fetchProductsWithSession(session, platformDispensaryId, pricingType, crawlMode);
+  } finally {
+    await closeBrowserSession(session);
+  }
+}
+
+// ============================================================
+// MODE A+B MERGING WITH OPTIONS
+// ============================================================
+
+/**
+ * Merge POSMetaData.children arrays from Mode A and Mode B products
+ * Uses canonicalID/canonicalSKU/canonicalPackageId as merge key
+ * Mode B children may have different quantityAvailable for options not in Mode A
+ */
+function mergeProductOptions(
+  modeAProduct: DutchieRawProduct,
+  modeBProduct: DutchieRawProduct
+): DutchiePOSChild[] {
+  const modeAChildren = modeAProduct.POSMetaData?.children || [];
+  const modeBChildren = modeBProduct.POSMetaData?.children || [];
+
+  // Create a map keyed by option identifier
+  const getOptionKey = (child: DutchiePOSChild): string => {
+    return child.canonicalID || child.canonicalSKU || child.canonicalPackageId || child.option || '';
+  };
+
+  const mergedMap = new Map<string, DutchiePOSChild>();
+
+  // Add all Mode A children first (they're "canonical")
+  for (const child of modeAChildren) {
+    const key = getOptionKey(child);
+    if (key) {
+      mergedMap.set(key, child);
+    }
+  }
+
+  // Add Mode B children that aren't in Mode A (may include OOS options)
+  for (const child of modeBChildren) {
+    const key = getOptionKey(child);
+    if (key && !mergedMap.has(key)) {
+      mergedMap.set(key, child);
+    }
+  }
+
+  return Array.from(mergedMap.values());
+}
+
+/**
+ * Merge a Mode A product with a Mode B product
+ * Mode A data is preferred, but children are merged for max coverage
+ */
+function mergeProducts(
+  modeAProduct: DutchieRawProduct,
+  modeBProduct: DutchieRawProduct | undefined
+): DutchieRawProduct {
+  if (!modeBProduct) {
+    return modeAProduct;
+  }
+
+  // Merge children arrays
+  const mergedChildren = mergeProductOptions(modeAProduct, modeBProduct);
+
+  // Return Mode A product with merged children
+  return {
+    ...modeAProduct,
+    POSMetaData: {
+      ...modeAProduct.POSMetaData,
+      children: mergedChildren,
+    },
+  };
+}
+
+/**
+ * Fetch products using BOTH crawl modes with SINGLE browser session
+ * This ensures maximum coverage by running Mode A then Mode B with the same session
+ */
+export async function fetchAllProductsBothModes(
+  platformDispensaryId: string,
+  pricingType: 'rec' | 'med' = 'rec',
+  options: {
+    perPage?: number;
+    maxPages?: number;
+    menuUrl?: string;
+  } = {}
+): Promise<{
+  modeA: { products: DutchieRawProduct[]; totalCount: number };
+  modeB: { products: DutchieRawProduct[]; totalCount: number };
+  merged: { products: DutchieRawProduct[]; totalCount: number };
+}> {
+  console.log(`[GraphQL Client] Running two-mode crawl for ${platformDispensaryId} (${pricingType})...`);
+
+  const menuUrl = options.menuUrl || `https://dutchie.com/dispensaries`;
+
+  // Create a SINGLE browser session for both modes
+  const session = await createBrowserSession(menuUrl);
+
+  try {
+    // Run Mode A (UI parity) with shared session
+    const modeAResult = await fetchProductsWithSession(
+      session,
+      platformDispensaryId,
+      pricingType,
+      'mode_a'
+    );
+
+    // Small delay between modes
+    await new Promise((r) => setTimeout(r, dutchieConfig.modeDelayMs));
+
+    // Run Mode B (MAX COVERAGE) with same session - NO new browser!
+    const modeBResult = await fetchProductsWithSession(
+      session,
+      platformDispensaryId,
+      pricingType,
+      'mode_b'
+    );
+
+    // Build lookup map for Mode B products
+    const modeBMap = new Map<string, DutchieRawProduct>();
+    for (const product of modeBResult.products) {
+      modeBMap.set(product._id, product);
+    }
+
+    // Merge results - deduplicate by _id, merge options
+    const productMap = new Map<string, DutchieRawProduct>();
+
+    // Add Mode A products first (canonical), merging with Mode B if exists
+    for (const product of modeAResult.products) {
+      const modeBProduct = modeBMap.get(product._id);
+      const mergedProduct = mergeProducts(product, modeBProduct);
+      productMap.set(product._id, mergedProduct);
+    }
+
+    // Add Mode B products that aren't in Mode A (may include OOS items)
+    for (const product of modeBResult.products) {
+      if (!productMap.has(product._id)) {
+        productMap.set(product._id, product);
+      }
+    }
+
+    const merged = Array.from(productMap.values());
+
+    console.log(`[GraphQL Client] Two-mode crawl complete:`);
+    console.log(`  Mode A: ${modeAResult.products.length} products`);
+    console.log(`  Mode B: ${modeBResult.products.length} products`);
+    console.log(`  Merged: ${merged.length} unique products`);
+
+    return {
+      modeA: { products: modeAResult.products, totalCount: modeAResult.totalCount },
+      modeB: { products: modeBResult.products, totalCount: modeBResult.totalCount },
+      merged: { products: merged, totalCount: merged.length },
+    };
+  } finally {
+    // Close the shared session when done
+    await closeBrowserSession(session);
+  }
+}
+
+// ============================================================
+// DISPENSARY DISCOVERY
+// ============================================================
+
+/**
+ * Discover dispensaries near a geographic point
+ */
+export async function discoverDispensaries(
+  lat: number,
+  lng: number,
+  radiusKm: number = 100
+): Promise<any[]> {
+  // Skip discovery if disabled in config
+  if (!dutchieConfig.useDiscovery) {
+    console.log('[GraphQL Client] Discovery disabled in config, skipping');
+    return [];
+  }
+
+  const session = await createBrowserSession();
+
+  try {
+    console.log(`[GraphQL Client] Discovering dispensaries near ${lat}, ${lng}...`);
+
+    // Try to use ConsumerDispensaries or similar discovery query
+    // Note: The exact operation may need to be captured from live traffic
+    const result = await executeGraphQL(
+      session.page,
+      'ConsumerDispensaries',
+      {
+        filter: {
+          lat,
+          lng,
+          radius: radiusKm * 1000, // Convert to meters if needed
+          isDelivery: false,
+        },
+      },
+      GRAPHQL_HASHES.ConsumerDispensaries
+    );
+
+    const dispensaries = result?.data?.consumerDispensaries || [];
+    console.log(`[GraphQL Client] Found ${dispensaries.length} dispensaries`);
+    return dispensaries;
+  } catch (error: any) {
+    console.error(`[GraphQL Client] Discovery failed:`, error.message);
+    return [];
+  } finally {
+    await closeBrowserSession(session);
+  }
+}
+
+/**
+ * Discover all Arizona Dutchie dispensaries using multiple centerpoints
+ */
+export async function discoverArizonaDispensaries(): Promise<any[]> {
+  const allDispensaries = new Map<string, any>();
+
+  for (const center of ARIZONA_CENTERPOINTS) {
+    console.log(`[GraphQL Client] Scanning ${center.name}...`);
+
+    try {
+      const dispensaries = await discoverDispensaries(center.lat, center.lng, 150);
+
+      for (const disp of dispensaries) {
+        // Filter to AZ only
+        const state = disp.state || disp.address?.state;
+        if (state === 'AZ' || state === 'Arizona') {
+          const key = disp.slug || disp.cName || disp.id;
+          if (key && !allDispensaries.has(key)) {
+            allDispensaries.set(key, disp);
+          }
+        }
+      }
+
+      // Delay between scans
+      await new Promise((r) => setTimeout(r, 2000));
+    } catch (error: any) {
+      console.error(`[GraphQL Client] Failed to scan ${center.name}:`, error.message);
+    }
+  }
+
+  const result = Array.from(allDispensaries.values());
+  console.log(`[GraphQL Client] Total unique AZ dispensaries: ${result.length}`);
+  return result;
+}

backend/src/dutchie-az/services/product-crawler.ts

@@ -0,0 +1,759 @@
+/**
+ * Dutchie AZ Product Crawler Service
+ *
+ * Crawls products from Dutchie dispensaries and stores them in the dutchie_az database.
+ * Handles normalization from GraphQL response to database entities.
+ */
+
+import { query, getClient } from '../db/connection';
+import { fetchAllProducts, fetchAllProductsBothModes } from './graphql-client';
+import {
+  DutchieRawProduct,
+  DutchieProduct,
+  DutchieProductSnapshot,
+  DutchieProductOptionSnapshot,
+  DutchiePOSChild,
+  Dispensary,
+  CrawlMode,
+  StockStatus,
+  deriveStockStatus,
+  calculateTotalQuantity,
+} from '../types';
+
+// ============================================================
+// NORMALIZATION FUNCTIONS
+// ============================================================
+
+/**
+ * Convert price to cents
+ */
+function toCents(price?: number): number | undefined {
+  if (price === undefined || price === null) return undefined;
+  return Math.round(price * 100);
+}
+
+/**
+ * Get min value from array of numbers
+ */
+function getMin(arr?: number[]): number | undefined {
+  if (!arr || arr.length === 0) return undefined;
+  return Math.min(...arr.filter((n) => n !== null && n !== undefined));
+}
+
+/**
+ * Get max value from array of numbers
+ */
+function getMax(arr?: number[]): number | undefined {
+  if (!arr || arr.length === 0) return undefined;
+  return Math.max(...arr.filter((n) => n !== null && n !== undefined));
+}
+
+/**
+ * Normalize a POSMetaData.children entry to DutchieProductOptionSnapshot
+ */
+function normalizeOption(child: DutchiePOSChild): DutchieProductOptionSnapshot {
+  return {
+    optionId: child.canonicalID || child.canonicalPackageId || child.canonicalSKU || child.option || 'unknown',
+    canonicalId: child.canonicalID,
+    canonicalPackageId: child.canonicalPackageId,
+    canonicalSKU: child.canonicalSKU,
+    canonicalName: child.canonicalName,
+    canonicalCategory: child.canonicalCategory,
+    canonicalCategoryId: child.canonicalCategoryId,
+    canonicalBrandId: child.canonicalBrandId,
+    canonicalBrandName: child.canonicalBrandName,
+    canonicalStrainId: child.canonicalStrainId,
+    canonicalVendorId: child.canonicalVendorId,
+    optionLabel: child.option,
+    packageQuantity: child.packageQuantity,
+    recEquivalent: child.recEquivalent,
+    standardEquivalent: child.standardEquivalent,
+    priceCents: toCents(child.price),
+    recPriceCents: toCents(child.recPrice),
+    medPriceCents: toCents(child.medPrice),
+    quantity: child.quantity,
+    quantityAvailable: child.quantityAvailable,
+    kioskQuantityAvailable: child.kioskQuantityAvailable,
+    activeBatchTags: child.activeBatchTags,
+    canonicalImgUrl: child.canonicalImgUrl,
+    canonicalLabResultUrl: child.canonicalLabResultUrl,
+    canonicalEffectivePotencyMg: child.canonicalEffectivePotencyMg,
+    rawChildPayload: child,
+  };
+}
+
+/**
+ * Normalize a raw Dutchie product to DutchieProduct (canonical identity)
+ */
+export function normalizeProduct(
+  raw: DutchieRawProduct,
+  dispensaryId: number,
+  platformDispensaryId: string
+): Partial<DutchieProduct> {
+  return {
+    dispensaryId,
+    platform: 'dutchie',
+    externalProductId: raw._id || raw.id || '',
+    platformDispensaryId,
+    cName: raw.cName,
+    name: raw.Name,
+
+    // Brand
+    brandName: raw.brandName || raw.brand?.name,
+    brandId: raw.brandId || raw.brand?.id,
+    brandLogoUrl: raw.brandLogo || raw.brand?.imageUrl,
+
+    // Classification
+    type: raw.type,
+    subcategory: raw.subcategory,
+    strainType: raw.strainType,
+    provider: raw.provider,
+
+    // Potency
+    thc: raw.THC,
+    thcContent: raw.THCContent?.range?.[0],
+    cbd: raw.CBD,
+    cbdContent: raw.CBDContent?.range?.[0],
+    cannabinoidsV2: raw.cannabinoidsV2,
+    effects: raw.effects,
+
+    // Status / flags
+    status: raw.Status,
+    medicalOnly: raw.medicalOnly || false,
+    recOnly: raw.recOnly || false,
+    featured: raw.featured || false,
+    comingSoon: raw.comingSoon || false,
+    certificateOfAnalysisEnabled: raw.certificateOfAnalysisEnabled || false,
+
+    isBelowThreshold: raw.isBelowThreshold || false,
+    isBelowKioskThreshold: raw.isBelowKioskThreshold || false,
+    optionsBelowThreshold: raw.optionsBelowThreshold || false,
+    optionsBelowKioskThreshold: raw.optionsBelowKioskThreshold || false,
+
+    // Derived stock status
+    stockStatus: deriveStockStatus(raw),
+    totalQuantityAvailable: calculateTotalQuantity(raw),
+
+    // Images
+    primaryImageUrl: raw.Image || raw.images?.[0]?.url,
+    images: raw.images,
+
+    // Misc
+    measurements: raw.measurements,
+    weight: typeof raw.weight === 'number' ? String(raw.weight) : raw.weight,
+    pastCNames: raw.pastCNames,
+
+    createdAtDutchie: raw.createdAt ? new Date(raw.createdAt) : undefined,
+    updatedAtDutchie: raw.updatedAt ? new Date(raw.updatedAt) : undefined,
+
+    latestRawPayload: raw,
+  };
+}
+
+/**
+ * Normalize a raw Dutchie product to DutchieProductSnapshot (time-series data)
+ */
+export function normalizeSnapshot(
+  raw: DutchieRawProduct,
+  dutchieProductId: number,
+  dispensaryId: number,
+  platformDispensaryId: string,
+  pricingType: 'rec' | 'med' | 'unknown',
+  crawlMode: CrawlMode = 'mode_a'
+): Partial<DutchieProductSnapshot> {
+  const children = raw.POSMetaData?.children || [];
+  const options = children.map(normalizeOption);
+
+  // Aggregate prices from various sources
+  const recPrices = raw.recPrices || [];
+  const medPrices = raw.medicalPrices || [];
+  const recSpecialPrices = raw.recSpecialPrices || [];
+  const medSpecialPrices = raw.medicalSpecialPrices || [];
+  const wholesalePrices = raw.wholesalePrices || [];
+
+  // Also consider child prices
+  const childRecPrices = children.map((c) => c.recPrice).filter((p) => p !== undefined) as number[];
+  const childMedPrices = children.map((c) => c.medPrice).filter((p) => p !== undefined) as number[];
+  const childPrices = children.map((c) => c.price).filter((p) => p !== undefined) as number[];
+
+  // Aggregate inventory - use calculateTotalQuantity for proper null handling
+  const totalQty = calculateTotalQuantity(raw);
+  const hasAnyKioskQty = children.some(c => typeof c.kioskQuantityAvailable === 'number');
+  const totalKioskQty = hasAnyKioskQty
+    ? children.reduce((sum, c) => sum + (c.kioskQuantityAvailable || 0), 0)
+    : null;
+
+  // Determine if on special
+  const isOnSpecial =
+    raw.special === true ||
+    (raw.specialData?.saleSpecials && raw.specialData.saleSpecials.length > 0) ||
+    (recSpecialPrices.length > 0 && recSpecialPrices[0] !== null) ||
+    (medSpecialPrices.length > 0 && medSpecialPrices[0] !== null);
+
+  return {
+    dutchieProductId,
+    dispensaryId,
+    platformDispensaryId,
+    externalProductId: raw._id || raw.id || '',
+    pricingType,
+    crawlMode,
+
+    status: raw.Status,
+    featured: raw.featured || false,
+    special: isOnSpecial,
+    medicalOnly: raw.medicalOnly || false,
+    recOnly: raw.recOnly || false,
+
+    // Product was present in feed
+    isPresentInFeed: true,
+
+    // Derived stock status
+    stockStatus: deriveStockStatus(raw),
+
+    // Price summary
+    recMinPriceCents: toCents(getMin([...recPrices, ...childRecPrices, ...childPrices])),
+    recMaxPriceCents: toCents(getMax([...recPrices, ...childRecPrices, ...childPrices])),
+    recMinSpecialPriceCents: toCents(getMin(recSpecialPrices)),
+    medMinPriceCents: toCents(getMin([...medPrices, ...childMedPrices])),
+    medMaxPriceCents: toCents(getMax([...medPrices, ...childMedPrices])),
+    medMinSpecialPriceCents: toCents(getMin(medSpecialPrices)),
+    wholesaleMinPriceCents: toCents(getMin(wholesalePrices)),
+
+    // Inventory summary - null = unknown, 0 = all OOS
+    totalQuantityAvailable: totalQty,
+    totalKioskQuantityAvailable: totalKioskQty,
+    manualInventory: raw.manualInventory || false,
+    isBelowThreshold: raw.isBelowThreshold || false,
+    isBelowKioskThreshold: raw.isBelowKioskThreshold || false,
+
+    options,
+    rawPayload: raw,
+    crawledAt: new Date(),
+  };
+}
+
+// ============================================================
+// DATABASE OPERATIONS
+// ============================================================
+
+/**
+ * Upsert a DutchieProduct record
+ */
+async function upsertProduct(product: Partial<DutchieProduct>): Promise<number> {
+  const result = await query<{ id: number }>(
+    `
+    INSERT INTO dutchie_products (
+      dispensary_id, platform, external_product_id, platform_dispensary_id,
+      c_name, name, brand_name, brand_id, brand_logo_url,
+      type, subcategory, strain_type, provider,
+      thc, thc_content, cbd, cbd_content, cannabinoids_v2, effects,
+      status, medical_only, rec_only, featured, coming_soon, certificate_of_analysis_enabled,
+      is_below_threshold, is_below_kiosk_threshold, options_below_threshold, options_below_kiosk_threshold,
+      stock_status, total_quantity_available,
+      primary_image_url, images, measurements, weight, past_c_names,
+      created_at_dutchie, updated_at_dutchie, latest_raw_payload, updated_at
+    ) VALUES (
+      $1, $2, $3, $4,
+      $5, $6, $7, $8, $9,
+      $10, $11, $12, $13,
+      $14, $15, $16, $17, $18, $19,
+      $20, $21, $22, $23, $24, $25,
+      $26, $27, $28, $29,
+      $30, $31,
+      $32, $33, $34, $35, $36,
+      $37, $38, $39, NOW()
+    )
+    ON CONFLICT (dispensary_id, external_product_id) DO UPDATE SET
+      c_name = EXCLUDED.c_name,
+      name = EXCLUDED.name,
+      brand_name = EXCLUDED.brand_name,
+      brand_id = EXCLUDED.brand_id,
+      brand_logo_url = EXCLUDED.brand_logo_url,
+      type = EXCLUDED.type,
+      subcategory = EXCLUDED.subcategory,
+      strain_type = EXCLUDED.strain_type,
+      provider = EXCLUDED.provider,
+      thc = EXCLUDED.thc,
+      thc_content = EXCLUDED.thc_content,
+      cbd = EXCLUDED.cbd,
+      cbd_content = EXCLUDED.cbd_content,
+      cannabinoids_v2 = EXCLUDED.cannabinoids_v2,
+      effects = EXCLUDED.effects,
+      status = EXCLUDED.status,
+      medical_only = EXCLUDED.medical_only,
+      rec_only = EXCLUDED.rec_only,
+      featured = EXCLUDED.featured,
+      coming_soon = EXCLUDED.coming_soon,
+      certificate_of_analysis_enabled = EXCLUDED.certificate_of_analysis_enabled,
+      is_below_threshold = EXCLUDED.is_below_threshold,
+      is_below_kiosk_threshold = EXCLUDED.is_below_kiosk_threshold,
+      options_below_threshold = EXCLUDED.options_below_threshold,
+      options_below_kiosk_threshold = EXCLUDED.options_below_kiosk_threshold,
+      stock_status = EXCLUDED.stock_status,
+      total_quantity_available = EXCLUDED.total_quantity_available,
+      primary_image_url = EXCLUDED.primary_image_url,
+      images = EXCLUDED.images,
+      measurements = EXCLUDED.measurements,
+      weight = EXCLUDED.weight,
+      past_c_names = EXCLUDED.past_c_names,
+      created_at_dutchie = EXCLUDED.created_at_dutchie,
+      updated_at_dutchie = EXCLUDED.updated_at_dutchie,
+      latest_raw_payload = EXCLUDED.latest_raw_payload,
+      updated_at = NOW()
+    RETURNING id
+    `,
+    [
+      product.dispensaryId,
+      product.platform,
+      product.externalProductId,
+      product.platformDispensaryId,
+      product.cName,
+      product.name,
+      product.brandName,
+      product.brandId,
+      product.brandLogoUrl,
+      product.type,
+      product.subcategory,
+      product.strainType,
+      product.provider,
+      product.thc,
+      product.thcContent,
+      product.cbd,
+      product.cbdContent,
+      product.cannabinoidsV2 ? JSON.stringify(product.cannabinoidsV2) : null,
+      product.effects ? JSON.stringify(product.effects) : null,
+      product.status,
+      product.medicalOnly,
+      product.recOnly,
+      product.featured,
+      product.comingSoon,
+      product.certificateOfAnalysisEnabled,
+      product.isBelowThreshold,
+      product.isBelowKioskThreshold,
+      product.optionsBelowThreshold,
+      product.optionsBelowKioskThreshold,
+      product.stockStatus,
+      product.totalQuantityAvailable,
+      product.primaryImageUrl,
+      product.images ? JSON.stringify(product.images) : null,
+      product.measurements ? JSON.stringify(product.measurements) : null,
+      product.weight,
+      product.pastCNames,
+      product.createdAtDutchie,
+      product.updatedAtDutchie,
+      product.latestRawPayload ? JSON.stringify(product.latestRawPayload) : null,
+    ]
+  );
+
+  return result.rows[0].id;
+}
+
+/**
+ * Insert a snapshot record
+ */
+async function insertSnapshot(snapshot: Partial<DutchieProductSnapshot>): Promise<number> {
+  const result = await query<{ id: number }>(
+    `
+    INSERT INTO dutchie_product_snapshots (
+      dutchie_product_id, dispensary_id, platform_dispensary_id, external_product_id,
+      pricing_type, crawl_mode, status, featured, special, medical_only, rec_only,
+      is_present_in_feed, stock_status,
+      rec_min_price_cents, rec_max_price_cents, rec_min_special_price_cents,
+      med_min_price_cents, med_max_price_cents, med_min_special_price_cents,
+      wholesale_min_price_cents,
+      total_quantity_available, total_kiosk_quantity_available, manual_inventory,
+      is_below_threshold, is_below_kiosk_threshold,
+      options, raw_payload, crawled_at
+    ) VALUES (
+      $1, $2, $3, $4,
+      $5, $6, $7, $8, $9, $10, $11,
+      $12, $13,
+      $14, $15, $16,
+      $17, $18, $19,
+      $20,
+      $21, $22, $23,
+      $24, $25,
+      $26, $27, $28
+    )
+    RETURNING id
+    `,
+    [
+      snapshot.dutchieProductId,
+      snapshot.dispensaryId,
+      snapshot.platformDispensaryId,
+      snapshot.externalProductId,
+      snapshot.pricingType,
+      snapshot.crawlMode,
+      snapshot.status,
+      snapshot.featured,
+      snapshot.special,
+      snapshot.medicalOnly,
+      snapshot.recOnly,
+      snapshot.isPresentInFeed ?? true,
+      snapshot.stockStatus,
+      snapshot.recMinPriceCents,
+      snapshot.recMaxPriceCents,
+      snapshot.recMinSpecialPriceCents,
+      snapshot.medMinPriceCents,
+      snapshot.medMaxPriceCents,
+      snapshot.medMinSpecialPriceCents,
+      snapshot.wholesaleMinPriceCents,
+      snapshot.totalQuantityAvailable,
+      snapshot.totalKioskQuantityAvailable,
+      snapshot.manualInventory,
+      snapshot.isBelowThreshold,
+      snapshot.isBelowKioskThreshold,
+      JSON.stringify(snapshot.options || []),
+      JSON.stringify(snapshot.rawPayload || {}),
+      snapshot.crawledAt,
+    ]
+  );
+
+  return result.rows[0].id;
+}
+
+/**
+ * Update dispensary last_crawled_at and product_count
+ */
+async function updateDispensaryCrawlStats(
+  dispensaryId: number,
+  productCount: number
+): Promise<void> {
+  await query(
+    `
+    UPDATE dispensaries
+    SET last_crawled_at = NOW(), product_count = $2, updated_at = NOW()
+    WHERE id = $1
+    `,
+    [dispensaryId, productCount]
+  );
+}
+
+/**
+ * Mark products as missing from feed
+ * Creates a snapshot with isPresentInFeed=false and stockStatus='missing_from_feed'
+ * for products that were NOT in the UNION of Mode A and Mode B product lists
+ *
+ * IMPORTANT: Uses UNION of both modes to avoid false positives
+ * If the union is empty (possible outage), we skip marking to avoid data corruption
+ */
+async function markMissingProducts(
+  dispensaryId: number,
+  platformDispensaryId: string,
+  modeAProductIds: Set<string>,
+  modeBProductIds: Set<string>,
+  pricingType: 'rec' | 'med'
+): Promise<number> {
+  // Build UNION of Mode A + Mode B product IDs
+  const unionProductIds = new Set<string>([...modeAProductIds, ...modeBProductIds]);
+
+  // OUTAGE DETECTION: If union is empty, something went wrong - don't mark anything as missing
+  if (unionProductIds.size === 0) {
+    console.warn('[ProductCrawler] OUTAGE DETECTED: Both Mode A and Mode B returned 0 products. Skipping missing product marking.');
+    return 0;
+  }
+
+  // Get all existing products for this dispensary that were not in the UNION
+  const { rows: missingProducts } = await query<{
+    id: number;
+    external_product_id: string;
+    name: string;
+  }>(
+    `
+    SELECT id, external_product_id, name
+    FROM dutchie_products
+    WHERE dispensary_id = $1
+      AND external_product_id NOT IN (SELECT unnest($2::text[]))
+    `,
+    [dispensaryId, Array.from(unionProductIds)]
+  );
+
+  if (missingProducts.length === 0) {
+    return 0;
+  }
+
+  console.log(`[ProductCrawler] Marking ${missingProducts.length} products as missing from feed (union of ${modeAProductIds.size} Mode A + ${modeBProductIds.size} Mode B = ${unionProductIds.size} unique)...`);
+
+  const crawledAt = new Date();
+  let marked = 0;
+
+  for (const product of missingProducts) {
+    try {
+      // Insert a "missing from feed" snapshot
+      await insertSnapshot({
+        dutchieProductId: product.id,
+        dispensaryId,
+        platformDispensaryId,
+        externalProductId: product.external_product_id,
+        pricingType,
+        crawlMode: 'mode_a', // Use mode_a for missing snapshots (convention)
+        status: undefined,
+        featured: false,
+        special: false,
+        medicalOnly: false,
+        recOnly: false,
+        isPresentInFeed: false,
+        stockStatus: 'missing_from_feed',
+        totalQuantityAvailable: undefined, // null = unknown, not 0
+        manualInventory: false,
+        isBelowThreshold: false,
+        isBelowKioskThreshold: false,
+        options: [],
+        rawPayload: { _missingFromFeed: true, lastKnownName: product.name },
+        crawledAt,
+      });
+
+      // Update the product's stock status
+      await query(
+        `
+        UPDATE dutchie_products
+        SET stock_status = 'missing_from_feed', total_quantity_available = NULL, updated_at = NOW()
+        WHERE id = $1
+        `,
+        [product.id]
+      );
+
+      marked++;
+    } catch (error: any) {
+      console.error(`[ProductCrawler] Error marking product ${product.external_product_id} as missing:`, error.message);
+    }
+  }
+
+  console.log(`[ProductCrawler] Marked ${marked} products as missing from feed`);
+  return marked;
+}
+
+// ============================================================
+// CRAWL ORCHESTRATION
+// ============================================================
+
+export interface CrawlResult {
+  success: boolean;
+  dispensaryId: number;
+  productsFound: number;
+  productsUpserted: number;
+  snapshotsCreated: number;
+  modeAProducts?: number;
+  modeBProducts?: number;
+  missingProductsMarked?: number;
+  errorMessage?: string;
+  durationMs: number;
+}
+
+/**
+ * Process a batch of products from a single crawl mode
+ * IMPORTANT: Stores ALL products, never filters before DB
+ * Returns the set of external product IDs that were processed
+ */
+async function processProducts(
+  products: DutchieRawProduct[],
+  dispensary: Dispensary,
+  pricingType: 'rec' | 'med',
+  crawlMode: CrawlMode
+): Promise<{ upserted: number; snapshots: number; productIds: Set<string> }> {
+  let upserted = 0;
+  let snapshots = 0;
+  const productIds = new Set<string>();
+
+  for (const raw of products) {
+    try {
+      const externalId = raw._id || raw.id || '';
+      productIds.add(externalId);
+
+      // Upsert the canonical product - NEVER filter, store everything
+      const normalizedProduct = normalizeProduct(
+        raw,
+        dispensary.id,
+        dispensary.platformDispensaryId!
+      );
+      const productId = await upsertProduct(normalizedProduct);
+      upserted++;
+
+      // Create snapshot with crawl mode
+      const snapshot = normalizeSnapshot(
+        raw,
+        productId,
+        dispensary.id,
+        dispensary.platformDispensaryId!,
+        pricingType,
+        crawlMode
+      );
+      await insertSnapshot(snapshot);
+      snapshots++;
+    } catch (error: any) {
+      console.error(`[ProductCrawler] Error processing product ${raw._id}:`, error.message);
+    }
+  }
+
+  return { upserted, snapshots, productIds };
+}
+
+/**
+ * Crawl all products for a single dispensary using BOTH modes
+ * Mode A: UI parity (Status: Active)
+ * Mode B: MAX COVERAGE (no Status filter, bypass thresholds)
+ *
+ * This ensures we capture ALL products including out-of-stock items
+ */
+export async function crawlDispensaryProducts(
+  dispensary: Dispensary,
+  pricingType: 'rec' | 'med' = 'rec',
+  options: { useBothModes?: boolean } = {}
+): Promise<CrawlResult> {
+  const { useBothModes = true } = options;
+  const startTime = Date.now();
+
+  if (!dispensary.platformDispensaryId) {
+    return {
+      success: false,
+      dispensaryId: dispensary.id,
+      productsFound: 0,
+      productsUpserted: 0,
+      snapshotsCreated: 0,
+      errorMessage: 'Missing platformDispensaryId',
+      durationMs: Date.now() - startTime,
+    };
+  }
+
+  try {
+    console.log(`[ProductCrawler] Crawling ${dispensary.name} (${dispensary.platformDispensaryId})...`);
+
+    let totalUpserted = 0;
+    let totalSnapshots = 0;
+    let modeAProducts = 0;
+    let modeBProducts = 0;
+    let missingMarked = 0;
+
+    // Track product IDs separately for each mode (needed for missing product detection)
+    const modeAProductIds = new Set<string>();
+    const modeBProductIds = new Set<string>();
+
+    if (useBothModes) {
+      // Run two-mode crawl for maximum coverage
+      const bothResults = await fetchAllProductsBothModes(
+        dispensary.platformDispensaryId,
+        pricingType
+      );
+
+      modeAProducts = bothResults.modeA.products.length;
+      modeBProducts = bothResults.modeB.products.length;
+
+      console.log(`[ProductCrawler] Two-mode crawl: Mode A=${modeAProducts}, Mode B=${modeBProducts}, Merged=${bothResults.merged.products.length}`);
+
+      // Collect Mode A product IDs
+      for (const p of bothResults.modeA.products) {
+        modeAProductIds.add(p._id);
+      }
+
+      // Collect Mode B product IDs
+      for (const p of bothResults.modeB.products) {
+        modeBProductIds.add(p._id);
+      }
+
+      // Process MERGED products (includes options from both modes)
+      if (bothResults.merged.products.length > 0) {
+        const mergedResult = await processProducts(
+          bothResults.merged.products,
+          dispensary,
+          pricingType,
+          'mode_a' // Use mode_a for merged products (convention)
+        );
+        totalUpserted = mergedResult.upserted;
+        totalSnapshots = mergedResult.snapshots;
+      }
+    } else {
+      // Single mode crawl (Mode A only)
+      const { products, crawlMode } = await fetchAllProducts(
+        dispensary.platformDispensaryId,
+        pricingType,
+        { crawlMode: 'mode_a' }
+      );
+
+      modeAProducts = products.length;
+
+      // Collect Mode A product IDs
+      for (const p of products) {
+        modeAProductIds.add(p._id);
+      }
+
+      const result = await processProducts(products, dispensary, pricingType, crawlMode);
+      totalUpserted = result.upserted;
+      totalSnapshots = result.snapshots;
+    }
+
+    // Mark products as missing using UNION of Mode A + Mode B
+    // The function handles outage detection (empty union = skip marking)
+    missingMarked = await markMissingProducts(
+      dispensary.id,
+      dispensary.platformDispensaryId,
+      modeAProductIds,
+      modeBProductIds,
+      pricingType
+    );
+    totalSnapshots += missingMarked;
+
+    // Update dispensary stats
+    await updateDispensaryCrawlStats(dispensary.id, totalUpserted);
+
+    console.log(`[ProductCrawler] Completed: ${totalUpserted} products, ${totalSnapshots} snapshots, ${missingMarked} marked missing`);
+
+    return {
+      success: true,
+      dispensaryId: dispensary.id,
+      productsFound: modeAProducts + modeBProducts,
+      productsUpserted: totalUpserted,
+      snapshotsCreated: totalSnapshots,
+      modeAProducts,
+      modeBProducts,
+      missingProductsMarked: missingMarked,
+      durationMs: Date.now() - startTime,
+    };
+  } catch (error: any) {
+    console.error(`[ProductCrawler] Failed to crawl ${dispensary.name}:`, error.message);
+    return {
+      success: false,
+      dispensaryId: dispensary.id,
+      productsFound: 0,
+      productsUpserted: 0,
+      snapshotsCreated: 0,
+      errorMessage: error.message,
+      durationMs: Date.now() - startTime,
+    };
+  }
+}
+
+/**
+ * Crawl all Arizona dispensaries
+ */
+export async function crawlAllArizonaDispensaries(
+  pricingType: 'rec' | 'med' = 'rec'
+): Promise<CrawlResult[]> {
+  const results: CrawlResult[] = [];
+
+  // Get all AZ dispensaries with platform IDs
+  const { rows: dispensaries } = await query<Dispensary>(
+    `
+    SELECT * FROM dispensaries
+    WHERE state = 'AZ' AND platform = 'dutchie' AND platform_dispensary_id IS NOT NULL
+    ORDER BY id
+    `
+  );
+
+  console.log(`[ProductCrawler] Starting crawl of ${dispensaries.length} dispensaries...`);
+
+  for (const dispensary of dispensaries) {
+    const result = await crawlDispensaryProducts(dispensary, pricingType);
+    results.push(result);
+
+    // Delay between dispensaries
+    await new Promise((r) => setTimeout(r, 2000));
+  }
+
+  const successful = results.filter((r) => r.success).length;
+  const totalProducts = results.reduce((sum, r) => sum + r.productsUpserted, 0);
+  const totalSnapshots = results.reduce((sum, r) => sum + r.snapshotsCreated, 0);
+
+  console.log(`[ProductCrawler] Completed: ${successful}/${dispensaries.length} stores, ${totalProducts} products, ${totalSnapshots} snapshots`);
+
+  return results;
+}

backend/src/dutchie-az/services/scheduler.ts

@@ -0,0 +1,763 @@
+/**
+ * Dutchie AZ Scheduler Service
+ *
+ * Handles scheduled crawling with JITTER - no fixed intervals!
+ * Each job re-schedules itself with a NEW random offset after each run.
+ * This makes timing "wander" around the clock, avoiding detectable patterns.
+ *
+ * Jitter Logic:
+ *   nextRunAt = lastRunAt + baseIntervalMinutes + random(-jitterMinutes, +jitterMinutes)
+ *
+ * Example: 4-hour base with ±30min jitter = runs anywhere from 3h30m to 4h30m apart
+ */
+
+import { query, getClient } from '../db/connection';
+import { crawlDispensaryProducts, CrawlResult } from './product-crawler';
+import { JobSchedule, JobStatus, Dispensary } from '../types';
+
+// Scheduler poll interval (how often we check for due jobs)
+const SCHEDULER_POLL_INTERVAL_MS = 60 * 1000; // 1 minute
+
+// Track running state
+let isSchedulerRunning = false;
+let schedulerInterval: NodeJS.Timeout | null = null;
+
+// ============================================================
+// JITTER CALCULATION
+// ============================================================
+
+/**
+ * Generate a random jitter value in minutes
+ * Returns a value between -jitterMinutes and +jitterMinutes
+ */
+function getRandomJitterMinutes(jitterMinutes: number): number {
+  // random() returns [0, 1), we want [-jitter, +jitter]
+  return (Math.random() * 2 - 1) * jitterMinutes;
+}
+
+/**
+ * Calculate next run time with jitter
+ * nextRunAt = baseTime + baseIntervalMinutes + random(-jitter, +jitter)
+ */
+function calculateNextRunAt(
+  baseTime: Date,
+  baseIntervalMinutes: number,
+  jitterMinutes: number
+): Date {
+  const jitter = getRandomJitterMinutes(jitterMinutes);
+  const totalMinutes = baseIntervalMinutes + jitter;
+  const totalMs = totalMinutes * 60 * 1000;
+  return new Date(baseTime.getTime() + totalMs);
+}
+
+// ============================================================
+// DATABASE OPERATIONS
+// ============================================================
+
+/**
+ * Get all job schedules
+ */
+export async function getAllSchedules(): Promise<JobSchedule[]> {
+  const { rows } = await query<any>(`
+    SELECT
+      id, job_name, description, enabled,
+      base_interval_minutes, jitter_minutes,
+      last_run_at, last_status, last_error_message, last_duration_ms,
+      next_run_at, job_config, created_at, updated_at
+    FROM job_schedules
+    ORDER BY job_name
+  `);
+
+  return rows.map(row => ({
+    id: row.id,
+    jobName: row.job_name,
+    description: row.description,
+    enabled: row.enabled,
+    baseIntervalMinutes: row.base_interval_minutes,
+    jitterMinutes: row.jitter_minutes,
+    lastRunAt: row.last_run_at,
+    lastStatus: row.last_status,
+    lastErrorMessage: row.last_error_message,
+    lastDurationMs: row.last_duration_ms,
+    nextRunAt: row.next_run_at,
+    jobConfig: row.job_config,
+    createdAt: row.created_at,
+    updatedAt: row.updated_at,
+  }));
+}
+
+/**
+ * Get a single schedule by ID
+ */
+export async function getScheduleById(id: number): Promise<JobSchedule | null> {
+  const { rows } = await query<any>(
+    `SELECT * FROM job_schedules WHERE id = $1`,
+    [id]
+  );
+
+  if (rows.length === 0) return null;
+
+  const row = rows[0];
+  return {
+    id: row.id,
+    jobName: row.job_name,
+    description: row.description,
+    enabled: row.enabled,
+    baseIntervalMinutes: row.base_interval_minutes,
+    jitterMinutes: row.jitter_minutes,
+    lastRunAt: row.last_run_at,
+    lastStatus: row.last_status,
+    lastErrorMessage: row.last_error_message,
+    lastDurationMs: row.last_duration_ms,
+    nextRunAt: row.next_run_at,
+    jobConfig: row.job_config,
+    createdAt: row.created_at,
+    updatedAt: row.updated_at,
+  };
+}
+
+/**
+ * Create a new schedule
+ */
+export async function createSchedule(schedule: {
+  jobName: string;
+  description?: string;
+  enabled?: boolean;
+  baseIntervalMinutes: number;
+  jitterMinutes: number;
+  jobConfig?: Record<string, any>;
+  startImmediately?: boolean;
+}): Promise<JobSchedule> {
+  // Calculate initial nextRunAt
+  const nextRunAt = schedule.startImmediately
+    ? new Date() // Start immediately
+    : calculateNextRunAt(new Date(), schedule.baseIntervalMinutes, schedule.jitterMinutes);
+
+  const { rows } = await query<any>(
+    `
+    INSERT INTO job_schedules (
+      job_name, description, enabled,
+      base_interval_minutes, jitter_minutes,
+      next_run_at, job_config
+    ) VALUES ($1, $2, $3, $4, $5, $6, $7)
+    RETURNING *
+    `,
+    [
+      schedule.jobName,
+      schedule.description || null,
+      schedule.enabled ?? true,
+      schedule.baseIntervalMinutes,
+      schedule.jitterMinutes,
+      nextRunAt,
+      schedule.jobConfig ? JSON.stringify(schedule.jobConfig) : null,
+    ]
+  );
+
+  const row = rows[0];
+  console.log(`[Scheduler] Created schedule "${schedule.jobName}" - next run at ${nextRunAt.toISOString()}`);
+
+  return {
+    id: row.id,
+    jobName: row.job_name,
+    description: row.description,
+    enabled: row.enabled,
+    baseIntervalMinutes: row.base_interval_minutes,
+    jitterMinutes: row.jitter_minutes,
+    lastRunAt: row.last_run_at,
+    lastStatus: row.last_status,
+    lastErrorMessage: row.last_error_message,
+    lastDurationMs: row.last_duration_ms,
+    nextRunAt: row.next_run_at,
+    jobConfig: row.job_config,
+    createdAt: row.created_at,
+    updatedAt: row.updated_at,
+  };
+}
+
+/**
+ * Update a schedule
+ */
+export async function updateSchedule(
+  id: number,
+  updates: {
+    description?: string;
+    enabled?: boolean;
+    baseIntervalMinutes?: number;
+    jitterMinutes?: number;
+    jobConfig?: Record<string, any>;
+  }
+): Promise<JobSchedule | null> {
+  const setClauses: string[] = [];
+  const params: any[] = [];
+  let paramIndex = 1;
+
+  if (updates.description !== undefined) {
+    setClauses.push(`description = $${paramIndex++}`);
+    params.push(updates.description);
+  }
+  if (updates.enabled !== undefined) {
+    setClauses.push(`enabled = $${paramIndex++}`);
+    params.push(updates.enabled);
+  }
+  if (updates.baseIntervalMinutes !== undefined) {
+    setClauses.push(`base_interval_minutes = $${paramIndex++}`);
+    params.push(updates.baseIntervalMinutes);
+  }
+  if (updates.jitterMinutes !== undefined) {
+    setClauses.push(`jitter_minutes = $${paramIndex++}`);
+    params.push(updates.jitterMinutes);
+  }
+  if (updates.jobConfig !== undefined) {
+    setClauses.push(`job_config = $${paramIndex++}`);
+    params.push(JSON.stringify(updates.jobConfig));
+  }
+
+  if (setClauses.length === 0) {
+    return getScheduleById(id);
+  }
+
+  setClauses.push(`updated_at = NOW()`);
+  params.push(id);
+
+  const { rows } = await query<any>(
+    `UPDATE job_schedules SET ${setClauses.join(', ')} WHERE id = $${paramIndex} RETURNING *`,
+    params
+  );
+
+  if (rows.length === 0) return null;
+
+  const row = rows[0];
+  return {
+    id: row.id,
+    jobName: row.job_name,
+    description: row.description,
+    enabled: row.enabled,
+    baseIntervalMinutes: row.base_interval_minutes,
+    jitterMinutes: row.jitter_minutes,
+    lastRunAt: row.last_run_at,
+    lastStatus: row.last_status,
+    lastErrorMessage: row.last_error_message,
+    lastDurationMs: row.last_duration_ms,
+    nextRunAt: row.next_run_at,
+    jobConfig: row.job_config,
+    createdAt: row.created_at,
+    updatedAt: row.updated_at,
+  };
+}
+
+/**
+ * Delete a schedule
+ */
+export async function deleteSchedule(id: number): Promise<boolean> {
+  const result = await query(`DELETE FROM job_schedules WHERE id = $1`, [id]);
+  return (result.rowCount || 0) > 0;
+}
+
+/**
+ * Mark a schedule as running
+ */
+async function markScheduleRunning(id: number): Promise<void> {
+  await query(
+    `UPDATE job_schedules SET last_status = 'running', updated_at = NOW() WHERE id = $1`,
+    [id]
+  );
+}
+
+/**
+ * Update schedule after job completion with NEW jittered next_run_at
+ */
+async function updateScheduleAfterRun(
+  id: number,
+  status: JobStatus,
+  durationMs: number,
+  errorMessage?: string
+): Promise<void> {
+  // Get current schedule to calculate new nextRunAt
+  const schedule = await getScheduleById(id);
+  if (!schedule) return;
+
+  const now = new Date();
+  const newNextRunAt = calculateNextRunAt(
+    now,
+    schedule.baseIntervalMinutes,
+    schedule.jitterMinutes
+  );
+
+  console.log(`[Scheduler] Schedule "${schedule.jobName}" completed (${status}). Next run: ${newNextRunAt.toISOString()}`);
+
+  await query(
+    `
+    UPDATE job_schedules SET
+      last_run_at = $2,
+      last_status = $3,
+      last_error_message = $4,
+      last_duration_ms = $5,
+      next_run_at = $6,
+      updated_at = NOW()
+    WHERE id = $1
+    `,
+    [id, now, status, errorMessage || null, durationMs, newNextRunAt]
+  );
+}
+
+/**
+ * Create a job run log entry
+ */
+async function createRunLog(
+  scheduleId: number,
+  jobName: string,
+  status: 'pending' | 'running'
+): Promise<number> {
+  const { rows } = await query<{ id: number }>(
+    `
+    INSERT INTO job_run_logs (schedule_id, job_name, status, started_at)
+    VALUES ($1, $2, $3, NOW())
+    RETURNING id
+    `,
+    [scheduleId, jobName, status]
+  );
+  return rows[0].id;
+}
+
+/**
+ * Update a job run log entry
+ */
+async function updateRunLog(
+  runLogId: number,
+  status: 'success' | 'error' | 'partial',
+  results: {
+    durationMs: number;
+    errorMessage?: string;
+    itemsProcessed?: number;
+    itemsSucceeded?: number;
+    itemsFailed?: number;
+    metadata?: any;
+  }
+): Promise<void> {
+  await query(
+    `
+    UPDATE job_run_logs SET
+      status = $2,
+      completed_at = NOW(),
+      duration_ms = $3,
+      error_message = $4,
+      items_processed = $5,
+      items_succeeded = $6,
+      items_failed = $7,
+      metadata = $8
+    WHERE id = $1
+    `,
+    [
+      runLogId,
+      status,
+      results.durationMs,
+      results.errorMessage || null,
+      results.itemsProcessed || 0,
+      results.itemsSucceeded || 0,
+      results.itemsFailed || 0,
+      results.metadata ? JSON.stringify(results.metadata) : null,
+    ]
+  );
+}
+
+/**
+ * Get job run logs
+ */
+export async function getRunLogs(options: {
+  scheduleId?: number;
+  jobName?: string;
+  limit?: number;
+  offset?: number;
+}): Promise<{ logs: any[]; total: number }> {
+  const { scheduleId, jobName, limit = 50, offset = 0 } = options;
+
+  let whereClause = 'WHERE 1=1';
+  const params: any[] = [];
+  let paramIndex = 1;
+
+  if (scheduleId) {
+    whereClause += ` AND schedule_id = $${paramIndex++}`;
+    params.push(scheduleId);
+  }
+  if (jobName) {
+    whereClause += ` AND job_name = $${paramIndex++}`;
+    params.push(jobName);
+  }
+
+  params.push(limit, offset);
+
+  const { rows } = await query(
+    `
+    SELECT * FROM job_run_logs
+    ${whereClause}
+    ORDER BY created_at DESC
+    LIMIT $${paramIndex} OFFSET $${paramIndex + 1}
+    `,
+    params
+  );
+
+  const { rows: countRows } = await query(
+    `SELECT COUNT(*) as total FROM job_run_logs ${whereClause}`,
+    params.slice(0, -2)
+  );
+
+  return {
+    logs: rows,
+    total: parseInt(countRows[0]?.total || '0', 10),
+  };
+}
+
+// ============================================================
+// JOB EXECUTION
+// ============================================================
+
+/**
+ * Execute a job based on its name
+ */
+async function executeJob(schedule: JobSchedule): Promise<{
+  status: JobStatus;
+  itemsProcessed: number;
+  itemsSucceeded: number;
+  itemsFailed: number;
+  errorMessage?: string;
+  metadata?: any;
+}> {
+  const config = schedule.jobConfig || {};
+
+  switch (schedule.jobName) {
+    case 'dutchie_az_product_crawl':
+      return executeProductCrawl(config);
+    case 'dutchie_az_discovery':
+      return executeDiscovery(config);
+    default:
+      throw new Error(`Unknown job type: ${schedule.jobName}`);
+  }
+}
+
+/**
+ * Execute the AZ Dutchie product crawl job
+ */
+async function executeProductCrawl(config: Record<string, any>): Promise<{
+  status: JobStatus;
+  itemsProcessed: number;
+  itemsSucceeded: number;
+  itemsFailed: number;
+  errorMessage?: string;
+  metadata?: any;
+}> {
+  const pricingType = config.pricingType || 'rec';
+  const useBothModes = config.useBothModes !== false;
+
+  // Get all dispensaries with platform IDs
+  const { rows: dispensaries } = await query<Dispensary>(
+    `
+    SELECT * FROM dispensaries
+    WHERE state = 'AZ' AND platform = 'dutchie' AND platform_dispensary_id IS NOT NULL
+    ORDER BY last_crawled_at ASC NULLS FIRST
+    `
+  );
+
+  if (dispensaries.length === 0) {
+    return {
+      status: 'success',
+      itemsProcessed: 0,
+      itemsSucceeded: 0,
+      itemsFailed: 0,
+      metadata: { message: 'No dispensaries to crawl' },
+    };
+  }
+
+  console.log(`[Scheduler] Crawling ${dispensaries.length} dispensaries...`);
+
+  let succeeded = 0;
+  let failed = 0;
+  let totalProducts = 0;
+  let totalSnapshots = 0;
+  const errors: string[] = [];
+
+  for (const dispensary of dispensaries) {
+    try {
+      const result = await crawlDispensaryProducts(dispensary, pricingType, { useBothModes });
+
+      if (result.success) {
+        succeeded++;
+        totalProducts += result.productsUpserted;
+        totalSnapshots += result.snapshotsCreated;
+      } else {
+        failed++;
+        if (result.errorMessage) {
+          errors.push(`${dispensary.name}: ${result.errorMessage}`);
+        }
+      }
+
+      // Delay between dispensaries
+      await new Promise(r => setTimeout(r, 5000));
+    } catch (error: any) {
+      failed++;
+      errors.push(`${dispensary.name}: ${error.message}`);
+    }
+  }
+
+  const status: JobStatus = failed === 0 ? 'success' : succeeded === 0 ? 'error' : 'partial';
+
+  return {
+    status,
+    itemsProcessed: dispensaries.length,
+    itemsSucceeded: succeeded,
+    itemsFailed: failed,
+    errorMessage: errors.length > 0 ? errors.slice(0, 5).join('; ') : undefined,
+    metadata: {
+      totalProducts,
+      totalSnapshots,
+      pricingType,
+      useBothModes,
+    },
+  };
+}
+
+/**
+ * Execute the AZ Dutchie discovery job (placeholder)
+ */
+async function executeDiscovery(_config: Record<string, any>): Promise<{
+  status: JobStatus;
+  itemsProcessed: number;
+  itemsSucceeded: number;
+  itemsFailed: number;
+  errorMessage?: string;
+  metadata?: any;
+}> {
+  // Placeholder - implement discovery logic
+  return {
+    status: 'success',
+    itemsProcessed: 0,
+    itemsSucceeded: 0,
+    itemsFailed: 0,
+    metadata: { message: 'Discovery not yet implemented' },
+  };
+}
+
+// ============================================================
+// SCHEDULER RUNNER
+// ============================================================
+
+/**
+ * Check for due jobs and run them
+ */
+async function checkAndRunDueJobs(): Promise<void> {
+  try {
+    // Get enabled schedules where nextRunAt <= now
+    const { rows } = await query<any>(
+      `
+      SELECT * FROM job_schedules
+      WHERE enabled = true
+        AND next_run_at IS NOT NULL
+        AND next_run_at <= NOW()
+        AND (last_status IS NULL OR last_status != 'running')
+      ORDER BY next_run_at ASC
+      `
+    );
+
+    if (rows.length === 0) return;
+
+    console.log(`[Scheduler] Found ${rows.length} due job(s)`);
+
+    for (const row of rows) {
+      const schedule: JobSchedule = {
+        id: row.id,
+        jobName: row.job_name,
+        description: row.description,
+        enabled: row.enabled,
+        baseIntervalMinutes: row.base_interval_minutes,
+        jitterMinutes: row.jitter_minutes,
+        lastRunAt: row.last_run_at,
+        lastStatus: row.last_status,
+        lastErrorMessage: row.last_error_message,
+        lastDurationMs: row.last_duration_ms,
+        nextRunAt: row.next_run_at,
+        jobConfig: row.job_config,
+        createdAt: row.created_at,
+        updatedAt: row.updated_at,
+      };
+
+      await runScheduledJob(schedule);
+    }
+  } catch (error) {
+    console.error('[Scheduler] Error checking for due jobs:', error);
+  }
+}
+
+/**
+ * Run a single scheduled job
+ */
+async function runScheduledJob(schedule: JobSchedule): Promise<void> {
+  const startTime = Date.now();
+
+  console.log(`[Scheduler] Starting job "${schedule.jobName}"...`);
+
+  // Mark as running
+  await markScheduleRunning(schedule.id);
+
+  // Create run log entry
+  const runLogId = await createRunLog(schedule.id, schedule.jobName, 'running');
+
+  try {
+    // Execute the job
+    const result = await executeJob(schedule);
+
+    const durationMs = Date.now() - startTime;
+
+    // Determine final status (exclude 'running' and null)
+    const finalStatus: 'success' | 'error' | 'partial' =
+      result.status === 'running' || result.status === null
+        ? 'success'
+        : result.status;
+
+    // Update run log
+    await updateRunLog(runLogId, finalStatus, {
+      durationMs,
+      errorMessage: result.errorMessage,
+      itemsProcessed: result.itemsProcessed,
+      itemsSucceeded: result.itemsSucceeded,
+      itemsFailed: result.itemsFailed,
+      metadata: result.metadata,
+    });
+
+    // Update schedule with NEW jittered next_run_at
+    await updateScheduleAfterRun(
+      schedule.id,
+      result.status,
+      durationMs,
+      result.errorMessage
+    );
+
+    console.log(`[Scheduler] Job "${schedule.jobName}" completed in ${Math.round(durationMs / 1000)}s (${result.status})`);
+
+  } catch (error: any) {
+    const durationMs = Date.now() - startTime;
+
+    console.error(`[Scheduler] Job "${schedule.jobName}" failed:`, error.message);
+
+    // Update run log with error
+    await updateRunLog(runLogId, 'error', {
+      durationMs,
+      errorMessage: error.message,
+      itemsProcessed: 0,
+      itemsSucceeded: 0,
+      itemsFailed: 0,
+    });
+
+    // Update schedule with NEW jittered next_run_at
+    await updateScheduleAfterRun(schedule.id, 'error', durationMs, error.message);
+  }
+}
+
+// ============================================================
+// PUBLIC API
+// ============================================================
+
+/**
+ * Start the scheduler
+ */
+export function startScheduler(): void {
+  if (isSchedulerRunning) {
+    console.log('[Scheduler] Scheduler is already running');
+    return;
+  }
+
+  isSchedulerRunning = true;
+  console.log(`[Scheduler] Starting scheduler (polling every ${SCHEDULER_POLL_INTERVAL_MS / 1000}s)...`);
+
+  // Immediately check for due jobs
+  checkAndRunDueJobs();
+
+  // Set up interval to check for due jobs
+  schedulerInterval = setInterval(checkAndRunDueJobs, SCHEDULER_POLL_INTERVAL_MS);
+}
+
+/**
+ * Stop the scheduler
+ */
+export function stopScheduler(): void {
+  if (!isSchedulerRunning) {
+    console.log('[Scheduler] Scheduler is not running');
+    return;
+  }
+
+  isSchedulerRunning = false;
+
+  if (schedulerInterval) {
+    clearInterval(schedulerInterval);
+    schedulerInterval = null;
+  }
+
+  console.log('[Scheduler] Scheduler stopped');
+}
+
+/**
+ * Get scheduler status
+ */
+export function getSchedulerStatus(): {
+  running: boolean;
+  pollIntervalMs: number;
+} {
+  return {
+    running: isSchedulerRunning,
+    pollIntervalMs: SCHEDULER_POLL_INTERVAL_MS,
+  };
+}
+
+/**
+ * Trigger immediate execution of a schedule
+ */
+export async function triggerScheduleNow(scheduleId: number): Promise<{
+  success: boolean;
+  message: string;
+}> {
+  const schedule = await getScheduleById(scheduleId);
+  if (!schedule) {
+    return { success: false, message: 'Schedule not found' };
+  }
+
+  if (schedule.lastStatus === 'running') {
+    return { success: false, message: 'Job is already running' };
+  }
+
+  // Run the job
+  await runScheduledJob(schedule);
+
+  return { success: true, message: 'Job triggered successfully' };
+}
+
+/**
+ * Initialize default schedules if they don't exist
+ */
+export async function initializeDefaultSchedules(): Promise<void> {
+  const schedules = await getAllSchedules();
+
+  // Check if product crawl schedule exists
+  const productCrawlExists = schedules.some(s => s.jobName === 'dutchie_az_product_crawl');
+  if (!productCrawlExists) {
+    await createSchedule({
+      jobName: 'dutchie_az_product_crawl',
+      description: 'Crawl all AZ Dutchie dispensary products',
+      enabled: true,
+      baseIntervalMinutes: 240, // 4 hours
+      jitterMinutes: 30,        // ±30 minutes
+      jobConfig: { pricingType: 'rec', useBothModes: true },
+      startImmediately: false,
+    });
+    console.log('[Scheduler] Created default product crawl schedule');
+  }
+}
+
+// Re-export for backward compatibility
+export { crawlDispensaryProducts as crawlSingleDispensary } from './product-crawler';
+
+export async function triggerImmediateCrawl(): Promise<{ success: boolean; message: string }> {
+  const schedules = await getAllSchedules();
+  const productCrawl = schedules.find(s => s.jobName === 'dutchie_az_product_crawl');
+  if (productCrawl) {
+    return triggerScheduleNow(productCrawl.id);
+  }
+  return { success: false, message: 'Product crawl schedule not found' };
+}

backend/src/dutchie-az/types/index.ts

@@ -0,0 +1,667 @@
+/**
+ * Dutchie AZ Data Types
+ *
+ * Complete TypeScript interfaces for the isolated Dutchie Arizona data pipeline.
+ * These types map directly to Dutchie's GraphQL FilteredProducts response.
+ */
+
+// ============================================================
+// GRAPHQL RESPONSE TYPES (from Dutchie API)
+// ============================================================
+
+/**
+ * Raw Dutchie brand object from GraphQL
+ */
+export interface DutchieBrand {
+  id: string;
+  _id?: string;
+  name: string;
+  parentBrandId?: string;
+  imageUrl?: string;
+  description?: string;
+  __typename?: string;
+}
+
+/**
+ * Raw Dutchie image object from GraphQL
+ */
+export interface DutchieImage {
+  url: string;
+  description?: string;
+  active?: boolean;
+  __typename?: string;
+}
+
+/**
+ * POSMetaData.children - option-level inventory/pricing
+ */
+export interface DutchiePOSChild {
+  activeBatchTags?: any;
+  canonicalBrandId?: string;
+  canonicalBrandName?: string;
+  canonicalCategory?: string;
+  canonicalCategoryId?: string;
+  canonicalEffectivePotencyMg?: number;
+  canonicalID?: string;
+  canonicalPackageId?: string;
+  canonicalImgUrl?: string;
+  canonicalLabResultUrl?: string;
+  canonicalName?: string;
+  canonicalSKU?: string;
+  canonicalProductTags?: string[];
+  canonicalStrainId?: string;
+  canonicalVendorId?: string;
+  kioskQuantityAvailable?: number;
+  medPrice?: number;
+  option?: string;
+  packageQuantity?: number;
+  price?: number;
+  quantity?: number;
+  quantityAvailable?: number;
+  recEquivalent?: number;
+  recPrice?: number;
+  standardEquivalent?: number;
+  __typename?: string;
+}
+
+/**
+ * POSMetaData object from GraphQL
+ */
+export interface DutchiePOSMetaData {
+  activeBatchTags?: any;
+  canonicalBrandId?: string;
+  canonicalBrandName?: string;
+  canonicalCategory?: string;
+  canonicalCategoryId?: string;
+  canonicalID?: string;
+  canonicalPackageId?: string;
+  canonicalImgUrl?: string;
+  canonicalLabResultUrl?: string;
+  canonicalName?: string;
+  canonicalProductTags?: string[];
+  canonicalSKU?: string;
+  canonicalStrainId?: string;
+  canonicalVendorId?: string;
+  children?: DutchiePOSChild[];
+  integrationID?: string;
+  __typename?: string;
+}
+
+/**
+ * THC/CBD Content structure
+ */
+export interface DutchiePotencyContent {
+  unit?: string;
+  range?: number[];
+}
+
+/**
+ * CannabinoidV2 structure
+ */
+export interface DutchieCannabinoidV2 {
+  value: number;
+  unit: string;
+  cannabinoid: {
+    name: string;
+  };
+}
+
+/**
+ * Special data structure
+ */
+export interface DutchieSpecialData {
+  saleSpecials?: Array<{
+    specialId: string;
+    specialName: string;
+    discount: number;
+    percentDiscount: boolean;
+    dollarDiscount: boolean;
+    specialType: string;
+  }>;
+  bogoSpecials?: any;
+}
+
+/**
+ * Complete raw product from Dutchie GraphQL FilteredProducts
+ */
+export interface DutchieRawProduct {
+  _id: string;
+  id?: string;
+  AdditionalOptions?: any;
+  duplicatedProductId?: string;
+  libraryProductId?: string;
+  libraryProductScore?: number;
+
+  // Brand
+  brand?: DutchieBrand;
+  brandId?: string;
+  brandName?: string;
+  brandLogo?: string;
+
+  // Potency
+  CBD?: number;
+  CBDContent?: DutchiePotencyContent;
+  THC?: number;
+  THCContent?: DutchiePotencyContent;
+  cannabinoidsV2?: DutchieCannabinoidV2[];
+
+  // Flags
+  certificateOfAnalysisEnabled?: boolean;
+  collectionCardBadge?: string;
+  comingSoon?: boolean;
+  featured?: boolean;
+  medicalOnly?: boolean;
+  recOnly?: boolean;
+  nonArmsLength?: boolean;
+  vapeTaxApplicable?: boolean;
+  useBetterPotencyTaxes?: boolean;
+
+  // Timestamps
+  createdAt?: string;
+  updatedAt?: string;
+
+  // Dispensary
+  DispensaryID: string;
+  enterpriseProductId?: string;
+
+  // Images
+  Image?: string;
+  images?: DutchieImage[];
+
+  // Measurements
+  measurements?: {
+    netWeight?: {
+      unit: string;
+      values: number[];
+    };
+    volume?: any;
+  };
+  weight?: number | string;
+
+  // Product identity
+  Name: string;
+  cName: string;
+  pastCNames?: string[];
+
+  // Options
+  Options?: string[];
+  rawOptions?: string[];
+  limitsPerCustomer?: any;
+  manualInventory?: boolean;
+
+  // POS data
+  POSMetaData?: DutchiePOSMetaData;
+
+  // Pricing
+  Prices?: number[];
+  recPrices?: number[];
+  medicalPrices?: number[];
+  recSpecialPrices?: number[];
+  medicalSpecialPrices?: number[];
+  wholesalePrices?: number[];
+  pricingTierData?: any;
+  specialIdsPerOption?: any;
+
+  // Specials
+  special?: boolean;
+  specialData?: DutchieSpecialData;
+
+  // Classification
+  Status?: string;
+  strainType?: string;
+  subcategory?: string;
+  type?: string;
+  provider?: string;
+  effects?: Record<string, any>;
+
+  // Threshold flags
+  isBelowThreshold?: boolean;
+  isBelowKioskThreshold?: boolean;
+  optionsBelowThreshold?: boolean;
+  optionsBelowKioskThreshold?: boolean;
+
+  // Misc
+  bottleDepositTaxCents?: number;
+  __typename?: string;
+}
+
+// ============================================================
+// DERIVED TYPES
+// ============================================================
+
+/**
+ * StockStatus - derived from POSMetaData.children quantityAvailable
+ * - 'in_stock': At least one option has quantityAvailable > 0
+ * - 'out_of_stock': All options have quantityAvailable === 0
+ * - 'unknown': No POSMetaData.children or quantityAvailable data
+ * - 'missing_from_feed': Product was not present in the latest crawl feed
+ */
+export type StockStatus = 'in_stock' | 'out_of_stock' | 'unknown' | 'missing_from_feed';
+
+/**
+ * CrawlMode - defines how products are fetched from Dutchie
+ * - 'mode_a': UI parity - Status: 'Active', threshold removal ON
+ * - 'mode_b': MAX COVERAGE - No Status filter, bypass thresholds
+ */
+export type CrawlMode = 'mode_a' | 'mode_b';
+
+/**
+ * Per-option stock status type
+ */
+export type OptionStockStatus = 'in_stock' | 'out_of_stock' | 'unknown';
+
+/**
+ * Get available quantity for a single option
+ * Priority: quantityAvailable > kioskQuantityAvailable > quantity
+ */
+export function getOptionQuantity(child: DutchiePOSChild): number | null {
+  if (typeof child.quantityAvailable === 'number') return child.quantityAvailable;
+  if (typeof child.kioskQuantityAvailable === 'number') return child.kioskQuantityAvailable;
+  if (typeof child.quantity === 'number') return child.quantity;
+  return null; // No quantity data available
+}
+
+/**
+ * Derive stock status for a single option
+ * Returns: 'in_stock' if qty > 0, 'out_of_stock' if qty === 0, 'unknown' if no data
+ */
+export function deriveOptionStockStatus(child: DutchiePOSChild): OptionStockStatus {
+  const qty = getOptionQuantity(child);
+  if (qty === null) return 'unknown';
+  return qty > 0 ? 'in_stock' : 'out_of_stock';
+}
+
+/**
+ * Derive product-level stock status from POSMetaData.children
+ *
+ * Logic per spec:
+ * - If ANY child is "in_stock" → product is "in_stock"
+ * - Else if ALL children are "out_of_stock" → product is "out_of_stock"
+ * - Else → product is "unknown"
+ *
+ * IMPORTANT: Threshold flags (isBelowThreshold, etc.) do NOT override stock status.
+ * They only indicate "low stock" - if qty > 0, status stays "in_stock".
+ */
+export function deriveStockStatus(product: DutchieRawProduct): StockStatus {
+  const children = product.POSMetaData?.children;
+
+  // No children data - unknown
+  if (!children || children.length === 0) {
+    return 'unknown';
+  }
+
+  // Get stock status for each option
+  const optionStatuses = children.map(deriveOptionStockStatus);
+
+  // If ANY option is in_stock → product is in_stock
+  if (optionStatuses.some(status => status === 'in_stock')) {
+    return 'in_stock';
+  }
+
+  // If ALL options are out_of_stock → product is out_of_stock
+  if (optionStatuses.every(status => status === 'out_of_stock')) {
+    return 'out_of_stock';
+  }
+
+  // Otherwise (mix of out_of_stock and unknown) → unknown
+  return 'unknown';
+}
+
+/**
+ * Calculate total quantity available across all options
+ * Returns null if no children data (unknown inventory), 0 if children exist but all have 0 qty
+ */
+export function calculateTotalQuantity(product: DutchieRawProduct): number | null {
+  const children = product.POSMetaData?.children;
+  // No children = unknown inventory, return null (NOT 0)
+  if (!children || children.length === 0) return null;
+
+  // Check if any child has quantity data
+  const hasAnyQtyData = children.some(child => getOptionQuantity(child) !== null);
+  if (!hasAnyQtyData) return null; // All children lack qty data = unknown
+
+  return children.reduce((sum, child) => {
+    const qty = getOptionQuantity(child);
+    return sum + (qty ?? 0);
+  }, 0);
+}
+
+/**
+ * Calculate total kiosk quantity available across all options
+ */
+export function calculateTotalKioskQuantity(product: DutchieRawProduct): number | null {
+  const children = product.POSMetaData?.children;
+  if (!children || children.length === 0) return null;
+
+  const hasAnyKioskQty = children.some(child => typeof child.kioskQuantityAvailable === 'number');
+  if (!hasAnyKioskQty) return null;
+
+  return children.reduce((sum, child) => sum + (child.kioskQuantityAvailable ?? 0), 0);
+}
+
+// ============================================================
+// DATABASE ENTITY TYPES
+// ============================================================
+
+/**
+ * Dispensary - represents a Dutchie store in Arizona
+ */
+export interface Dispensary {
+  id: number;
+  platform: 'dutchie';
+  name: string;
+  slug: string;
+  city: string;
+  state: string;
+  postalCode?: string;
+  latitude?: number;
+  longitude?: number;
+  address?: string;
+  platformDispensaryId?: string;  // Resolved internal ID (e.g., "6405ef617056e8014d79101b")
+  isDelivery?: boolean;
+  isPickup?: boolean;
+  rawMetadata?: any;  // Full discovery node
+  lastCrawledAt?: Date;
+  productCount?: number;
+  createdAt: Date;
+  updatedAt: Date;
+}
+
+/**
+ * DutchieProduct - canonical product identity per store
+ */
+export interface DutchieProduct {
+  id: number;
+  dispensaryId: number;
+  platform: 'dutchie';
+
+  externalProductId: string;        // from _id or id
+  platformDispensaryId: string;     // mirror of Dispensary.platformDispensaryId
+  cName?: string;                   // cName / slug
+  name: string;                     // Name
+
+  // Brand
+  brandName?: string;
+  brandId?: string;
+  brandLogoUrl?: string;
+
+  // Classification
+  type?: string;
+  subcategory?: string;
+  strainType?: string;
+  provider?: string;
+
+  // Potency
+  thc?: number;
+  thcContent?: number;
+  cbd?: number;
+  cbdContent?: number;
+  cannabinoidsV2?: DutchieCannabinoidV2[];
+  effects?: Record<string, any>;
+
+  // Status / flags
+  status?: string;
+  medicalOnly: boolean;
+  recOnly: boolean;
+  featured: boolean;
+  comingSoon: boolean;
+  certificateOfAnalysisEnabled: boolean;
+
+  isBelowThreshold: boolean;
+  isBelowKioskThreshold: boolean;
+  optionsBelowThreshold: boolean;
+  optionsBelowKioskThreshold: boolean;
+
+  // Derived stock status (from POSMetaData.children quantityAvailable)
+  stockStatus: StockStatus;
+  totalQuantityAvailable?: number | null; // null = unknown (no children), 0 = all OOS
+
+  // Images
+  primaryImageUrl?: string;
+  images?: DutchieImage[];
+
+  // Misc
+  measurements?: any;
+  weight?: string;
+  pastCNames?: string[];
+
+  createdAtDutchie?: Date;
+  updatedAtDutchie?: Date;
+
+  latestRawPayload?: any;           // Full product node from last crawl
+
+  createdAt: Date;
+  updatedAt: Date;
+}
+
+/**
+ * DutchieProductOptionSnapshot - child-level option data from POSMetaData.children
+ */
+export interface DutchieProductOptionSnapshot {
+  optionId: string;                 // canonicalID or canonicalPackageId or canonicalSKU
+  canonicalId?: string;
+  canonicalPackageId?: string;
+  canonicalSKU?: string;
+  canonicalName?: string;
+
+  canonicalCategory?: string;
+  canonicalCategoryId?: string;
+  canonicalBrandId?: string;
+  canonicalBrandName?: string;
+  canonicalStrainId?: string;
+  canonicalVendorId?: string;
+
+  optionLabel?: string;             // from option field
+  packageQuantity?: number;
+  recEquivalent?: number;
+  standardEquivalent?: number;
+
+  priceCents?: number;              // price * 100
+  recPriceCents?: number;           // recPrice * 100
+  medPriceCents?: number;           // medPrice * 100
+
+  quantity?: number;
+  quantityAvailable?: number;
+  kioskQuantityAvailable?: number;
+
+  activeBatchTags?: any;
+  canonicalImgUrl?: string;
+  canonicalLabResultUrl?: string;
+  canonicalEffectivePotencyMg?: number;
+
+  rawChildPayload?: any;            // Full POSMetaData.children node
+}
+
+/**
+ * DutchieProductSnapshot - per crawl, includes options[]
+ */
+export interface DutchieProductSnapshot {
+  id: number;
+  dutchieProductId: number;
+  dispensaryId: number;
+  platformDispensaryId: string;
+  externalProductId: string;
+  pricingType: 'rec' | 'med' | 'unknown';
+  crawlMode: CrawlMode;  // Which crawl mode captured this snapshot
+
+  status?: string;
+  featured: boolean;
+  special: boolean;
+  medicalOnly: boolean;
+  recOnly: boolean;
+
+  // Flag indicating if product was present in feed (false = missing_from_feed snapshot)
+  isPresentInFeed: boolean;
+
+  // Derived stock status for this snapshot
+  stockStatus: StockStatus;
+
+  // Price summary (aggregated from children, in cents)
+  recMinPriceCents?: number;
+  recMaxPriceCents?: number;
+  recMinSpecialPriceCents?: number;
+  medMinPriceCents?: number;
+  medMaxPriceCents?: number;
+  medMinSpecialPriceCents?: number;
+  wholesaleMinPriceCents?: number;
+
+  // Inventory summary (aggregated from POSMetaData.children)
+  totalQuantityAvailable?: number | null; // null = unknown (no children), 0 = all OOS
+  totalKioskQuantityAvailable?: number | null;
+  manualInventory: boolean;
+  isBelowThreshold: boolean;
+  isBelowKioskThreshold: boolean;
+
+  // Option-level data
+  options: DutchieProductOptionSnapshot[];
+
+  // Full raw product node at this crawl time
+  rawPayload: any;
+
+  crawledAt: Date;
+  createdAt: Date;
+  updatedAt: Date;
+}
+
+/**
+ * CrawlJob - tracks crawl execution status
+ */
+export interface CrawlJob {
+  id: number;
+  jobType: 'discovery' | 'product_crawl' | 'resolve_ids';
+  dispensaryId?: number;
+  status: 'pending' | 'running' | 'completed' | 'failed';
+  startedAt?: Date;
+  completedAt?: Date;
+  errorMessage?: string;
+  productsFound?: number;
+  snapshotsCreated?: number;
+  metadata?: any;
+  createdAt: Date;
+  updatedAt: Date;
+}
+
+/**
+ * JobSchedule - recurring job configuration with jitter support
+ * Times "wander" around the clock due to random jitter after each run
+ */
+export type JobStatus = 'success' | 'error' | 'partial' | 'running' | null;
+
+export interface JobSchedule {
+  id: number;
+  jobName: string;
+  description?: string;
+  enabled: boolean;
+
+  // Timing configuration
+  baseIntervalMinutes: number;  // e.g., 240 (4 hours)
+  jitterMinutes: number;        // e.g., 30 (±30 minutes)
+
+  // Last run tracking
+  lastRunAt?: Date;
+  lastStatus?: JobStatus;
+  lastErrorMessage?: string;
+  lastDurationMs?: number;
+
+  // Next run (calculated with jitter)
+  nextRunAt?: Date;
+
+  // Job-specific config
+  jobConfig?: Record<string, any>;
+
+  createdAt: Date;
+  updatedAt: Date;
+}
+
+/**
+ * JobRunLog - history of job executions
+ */
+export interface JobRunLog {
+  id: number;
+  scheduleId: number;
+  jobName: string;
+  status: 'pending' | 'running' | 'success' | 'error' | 'partial';
+  startedAt?: Date;
+  completedAt?: Date;
+  durationMs?: number;
+  errorMessage?: string;
+
+  // Results summary
+  itemsProcessed?: number;
+  itemsSucceeded?: number;
+  itemsFailed?: number;
+
+  metadata?: any;
+  createdAt: Date;
+}
+
+// ============================================================
+// GRAPHQL OPERATION TYPES
+// ============================================================
+
+export interface FilteredProductsVariables {
+  includeEnterpriseSpecials: boolean;
+  productsFilter: {
+    dispensaryId: string;
+    pricingType: 'rec' | 'med';
+    strainTypes?: string[];
+    subcategories?: string[];
+    Status?: string;
+    types?: string[];
+    useCache?: boolean;
+    isDefaultSort?: boolean;
+    sortBy?: string;
+    sortDirection?: number;
+    bypassOnlineThresholds?: boolean;
+    isKioskMenu?: boolean;
+    removeProductsBelowOptionThresholds?: boolean;
+  };
+  page: number;
+  perPage: number;
+}
+
+export interface GetAddressBasedDispensaryDataVariables {
+  input: {
+    dispensaryId: string;  // The slug like "AZ-Deeply-Rooted"
+  };
+}
+
+export interface ConsumerDispensariesVariables {
+  filter: {
+    lat: number;
+    lng: number;
+    radius: number;  // in meters or km
+    isDelivery?: boolean;
+    searchText?: string;
+  };
+}
+
+// ============================================================
+// API RESPONSE TYPES
+// ============================================================
+
+export interface DashboardStats {
+  dispensaryCount: number;
+  productCount: number;
+  snapshotCount24h: number;
+  lastCrawlTime?: Date;
+  failedJobCount: number;
+  brandCount: number;
+  categoryCount: number;
+}
+
+export interface CategorySummary {
+  type: string;
+  subcategory: string;
+  productCount: number;
+  dispensaryCount: number;
+  avgPrice?: number;
+}
+
+export interface BrandSummary {
+  brandName: string;
+  brandId?: string;
+  brandLogoUrl?: string;
+  productCount: number;
+  dispensaryCount: number;
+}

backend/src/index.ts

@@ -56,6 +56,8 @@ import parallelScrapeRoutes from './routes/parallel-scrape';
 import scheduleRoutes from './routes/schedule';
 import crawlerSandboxRoutes from './routes/crawler-sandbox';
 import versionRoutes from './routes/version';
+import publicApiRoutes from './routes/public-api';
+import { dutchieAZRouter } from './dutchie-az';
 import { trackApiUsage, checkRateLimit } from './middleware/apiTokenTracker';
 import { startCrawlScheduler } from './services/crawl-scheduler';
 import { validateWordPressPermissions } from './middleware/wordpressPermissions';
@@ -86,6 +88,11 @@ app.use('/api/parallel-scrape', parallelScrapeRoutes);
 app.use('/api/schedule', scheduleRoutes);
 app.use('/api/crawler-sandbox', crawlerSandboxRoutes);
 app.use('/api/version', versionRoutes);
+app.use('/api/dutchie-az', dutchieAZRouter);
+
+// Public API v1 - External consumer endpoints (WordPress, etc.)
+// Uses dutchie_az data pipeline with per-dispensary API key auth
+app.use('/api/v1', publicApiRoutes);
 
 async function startServer() {
   try {

backend/src/routes/api-permissions.ts

@@ -27,18 +27,18 @@ router.get('/', requireRole('superadmin', 'admin'), async (req, res) => {
   }
 });
 
-// Get all stores for dropdown (must be before /:id to avoid route conflict)
-router.get('/stores', requireRole('superadmin', 'admin'), async (req, res) => {
+// Get all dispensaries for dropdown (must be before /:id to avoid route conflict)
+router.get('/dispensaries', requireRole('superadmin', 'admin'), async (req, res) => {
   try {
     const result = await pool.query(`
       SELECT id, name
-      FROM stores
+      FROM dispensaries
       ORDER BY name
     `);
-    res.json({ stores: result.rows });
+    res.json({ dispensaries: result.rows });
   } catch (error) {
-    console.error('Error fetching stores:', error);
-    res.status(500).json({ error: 'Failed to fetch stores' });
+    console.error('Error fetching dispensaries:', error);
+    res.status(500).json({ error: 'Failed to fetch dispensaries' });
   }
 });
 
@@ -67,22 +67,22 @@ router.get('/:id', requireRole('superadmin', 'admin'), async (req, res) => {
 // Create new API permission
 router.post('/', requireRole('superadmin', 'admin'), async (req, res) => {
   try {
-    const { user_name, allowed_ips, allowed_domains, store_id } = req.body;
+    const { user_name, allowed_ips, allowed_domains, dispensary_id } = req.body;
 
     if (!user_name) {
       return res.status(400).json({ error: 'User name is required' });
     }
 
-    if (!store_id) {
-      return res.status(400).json({ error: 'Store is required' });
+    if (!dispensary_id) {
+      return res.status(400).json({ error: 'Dispensary is required' });
     }
 
-    // Get store name for display
-    const storeResult = await pool.query('SELECT name FROM stores WHERE id = $1', [store_id]);
-    if (storeResult.rows.length === 0) {
-      return res.status(400).json({ error: 'Invalid store ID' });
+    // Get dispensary name for display
+    const dispensaryResult = await pool.query('SELECT name FROM dispensaries WHERE id = $1', [dispensary_id]);
+    if (dispensaryResult.rows.length === 0) {
+      return res.status(400).json({ error: 'Invalid dispensary ID' });
     }
-    const storeName = storeResult.rows[0].name;
+    const dispensaryName = dispensaryResult.rows[0].name;
 
     const apiKey = generateApiKey();
 
@@ -93,8 +93,8 @@ router.post('/', requireRole('superadmin', 'admin'), async (req, res) => {
         allowed_ips,
         allowed_domains,
         is_active,
-        store_id,
-        store_name
+        dispensary_id,
+        dispensary_name
       )
       VALUES ($1, $2, $3, $4, 1, $5, $6)
       RETURNING *
@@ -103,8 +103,8 @@ router.post('/', requireRole('superadmin', 'admin'), async (req, res) => {
       apiKey,
       allowed_ips || null,
       allowed_domains || null,
-      store_id,
-      storeName
+      dispensary_id,
+      dispensaryName
     ]);
 
     res.status(201).json({

backend/src/routes/public-api.ts

@@ -0,0 +1,750 @@
+/**
+ * Public API Routes for External Consumers (WordPress, etc.)
+ *
+ * These routes use the dutchie_az data pipeline and are protected by API key auth.
+ * Designed for Deeply Rooted and other WordPress sites consuming menu data.
+ */
+
+import { Router, Request, Response, NextFunction } from 'express';
+import { pool } from '../db/migrate';
+import { query as dutchieAzQuery } from '../dutchie-az/db/connection';
+import ipaddr from 'ipaddr.js';
+
+const router = Router();
+
+// ============================================================
+// TYPES
+// ============================================================
+
+interface ApiKeyPermission {
+  id: number;
+  user_name: string;
+  api_key: string;
+  allowed_ips: string | null;
+  allowed_domains: string | null;
+  is_active: number;
+  dispensary_id: number;
+  dispensary_name: string;
+  dutchie_az_store_id?: number;
+}
+
+interface PublicApiRequest extends Request {
+  apiPermission?: ApiKeyPermission;
+}
+
+// ============================================================
+// MIDDLEWARE
+// ============================================================
+
+/**
+ * Validates if an IP address matches any of the allowed IP patterns
+ */
+function isIpAllowed(clientIp: string, allowedIps: string[]): boolean {
+  try {
+    const clientAddr = ipaddr.process(clientIp);
+
+    for (const allowedIp of allowedIps) {
+      const trimmed = allowedIp.trim();
+      if (!trimmed) continue;
+
+      if (trimmed.includes('/')) {
+        try {
+          const range = ipaddr.parseCIDR(trimmed);
+          if (clientAddr.match(range)) {
+            return true;
+          }
+        } catch (e) {
+          console.warn(`Invalid CIDR notation: ${trimmed}`);
+          continue;
+        }
+      } else {
+        try {
+          const allowedAddr = ipaddr.process(trimmed);
+          if (clientAddr.toString() === allowedAddr.toString()) {
+            return true;
+          }
+        } catch (e) {
+          console.warn(`Invalid IP address: ${trimmed}`);
+          continue;
+        }
+      }
+    }
+
+    return false;
+  } catch (error) {
+    console.error('Error processing client IP:', error);
+    return false;
+  }
+}
+
+/**
+ * Validates if a domain matches any of the allowed domain patterns
+ */
+function isDomainAllowed(origin: string, allowedDomains: string[]): boolean {
+  try {
+    const url = new URL(origin);
+    const domain = url.hostname;
+
+    for (const allowedDomain of allowedDomains) {
+      const trimmed = allowedDomain.trim();
+      if (!trimmed) continue;
+
+      if (trimmed.startsWith('*.')) {
+        const baseDomain = trimmed.substring(2);
+        if (domain === baseDomain || domain.endsWith('.' + baseDomain)) {
+          return true;
+        }
+      } else {
+        if (domain === trimmed) {
+          return true;
+        }
+      }
+    }
+
+    return false;
+  } catch (error) {
+    console.error('Error processing domain:', error);
+    return false;
+  }
+}
+
+/**
+ * Middleware to validate API key and resolve dispensary -> dutchie_az store mapping
+ */
+async function validatePublicApiKey(
+  req: PublicApiRequest,
+  res: Response,
+  next: NextFunction
+) {
+  const apiKey = req.headers['x-api-key'] as string;
+
+  if (!apiKey) {
+    return res.status(401).json({
+      error: 'Missing API key',
+      message: 'Provide your API key in the X-API-Key header'
+    });
+  }
+
+  try {
+    // Query WordPress permissions table with dispensary info
+    const result = await pool.query<ApiKeyPermission>(`
+      SELECT
+        p.id,
+        p.user_name,
+        p.api_key,
+        p.allowed_ips,
+        p.allowed_domains,
+        p.is_active,
+        p.dispensary_id,
+        p.dispensary_name
+      FROM wp_dutchie_api_permissions p
+      WHERE p.api_key = $1 AND p.is_active = 1
+    `, [apiKey]);
+
+    if (result.rows.length === 0) {
+      return res.status(401).json({
+        error: 'Invalid API key'
+      });
+    }
+
+    const permission = result.rows[0];
+
+    // Validate IP if configured
+    const clientIp = (req.headers['x-forwarded-for'] as string)?.split(',')[0].trim() ||
+                     (req.headers['x-real-ip'] as string) ||
+                     req.ip ||
+                     req.connection.remoteAddress ||
+                     '';
+
+    if (permission.allowed_ips) {
+      const allowedIps = permission.allowed_ips.split('\n').filter((ip: string) => ip.trim());
+
+      if (allowedIps.length > 0 && !isIpAllowed(clientIp, allowedIps)) {
+        return res.status(403).json({
+          error: 'IP address not allowed',
+          client_ip: clientIp
+        });
+      }
+    }
+
+    // Validate domain if configured
+    const origin = req.get('origin') || req.get('referer') || '';
+
+    if (permission.allowed_domains && origin) {
+      const allowedDomains = permission.allowed_domains.split('\n').filter((d: string) => d.trim());
+
+      if (allowedDomains.length > 0 && !isDomainAllowed(origin, allowedDomains)) {
+        return res.status(403).json({
+          error: 'Domain not allowed',
+          origin: origin
+        });
+      }
+    }
+
+    // Resolve the dutchie_az store for this dispensary
+    // Match by dispensary name (from main DB) to dutchie_az.dispensaries.name
+    const storeResult = await dutchieAzQuery<{ id: number }>(`
+      SELECT id FROM dispensaries
+      WHERE LOWER(TRIM(name)) = LOWER(TRIM($1))
+         OR LOWER(TRIM(name)) LIKE LOWER(TRIM($1)) || '%'
+         OR LOWER(TRIM($1)) LIKE LOWER(TRIM(name)) || '%'
+      ORDER BY
+        CASE WHEN LOWER(TRIM(name)) = LOWER(TRIM($1)) THEN 0 ELSE 1 END,
+        id
+      LIMIT 1
+    `, [permission.dispensary_name]);
+
+    if (storeResult.rows.length > 0) {
+      permission.dutchie_az_store_id = storeResult.rows[0].id;
+    }
+
+    // Update last_used_at timestamp (async, don't wait)
+    pool.query(`
+      UPDATE wp_dutchie_api_permissions
+      SET last_used_at = CURRENT_TIMESTAMP
+      WHERE id = $1
+    `, [permission.id]).catch((err: Error) => {
+      console.error('Error updating last_used_at:', err);
+    });
+
+    req.apiPermission = permission;
+    next();
+  } catch (error) {
+    console.error('Public API validation error:', error);
+    return res.status(500).json({
+      error: 'Internal server error during API validation'
+    });
+  }
+}
+
+// Apply middleware to all routes
+router.use(validatePublicApiKey);
+
+// ============================================================
+// PRODUCT ENDPOINTS
+// ============================================================
+
+/**
+ * GET /api/v1/products
+ * Get products for the authenticated dispensary
+ *
+ * Query params:
+ *   - category: Filter by product type (e.g., 'flower', 'edible')
+ *   - brand: Filter by brand name
+ *   - in_stock_only: Only return in-stock products (default: false)
+ *   - limit: Max products to return (default: 100, max: 500)
+ *   - offset: Pagination offset (default: 0)
+ */
+router.get('/products', async (req: PublicApiRequest, res: Response) => {
+  try {
+    const permission = req.apiPermission!;
+
+    // Check if we have a dutchie_az store mapping
+    if (!permission.dutchie_az_store_id) {
+      return res.status(503).json({
+        error: 'No menu data available',
+        message: `Menu data for ${permission.dispensary_name} is not yet available. The dispensary may not be set up in the new data pipeline.`,
+        dispensary_name: permission.dispensary_name
+      });
+    }
+
+    const {
+      category,
+      brand,
+      in_stock_only = 'false',
+      limit = '100',
+      offset = '0'
+    } = req.query;
+
+    // Build query
+    let whereClause = 'WHERE p.dispensary_id = $1';
+    const params: any[] = [permission.dutchie_az_store_id];
+    let paramIndex = 2;
+
+    // Filter by stock status if requested
+    if (in_stock_only === 'true' || in_stock_only === '1') {
+      whereClause += ` AND p.stock_status = 'in_stock'`;
+    }
+
+    // Filter by category (maps to 'type' in dutchie_az)
+    if (category) {
+      whereClause += ` AND LOWER(p.type) = LOWER($${paramIndex})`;
+      params.push(category);
+      paramIndex++;
+    }
+
+    // Filter by brand
+    if (brand) {
+      whereClause += ` AND LOWER(p.brand_name) LIKE LOWER($${paramIndex})`;
+      params.push(`%${brand}%`);
+      paramIndex++;
+    }
+
+    // Enforce limits
+    const limitNum = Math.min(parseInt(limit as string, 10) || 100, 500);
+    const offsetNum = parseInt(offset as string, 10) || 0;
+    params.push(limitNum, offsetNum);
+
+    // Query products with latest snapshot data
+    const { rows: products } = await dutchieAzQuery(`
+      SELECT
+        p.id,
+        p.external_product_id as dutchie_id,
+        p.name,
+        p.brand_name as brand,
+        p.type as category,
+        p.subcategory,
+        p.strain_type,
+        p.stock_status,
+        p.thc,
+        p.cbd,
+        p.primary_image_url as image_url,
+        p.images,
+        p.effects,
+        p.created_at,
+        p.updated_at,
+        -- Latest snapshot data for pricing
+        s.rec_min_price_cents,
+        s.rec_max_price_cents,
+        s.rec_min_special_price_cents,
+        s.med_min_price_cents,
+        s.med_max_price_cents,
+        s.med_min_special_price_cents,
+        s.total_quantity_available,
+        s.options,
+        s.special,
+        s.crawled_at as snapshot_at
+      FROM dutchie_products p
+      LEFT JOIN LATERAL (
+        SELECT * FROM dutchie_product_snapshots
+        WHERE dutchie_product_id = p.id
+        ORDER BY crawled_at DESC
+        LIMIT 1
+      ) s ON true
+      ${whereClause}
+      ORDER BY p.name ASC
+      LIMIT $${paramIndex} OFFSET $${paramIndex + 1}
+    `, params);
+
+    // Get total count for pagination
+    const { rows: countRows } = await dutchieAzQuery(`
+      SELECT COUNT(*) as total FROM dutchie_products p ${whereClause}
+    `, params.slice(0, -2));
+
+    // Transform products to backward-compatible format
+    const transformedProducts = products.map((p) => {
+      // Extract first image URL from images array
+      let imageUrl = p.image_url;
+      if (!imageUrl && p.images && Array.isArray(p.images) && p.images.length > 0) {
+        const firstImage = p.images[0];
+        imageUrl = typeof firstImage === 'string' ? firstImage : firstImage?.url;
+      }
+
+      // Convert prices from cents to dollars
+      const regularPrice = p.rec_min_price_cents
+        ? (p.rec_min_price_cents / 100).toFixed(2)
+        : null;
+      const salePrice = p.rec_min_special_price_cents
+        ? (p.rec_min_special_price_cents / 100).toFixed(2)
+        : null;
+
+      return {
+        id: p.id,
+        dutchie_id: p.dutchie_id,
+        name: p.name,
+        brand: p.brand || null,
+        category: p.category || null,
+        subcategory: p.subcategory || null,
+        strain_type: p.strain_type || null,
+        description: null, // Not stored in dutchie_products, would need snapshot
+        regular_price: regularPrice,
+        sale_price: salePrice,
+        thc_percentage: p.thc ? parseFloat(p.thc) : null,
+        cbd_percentage: p.cbd ? parseFloat(p.cbd) : null,
+        image_url: imageUrl || null,
+        in_stock: p.stock_status === 'in_stock',
+        on_special: p.special || false,
+        effects: p.effects || [],
+        options: p.options || [],
+        quantity_available: p.total_quantity_available || 0,
+        created_at: p.created_at,
+        updated_at: p.updated_at,
+        snapshot_at: p.snapshot_at
+      };
+    });
+
+    res.json({
+      success: true,
+      dispensary: permission.dispensary_name,
+      products: transformedProducts,
+      pagination: {
+        total: parseInt(countRows[0]?.total || '0', 10),
+        limit: limitNum,
+        offset: offsetNum,
+        has_more: offsetNum + products.length < parseInt(countRows[0]?.total || '0', 10)
+      }
+    });
+  } catch (error: any) {
+    console.error('Public API products error:', error);
+    res.status(500).json({
+      error: 'Failed to fetch products',
+      message: error.message
+    });
+  }
+});
+
+/**
+ * GET /api/v1/products/:id
+ * Get a single product by ID
+ */
+router.get('/products/:id', async (req: PublicApiRequest, res: Response) => {
+  try {
+    const permission = req.apiPermission!;
+    const { id } = req.params;
+
+    if (!permission.dutchie_az_store_id) {
+      return res.status(503).json({
+        error: 'No menu data available',
+        message: `Menu data for ${permission.dispensary_name} is not yet available.`
+      });
+    }
+
+    // Get product with latest snapshot
+    const { rows: products } = await dutchieAzQuery(`
+      SELECT
+        p.*,
+        s.rec_min_price_cents,
+        s.rec_max_price_cents,
+        s.rec_min_special_price_cents,
+        s.med_min_price_cents,
+        s.med_max_price_cents,
+        s.total_quantity_available,
+        s.options,
+        s.special,
+        s.crawled_at as snapshot_at
+      FROM dutchie_products p
+      LEFT JOIN LATERAL (
+        SELECT * FROM dutchie_product_snapshots
+        WHERE dutchie_product_id = p.id
+        ORDER BY crawled_at DESC
+        LIMIT 1
+      ) s ON true
+      WHERE p.id = $1 AND p.dispensary_id = $2
+    `, [id, permission.dutchie_az_store_id]);
+
+    if (products.length === 0) {
+      return res.status(404).json({
+        error: 'Product not found'
+      });
+    }
+
+    const p = products[0];
+
+    // Extract first image URL
+    let imageUrl = p.primary_image_url;
+    if (!imageUrl && p.images && Array.isArray(p.images) && p.images.length > 0) {
+      const firstImage = p.images[0];
+      imageUrl = typeof firstImage === 'string' ? firstImage : firstImage?.url;
+    }
+
+    res.json({
+      success: true,
+      product: {
+        id: p.id,
+        dutchie_id: p.external_product_id,
+        name: p.name,
+        brand: p.brand_name || null,
+        category: p.type || null,
+        subcategory: p.subcategory || null,
+        strain_type: p.strain_type || null,
+        regular_price: p.rec_min_price_cents ? (p.rec_min_price_cents / 100).toFixed(2) : null,
+        sale_price: p.rec_min_special_price_cents ? (p.rec_min_special_price_cents / 100).toFixed(2) : null,
+        thc_percentage: p.thc ? parseFloat(p.thc) : null,
+        cbd_percentage: p.cbd ? parseFloat(p.cbd) : null,
+        image_url: imageUrl || null,
+        images: p.images || [],
+        in_stock: p.stock_status === 'in_stock',
+        on_special: p.special || false,
+        effects: p.effects || [],
+        options: p.options || [],
+        quantity_available: p.total_quantity_available || 0,
+        created_at: p.created_at,
+        updated_at: p.updated_at,
+        snapshot_at: p.snapshot_at
+      }
+    });
+  } catch (error: any) {
+    console.error('Public API product detail error:', error);
+    res.status(500).json({
+      error: 'Failed to fetch product',
+      message: error.message
+    });
+  }
+});
+
+/**
+ * GET /api/v1/categories
+ * Get all categories for the authenticated dispensary
+ */
+router.get('/categories', async (req: PublicApiRequest, res: Response) => {
+  try {
+    const permission = req.apiPermission!;
+
+    if (!permission.dutchie_az_store_id) {
+      return res.status(503).json({
+        error: 'No menu data available',
+        message: `Menu data for ${permission.dispensary_name} is not yet available.`
+      });
+    }
+
+    const { rows: categories } = await dutchieAzQuery(`
+      SELECT
+        type as category,
+        subcategory,
+        COUNT(*) as product_count,
+        COUNT(*) FILTER (WHERE stock_status = 'in_stock') as in_stock_count
+      FROM dutchie_products
+      WHERE dispensary_id = $1 AND type IS NOT NULL
+      GROUP BY type, subcategory
+      ORDER BY type, subcategory
+    `, [permission.dutchie_az_store_id]);
+
+    res.json({
+      success: true,
+      dispensary: permission.dispensary_name,
+      categories
+    });
+  } catch (error: any) {
+    console.error('Public API categories error:', error);
+    res.status(500).json({
+      error: 'Failed to fetch categories',
+      message: error.message
+    });
+  }
+});
+
+/**
+ * GET /api/v1/brands
+ * Get all brands for the authenticated dispensary
+ */
+router.get('/brands', async (req: PublicApiRequest, res: Response) => {
+  try {
+    const permission = req.apiPermission!;
+
+    if (!permission.dutchie_az_store_id) {
+      return res.status(503).json({
+        error: 'No menu data available',
+        message: `Menu data for ${permission.dispensary_name} is not yet available.`
+      });
+    }
+
+    const { rows: brands } = await dutchieAzQuery(`
+      SELECT
+        brand_name as brand,
+        COUNT(*) as product_count,
+        COUNT(*) FILTER (WHERE stock_status = 'in_stock') as in_stock_count
+      FROM dutchie_products
+      WHERE dispensary_id = $1 AND brand_name IS NOT NULL
+      GROUP BY brand_name
+      ORDER BY product_count DESC
+    `, [permission.dutchie_az_store_id]);
+
+    res.json({
+      success: true,
+      dispensary: permission.dispensary_name,
+      brands
+    });
+  } catch (error: any) {
+    console.error('Public API brands error:', error);
+    res.status(500).json({
+      error: 'Failed to fetch brands',
+      message: error.message
+    });
+  }
+});
+
+/**
+ * GET /api/v1/specials
+ * Get products on special/sale for the authenticated dispensary
+ */
+router.get('/specials', async (req: PublicApiRequest, res: Response) => {
+  try {
+    const permission = req.apiPermission!;
+
+    if (!permission.dutchie_az_store_id) {
+      return res.status(503).json({
+        error: 'No menu data available',
+        message: `Menu data for ${permission.dispensary_name} is not yet available.`
+      });
+    }
+
+    const { limit = '100', offset = '0' } = req.query;
+    const limitNum = Math.min(parseInt(limit as string, 10) || 100, 500);
+    const offsetNum = parseInt(offset as string, 10) || 0;
+
+    // Get products with special pricing from latest snapshot
+    const { rows: products } = await dutchieAzQuery(`
+      SELECT
+        p.id,
+        p.external_product_id as dutchie_id,
+        p.name,
+        p.brand_name as brand,
+        p.type as category,
+        p.subcategory,
+        p.strain_type,
+        p.stock_status,
+        p.primary_image_url as image_url,
+        s.rec_min_price_cents,
+        s.rec_min_special_price_cents,
+        s.special,
+        s.options,
+        p.updated_at,
+        s.crawled_at as snapshot_at
+      FROM dutchie_products p
+      INNER JOIN LATERAL (
+        SELECT * FROM dutchie_product_snapshots
+        WHERE dutchie_product_id = p.id
+        ORDER BY crawled_at DESC
+        LIMIT 1
+      ) s ON true
+      WHERE p.dispensary_id = $1
+        AND s.special = true
+        AND p.stock_status = 'in_stock'
+      ORDER BY p.name ASC
+      LIMIT $2 OFFSET $3
+    `, [permission.dutchie_az_store_id, limitNum, offsetNum]);
+
+    // Get total count
+    const { rows: countRows } = await dutchieAzQuery(`
+      SELECT COUNT(*) as total
+      FROM dutchie_products p
+      INNER JOIN LATERAL (
+        SELECT special FROM dutchie_product_snapshots
+        WHERE dutchie_product_id = p.id
+        ORDER BY crawled_at DESC
+        LIMIT 1
+      ) s ON true
+      WHERE p.dispensary_id = $1
+        AND s.special = true
+        AND p.stock_status = 'in_stock'
+    `, [permission.dutchie_az_store_id]);
+
+    const transformedProducts = products.map((p) => ({
+      id: p.id,
+      dutchie_id: p.dutchie_id,
+      name: p.name,
+      brand: p.brand || null,
+      category: p.category || null,
+      strain_type: p.strain_type || null,
+      regular_price: p.rec_min_price_cents ? (p.rec_min_price_cents / 100).toFixed(2) : null,
+      sale_price: p.rec_min_special_price_cents ? (p.rec_min_special_price_cents / 100).toFixed(2) : null,
+      image_url: p.image_url || null,
+      in_stock: p.stock_status === 'in_stock',
+      options: p.options || [],
+      updated_at: p.updated_at,
+      snapshot_at: p.snapshot_at
+    }));
+
+    res.json({
+      success: true,
+      dispensary: permission.dispensary_name,
+      specials: transformedProducts,
+      pagination: {
+        total: parseInt(countRows[0]?.total || '0', 10),
+        limit: limitNum,
+        offset: offsetNum,
+        has_more: offsetNum + products.length < parseInt(countRows[0]?.total || '0', 10)
+      }
+    });
+  } catch (error: any) {
+    console.error('Public API specials error:', error);
+    res.status(500).json({
+      error: 'Failed to fetch specials',
+      message: error.message
+    });
+  }
+});
+
+/**
+ * GET /api/v1/menu
+ * Get complete menu summary for the authenticated dispensary
+ */
+router.get('/menu', async (req: PublicApiRequest, res: Response) => {
+  try {
+    const permission = req.apiPermission!;
+
+    if (!permission.dutchie_az_store_id) {
+      return res.status(503).json({
+        error: 'No menu data available',
+        message: `Menu data for ${permission.dispensary_name} is not yet available.`
+      });
+    }
+
+    // Get counts by category
+    const { rows: categoryCounts } = await dutchieAzQuery(`
+      SELECT
+        type as category,
+        COUNT(*) as total,
+        COUNT(*) FILTER (WHERE stock_status = 'in_stock') as in_stock
+      FROM dutchie_products
+      WHERE dispensary_id = $1 AND type IS NOT NULL
+      GROUP BY type
+      ORDER BY total DESC
+    `, [permission.dutchie_az_store_id]);
+
+    // Get overall stats
+    const { rows: stats } = await dutchieAzQuery(`
+      SELECT
+        COUNT(*) as total_products,
+        COUNT(*) FILTER (WHERE stock_status = 'in_stock') as in_stock_count,
+        COUNT(DISTINCT brand_name) as brand_count,
+        COUNT(DISTINCT type) as category_count,
+        MAX(updated_at) as last_updated
+      FROM dutchie_products
+      WHERE dispensary_id = $1
+    `, [permission.dutchie_az_store_id]);
+
+    // Get specials count
+    const { rows: specialsCount } = await dutchieAzQuery(`
+      SELECT COUNT(*) as count
+      FROM dutchie_products p
+      INNER JOIN LATERAL (
+        SELECT special FROM dutchie_product_snapshots
+        WHERE dutchie_product_id = p.id
+        ORDER BY crawled_at DESC
+        LIMIT 1
+      ) s ON true
+      WHERE p.dispensary_id = $1
+        AND s.special = true
+        AND p.stock_status = 'in_stock'
+    `, [permission.dutchie_az_store_id]);
+
+    const summary = stats[0] || {};
+
+    res.json({
+      success: true,
+      dispensary: permission.dispensary_name,
+      menu: {
+        total_products: parseInt(summary.total_products || '0', 10),
+        in_stock_count: parseInt(summary.in_stock_count || '0', 10),
+        brand_count: parseInt(summary.brand_count || '0', 10),
+        category_count: parseInt(summary.category_count || '0', 10),
+        specials_count: parseInt(specialsCount[0]?.count || '0', 10),
+        last_updated: summary.last_updated,
+        categories: categoryCounts.map((c) => ({
+          name: c.category,
+          total: parseInt(c.total, 10),
+          in_stock: parseInt(c.in_stock, 10)
+        }))
+      }
+    });
+  } catch (error: any) {
+    console.error('Public API menu error:', error);
+    res.status(500).json({
+      error: 'Failed to fetch menu summary',
+      message: error.message
+    });
+  }
+});
+
+export default router;

frontend/src/App.tsx

@@ -20,6 +20,9 @@ import { ScraperSchedule } from './pages/ScraperSchedule';
 import { ScraperTools } from './pages/ScraperTools';
 import { ChangeApproval } from './pages/ChangeApproval';
 import { ApiPermissions } from './pages/ApiPermissions';
+import { DutchieAZSchedule } from './pages/DutchieAZSchedule';
+import { DutchieAZStores } from './pages/DutchieAZStores';
+import { DutchieAZStoreDetail } from './pages/DutchieAZStoreDetail';
 import { PrivateRoute } from './components/PrivateRoute';
 
 export default function App() {
@@ -46,6 +49,9 @@ export default function App() {
         <Route path="/scraper-tools" element={<PrivateRoute><ScraperTools /></PrivateRoute>} />
         <Route path="/scraper-monitor" element={<PrivateRoute><ScraperMonitor /></PrivateRoute>} />
         <Route path="/scraper-schedule" element={<PrivateRoute><ScraperSchedule /></PrivateRoute>} />
+        <Route path="/dutchie-az-schedule" element={<PrivateRoute><DutchieAZSchedule /></PrivateRoute>} />
+        <Route path="/dutchie-az" element={<PrivateRoute><DutchieAZStores /></PrivateRoute>} />
+        <Route path="/dutchie-az/stores/:id" element={<PrivateRoute><DutchieAZStoreDetail /></PrivateRoute>} />
         <Route path="/api-permissions" element={<PrivateRoute><ApiPermissions /></PrivateRoute>} />
         <Route path="*" element={<Navigate to="/" replace />} />
       </Routes>

frontend/src/components/Layout.tsx

@@ -13,6 +13,7 @@ import {
   Wrench,
   Activity,
   Clock,
+  Calendar,
   Shield,
   FileText,
   Settings,
@@ -162,6 +163,21 @@ export function Layout({ children }: LayoutProps) {
             />
           </NavSection>
 
+          <NavSection title="Dutchie AZ">
+            <NavLink
+              to="/dutchie-az"
+              icon={<Store className="w-4 h-4" />}
+              label="AZ Stores"
+              isActive={isActive('/dutchie-az', false)}
+            />
+            <NavLink
+              to="/dutchie-az-schedule"
+              icon={<Calendar className="w-4 h-4" />}
+              label="AZ Schedule"
+              isActive={isActive('/dutchie-az-schedule')}
+            />
+          </NavSection>
+
           <NavSection title="Scraper">
             <NavLink
               to="/scraper-tools"

frontend/src/lib/api.ts

@@ -398,11 +398,11 @@ class ApiClient {
     return this.request<{ permissions: any[] }>('/api/api-permissions');
   }
 
-  async getApiPermissionStores() {
-    return this.request<{ stores: Array<{ id: number; name: string }> }>('/api/api-permissions/stores');
+  async getApiPermissionDispensaries() {
+    return this.request<{ dispensaries: Array<{ id: number; name: string }> }>('/api/api-permissions/dispensaries');
   }
 
-  async createApiPermission(data: { user_name: string; store_id: number; allowed_ips?: string; allowed_domains?: string }) {
+  async createApiPermission(data: { user_name: string; dispensary_id: number; allowed_ips?: string; allowed_domains?: string }) {
     return this.request<{ permission: any; message: string }>('/api/api-permissions', {
       method: 'POST',
       body: JSON.stringify(data),
@@ -525,6 +525,313 @@ class ApiClient {
       image_tag: string;
     }>('/api/version');
   }
+
+  // ============================================================
+  // DUTCHIE AZ API
+  // ============================================================
+
+  // Dutchie AZ Dashboard
+  async getDutchieAZDashboard() {
+    return this.request<{
+      dispensaryCount: number;
+      productCount: number;
+      snapshotCount24h: number;
+      lastCrawlTime: string | null;
+      failedJobCount: number;
+      brandCount: number;
+      categoryCount: number;
+    }>('/api/dutchie-az/dashboard');
+  }
+
+  // Dutchie AZ Schedules (CRUD)
+  async getDutchieAZSchedules() {
+    return this.request<{
+      schedules: Array<{
+        id: number;
+        jobName: string;
+        description: string | null;
+        enabled: boolean;
+        baseIntervalMinutes: number;
+        jitterMinutes: number;
+        lastRunAt: string | null;
+        lastStatus: string | null;
+        lastErrorMessage: string | null;
+        lastDurationMs: number | null;
+        nextRunAt: string | null;
+        jobConfig: Record<string, any> | null;
+        createdAt: string;
+        updatedAt: string;
+      }>;
+    }>('/api/dutchie-az/admin/schedules');
+  }
+
+  async getDutchieAZSchedule(id: number) {
+    return this.request<{
+      id: number;
+      jobName: string;
+      description: string | null;
+      enabled: boolean;
+      baseIntervalMinutes: number;
+      jitterMinutes: number;
+      lastRunAt: string | null;
+      lastStatus: string | null;
+      lastErrorMessage: string | null;
+      lastDurationMs: number | null;
+      nextRunAt: string | null;
+      jobConfig: Record<string, any> | null;
+      createdAt: string;
+      updatedAt: string;
+    }>(`/api/dutchie-az/admin/schedules/${id}`);
+  }
+
+  async createDutchieAZSchedule(data: {
+    jobName: string;
+    description?: string;
+    enabled?: boolean;
+    baseIntervalMinutes: number;
+    jitterMinutes: number;
+    jobConfig?: Record<string, any>;
+    startImmediately?: boolean;
+  }) {
+    return this.request<any>('/api/dutchie-az/admin/schedules', {
+      method: 'POST',
+      body: JSON.stringify(data),
+    });
+  }
+
+  async updateDutchieAZSchedule(id: number, data: {
+    description?: string;
+    enabled?: boolean;
+    baseIntervalMinutes?: number;
+    jitterMinutes?: number;
+    jobConfig?: Record<string, any>;
+  }) {
+    return this.request<any>(`/api/dutchie-az/admin/schedules/${id}`, {
+      method: 'PUT',
+      body: JSON.stringify(data),
+    });
+  }
+
+  async deleteDutchieAZSchedule(id: number) {
+    return this.request<{ success: boolean; message: string }>(`/api/dutchie-az/admin/schedules/${id}`, {
+      method: 'DELETE',
+    });
+  }
+
+  async triggerDutchieAZSchedule(id: number) {
+    return this.request<{ success: boolean; message: string }>(`/api/dutchie-az/admin/schedules/${id}/trigger`, {
+      method: 'POST',
+    });
+  }
+
+  async initDutchieAZSchedules() {
+    return this.request<{ success: boolean; schedules: any[] }>('/api/dutchie-az/admin/schedules/init', {
+      method: 'POST',
+    });
+  }
+
+  // Dutchie AZ Run Logs
+  async getDutchieAZScheduleLogs(scheduleId: number, limit?: number, offset?: number) {
+    const params = new URLSearchParams();
+    if (limit) params.append('limit', limit.toString());
+    if (offset) params.append('offset', offset.toString());
+    const queryString = params.toString() ? `?${params.toString()}` : '';
+    return this.request<{ logs: any[]; total: number }>(`/api/dutchie-az/admin/schedules/${scheduleId}/logs${queryString}`);
+  }
+
+  async getDutchieAZRunLogs(options?: { scheduleId?: number; jobName?: string; limit?: number; offset?: number }) {
+    const params = new URLSearchParams();
+    if (options?.scheduleId) params.append('scheduleId', options.scheduleId.toString());
+    if (options?.jobName) params.append('jobName', options.jobName);
+    if (options?.limit) params.append('limit', options.limit.toString());
+    if (options?.offset) params.append('offset', options.offset.toString());
+    const queryString = params.toString() ? `?${params.toString()}` : '';
+    return this.request<{ logs: any[]; total: number }>(`/api/dutchie-az/admin/run-logs${queryString}`);
+  }
+
+  // Dutchie AZ Scheduler Control
+  async getDutchieAZSchedulerStatus() {
+    return this.request<{ running: boolean; pollIntervalMs: number }>('/api/dutchie-az/admin/scheduler/status');
+  }
+
+  async startDutchieAZScheduler() {
+    return this.request<{ success: boolean; message: string }>('/api/dutchie-az/admin/scheduler/start', {
+      method: 'POST',
+    });
+  }
+
+  async stopDutchieAZScheduler() {
+    return this.request<{ success: boolean; message: string }>('/api/dutchie-az/admin/scheduler/stop', {
+      method: 'POST',
+    });
+  }
+
+  async triggerDutchieAZImmediateCrawl() {
+    return this.request<{ success: boolean; message: string }>('/api/dutchie-az/admin/scheduler/trigger', {
+      method: 'POST',
+    });
+  }
+
+  // Dutchie AZ Stores
+  async getDutchieAZStores(params?: { city?: string; hasPlatformId?: boolean; limit?: number; offset?: number }) {
+    const searchParams = new URLSearchParams();
+    if (params?.city) searchParams.append('city', params.city);
+    if (params?.hasPlatformId !== undefined) searchParams.append('hasPlatformId', String(params.hasPlatformId));
+    if (params?.limit) searchParams.append('limit', params.limit.toString());
+    if (params?.offset) searchParams.append('offset', params.offset.toString());
+    const queryString = searchParams.toString() ? `?${searchParams.toString()}` : '';
+    return this.request<{ stores: any[]; total: number }>(`/api/dutchie-az/stores${queryString}`);
+  }
+
+  async getDutchieAZStore(id: number) {
+    return this.request<any>(`/api/dutchie-az/stores/${id}`);
+  }
+
+  async getDutchieAZStoreSummary(id: number) {
+    return this.request<{
+      dispensary: any;
+      totalProducts: number;
+      inStockCount: number;
+      outOfStockCount: number;
+      unknownStockCount: number;
+      missingFromFeedCount: number;
+      categories: Array<{ type: string; subcategory: string; product_count: number }>;
+      brands: Array<{ brand_name: string; product_count: number }>;
+      brandCount: number;
+      categoryCount: number;
+      lastCrawl: any | null;
+    }>(`/api/dutchie-az/stores/${id}/summary`);
+  }
+
+  async getDutchieAZStoreProducts(id: number, params?: {
+    stockStatus?: string;
+    type?: string;
+    subcategory?: string;
+    brandName?: string;
+    search?: string;
+    limit?: number;
+    offset?: number;
+  }) {
+    const searchParams = new URLSearchParams();
+    if (params?.stockStatus) searchParams.append('stockStatus', params.stockStatus);
+    if (params?.type) searchParams.append('type', params.type);
+    if (params?.subcategory) searchParams.append('subcategory', params.subcategory);
+    if (params?.brandName) searchParams.append('brandName', params.brandName);
+    if (params?.search) searchParams.append('search', params.search);
+    if (params?.limit) searchParams.append('limit', params.limit.toString());
+    if (params?.offset) searchParams.append('offset', params.offset.toString());
+    const queryString = searchParams.toString() ? `?${searchParams.toString()}` : '';
+    return this.request<{
+      products: Array<{
+        id: number;
+        external_id: string;
+        name: string;
+        slug: string;
+        brand: string;
+        type: string;
+        subcategory: string;
+        strain_type: string;
+        stock_status: string;
+        in_stock: boolean;
+        missing_from_feed: boolean;
+        regular_price: number | null;
+        sale_price: number | null;
+        med_price: number | null;
+        med_sale_price: number | null;
+        thc_percentage: number | null;
+        cbd_percentage: number | null;
+        image_url: string | null;
+        description: string | null;
+        options: any | null;
+        total_quantity: number | null;
+        first_seen_at: string;
+        last_seen_at: string;
+        updated_at: string;
+        snapshot_at: string | null;
+      }>;
+      total: number;
+      limit: number;
+      offset: number;
+    }>(`/api/dutchie-az/stores/${id}/products${queryString}`);
+  }
+
+  async getDutchieAZStoreBrands(id: number) {
+    return this.request<{
+      brands: Array<{ brand: string; product_count: number }>;
+    }>(`/api/dutchie-az/stores/${id}/brands`);
+  }
+
+  async getDutchieAZStoreCategories(id: number) {
+    return this.request<{
+      categories: Array<{ type: string; subcategory: string; product_count: number }>;
+    }>(`/api/dutchie-az/stores/${id}/categories`);
+  }
+
+  // Dutchie AZ Debug
+  async getDutchieAZDebugSummary() {
+    return this.request<{
+      tableCounts: {
+        dispensary_count: string;
+        dispensaries_with_platform_id: string;
+        product_count: string;
+        snapshot_count: string;
+        job_count: string;
+        completed_jobs: string;
+        failed_jobs: string;
+      };
+      stockDistribution: Array<{ stock_status: string; count: string }>;
+      productsByDispensary: Array<{
+        id: number;
+        name: string;
+        slug: string;
+        platform_dispensary_id: string;
+        product_count: string;
+        last_product_update: string;
+      }>;
+      recentSnapshots: Array<{
+        id: number;
+        dutchie_product_id: number;
+        product_name: string;
+        dispensary_name: string;
+        crawled_at: string;
+      }>;
+    }>('/api/dutchie-az/debug/summary');
+  }
+
+  async getDutchieAZDebugStore(id: number) {
+    return this.request<{
+      dispensary: any;
+      productStats: {
+        total_products: string;
+        in_stock: string;
+        out_of_stock: string;
+        unknown: string;
+        missing_from_feed: string;
+        earliest_product: string;
+        latest_product: string;
+        last_update: string;
+      };
+      snapshotStats: {
+        total_snapshots: string;
+        earliest_snapshot: string;
+        latest_snapshot: string;
+        products_with_snapshots: string;
+      };
+      recentJobs: any[];
+      sampleProducts: {
+        inStock: any[];
+        outOfStock: any[];
+      };
+      categories: Array<{ type: string; subcategory: string; count: string }>;
+    }>(`/api/dutchie-az/debug/store/${id}`);
+  }
+
+  async triggerDutchieAZCrawl(id: number, options?: { pricingType?: string; useBothModes?: boolean }) {
+    return this.request<any>(`/api/dutchie-az/admin/crawl/${id}`, {
+      method: 'POST',
+      body: JSON.stringify(options || {}),
+    });
+  }
 }
 
 export const api = new ApiClient(API_URL);	

frontend/src/pages/ApiPermissions.tsx

@@ -12,23 +12,23 @@ interface ApiPermission {
   is_active: number;
   created_at: string;
   last_used_at: string | null;
-  store_id: number | null;
-  store_name: string | null;
+  dispensary_id: number | null;
+  dispensary_name: string | null;
 }
 
-interface Store {
+interface Dispensary {
   id: number;
   name: string;
 }
 
 export function ApiPermissions() {
   const [permissions, setPermissions] = useState<ApiPermission[]>([]);
-  const [stores, setStores] = useState<Store[]>([]);
+  const [dispensaries, setDispensaries] = useState<Dispensary[]>([]);
   const [loading, setLoading] = useState(true);
   const [showAddForm, setShowAddForm] = useState(false);
   const [newPermission, setNewPermission] = useState({
     user_name: '',
-    store_id: '',
+    dispensary_id: '',
     allowed_ips: '',
     allowed_domains: '',
   });
@@ -36,15 +36,15 @@ export function ApiPermissions() {
 
   useEffect(() => {
     loadPermissions();
-    loadStores();
+    loadDispensaries();
   }, []);
 
-  const loadStores = async () => {
+  const loadDispensaries = async () => {
     try {
-      const data = await api.getApiPermissionStores();
-      setStores(data.stores);
+      const data = await api.getApiPermissionDispensaries();
+      setDispensaries(data.dispensaries);
     } catch (error: any) {
-      console.error('Failed to load stores:', error);
+      console.error('Failed to load dispensaries:', error);
     }
   };
 
@@ -68,18 +68,18 @@ export function ApiPermissions() {
       return;
     }
 
-    if (!newPermission.store_id) {
-      setNotification({ message: 'Store is required', type: 'error' });
+    if (!newPermission.dispensary_id) {
+      setNotification({ message: 'Dispensary is required', type: 'error' });
       return;
     }
 
     try {
       const result = await api.createApiPermission({
         ...newPermission,
-        store_id: parseInt(newPermission.store_id),
+        dispensary_id: parseInt(newPermission.dispensary_id),
       });
       setNotification({ message: result.message, type: 'success' });
-      setNewPermission({ user_name: '', store_id: '', allowed_ips: '', allowed_domains: '' });
+      setNewPermission({ user_name: '', dispensary_id: '', allowed_ips: '', allowed_domains: '' });
       setShowAddForm(false);
       loadPermissions();
     } catch (error: any) {
@@ -182,22 +182,22 @@ export function ApiPermissions() {
 
               <div className="mb-4">
                 <label className="block text-sm font-medium text-gray-700 mb-2">
-                  Store *
+                  Dispensary *
                 </label>
                 <select
-                  value={newPermission.store_id}
-                  onChange={(e) => setNewPermission({ ...newPermission, store_id: e.target.value })}
+                  value={newPermission.dispensary_id}
+                  onChange={(e) => setNewPermission({ ...newPermission, dispensary_id: e.target.value })}
                   className="w-full px-3 py-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500"
                   required
                 >
-                  <option value="">Select a store...</option>
-                  {stores.map((store) => (
-                    <option key={store.id} value={store.id}>
-                      {store.name}
+                  <option value="">Select a dispensary...</option>
+                  {dispensaries.map((dispensary) => (
+                    <option key={dispensary.id} value={dispensary.id}>
+                      {dispensary.name}
                     </option>
                   ))}
                 </select>
-                <p className="text-sm text-gray-600 mt-1">The store this API token can access</p>
+                <p className="text-sm text-gray-600 mt-1">The dispensary this API token can access</p>
               </div>
 
               <div className="mb-4">
@@ -261,7 +261,7 @@ export function ApiPermissions() {
                       User Name
                     </th>
                     <th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
-                      Store
+                      Dispensary
                     </th>
                     <th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
                       API Key
@@ -290,7 +290,7 @@ export function ApiPermissions() {
                         <div className="font-medium text-gray-900">{perm.user_name}</div>
                       </td>
                       <td className="px-6 py-4 whitespace-nowrap">
-                        <div className="text-sm text-gray-900">{perm.store_name || <span className="text-gray-400 italic">No store</span>}</div>
+                        <div className="text-sm text-gray-900">{perm.dispensary_name || <span className="text-gray-400 italic">No dispensary</span>}</div>
                       </td>
                       <td className="px-6 py-4">
                         <div className="flex items-center space-x-2">

frontend/src/pages/DutchieAZSchedule.tsx

@@ -0,0 +1,697 @@
+import { useEffect, useState } from 'react';
+import { Layout } from '../components/Layout';
+import { api } from '../lib/api';
+
+interface JobSchedule {
+  id: number;
+  jobName: string;
+  description: string | null;
+  enabled: boolean;
+  baseIntervalMinutes: number;
+  jitterMinutes: number;
+  lastRunAt: string | null;
+  lastStatus: string | null;
+  lastErrorMessage: string | null;
+  lastDurationMs: number | null;
+  nextRunAt: string | null;
+  jobConfig: Record<string, any> | null;
+  createdAt: string;
+  updatedAt: string;
+}
+
+interface RunLog {
+  id: number;
+  schedule_id: number;
+  job_name: string;
+  status: string;
+  started_at: string | null;
+  completed_at: string | null;
+  duration_ms: number | null;
+  error_message: string | null;
+  items_processed: number | null;
+  items_succeeded: number | null;
+  items_failed: number | null;
+  metadata: any;
+  created_at: string;
+}
+
+export function DutchieAZSchedule() {
+  const [schedules, setSchedules] = useState<JobSchedule[]>([]);
+  const [runLogs, setRunLogs] = useState<RunLog[]>([]);
+  const [schedulerStatus, setSchedulerStatus] = useState<{ running: boolean; pollIntervalMs: number } | null>(null);
+  const [loading, setLoading] = useState(true);
+  const [autoRefresh, setAutoRefresh] = useState(true);
+  const [activeTab, setActiveTab] = useState<'schedules' | 'logs'>('schedules');
+  const [editingSchedule, setEditingSchedule] = useState<JobSchedule | null>(null);
+  const [showCreateModal, setShowCreateModal] = useState(false);
+
+  useEffect(() => {
+    loadData();
+
+    if (autoRefresh) {
+      const interval = setInterval(loadData, 10000);
+      return () => clearInterval(interval);
+    }
+  }, [autoRefresh]);
+
+  const loadData = async () => {
+    try {
+      const [schedulesData, logsData, statusData] = await Promise.all([
+        api.getDutchieAZSchedules(),
+        api.getDutchieAZRunLogs({ limit: 50 }),
+        api.getDutchieAZSchedulerStatus(),
+      ]);
+
+      setSchedules(schedulesData.schedules || []);
+      setRunLogs(logsData.logs || []);
+      setSchedulerStatus(statusData);
+    } catch (error) {
+      console.error('Failed to load schedule data:', error);
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  const handleToggleScheduler = async () => {
+    try {
+      if (schedulerStatus?.running) {
+        await api.stopDutchieAZScheduler();
+      } else {
+        await api.startDutchieAZScheduler();
+      }
+      await loadData();
+    } catch (error) {
+      console.error('Failed to toggle scheduler:', error);
+    }
+  };
+
+  const handleInitSchedules = async () => {
+    try {
+      await api.initDutchieAZSchedules();
+      await loadData();
+    } catch (error) {
+      console.error('Failed to initialize schedules:', error);
+    }
+  };
+
+  const handleTriggerSchedule = async (id: number) => {
+    try {
+      await api.triggerDutchieAZSchedule(id);
+      await loadData();
+    } catch (error) {
+      console.error('Failed to trigger schedule:', error);
+    }
+  };
+
+  const handleToggleEnabled = async (schedule: JobSchedule) => {
+    try {
+      await api.updateDutchieAZSchedule(schedule.id, { enabled: !schedule.enabled });
+      await loadData();
+    } catch (error) {
+      console.error('Failed to toggle schedule:', error);
+    }
+  };
+
+  const handleUpdateSchedule = async (id: number, updates: Partial<JobSchedule>) => {
+    try {
+      await api.updateDutchieAZSchedule(id, updates);
+      setEditingSchedule(null);
+      await loadData();
+    } catch (error) {
+      console.error('Failed to update schedule:', error);
+    }
+  };
+
+  const handleDeleteSchedule = async (id: number) => {
+    if (!confirm('Are you sure you want to delete this schedule?')) return;
+    try {
+      await api.deleteDutchieAZSchedule(id);
+      await loadData();
+    } catch (error) {
+      console.error('Failed to delete schedule:', error);
+    }
+  };
+
+  const formatTimeAgo = (dateString: string | null) => {
+    if (!dateString) return 'Never';
+    const date = new Date(dateString);
+    const now = new Date();
+    const diffMs = now.getTime() - date.getTime();
+    const diffMins = Math.floor(diffMs / 60000);
+    const diffHours = Math.floor(diffMins / 60);
+    const diffDays = Math.floor(diffHours / 24);
+
+    if (diffMins < 1) return 'Just now';
+    if (diffMins < 60) return `${diffMins}m ago`;
+    if (diffHours < 24) return `${diffHours}h ago`;
+    return `${diffDays}d ago`;
+  };
+
+  const formatTimeUntil = (dateString: string | null) => {
+    if (!dateString) return 'Not scheduled';
+    const date = new Date(dateString);
+    const now = new Date();
+    const diffMs = date.getTime() - now.getTime();
+
+    if (diffMs < 0) return 'Overdue';
+
+    const diffMins = Math.floor(diffMs / 60000);
+    const diffHours = Math.floor(diffMins / 60);
+
+    if (diffMins < 60) return `${diffMins}m`;
+    return `${diffHours}h ${diffMins % 60}m`;
+  };
+
+  const formatDuration = (ms: number | null) => {
+    if (!ms) return '-';
+    if (ms < 1000) return `${ms}ms`;
+    const seconds = Math.floor(ms / 1000);
+    const minutes = Math.floor(seconds / 60);
+    if (minutes < 1) return `${seconds}s`;
+    return `${minutes}m ${seconds % 60}s`;
+  };
+
+  const formatInterval = (baseMinutes: number, jitterMinutes: number) => {
+    const hours = Math.floor(baseMinutes / 60);
+    const mins = baseMinutes % 60;
+    const jitterHours = Math.floor(jitterMinutes / 60);
+    const jitterMins = jitterMinutes % 60;
+
+    let base = hours > 0 ? `${hours}h` : '';
+    if (mins > 0) base += `${mins}m`;
+
+    let jitter = jitterHours > 0 ? `${jitterHours}h` : '';
+    if (jitterMins > 0) jitter += `${jitterMins}m`;
+
+    return `${base} +/- ${jitter}`;
+  };
+
+  const getStatusColor = (status: string | null) => {
+    switch (status) {
+      case 'success': return { bg: '#d1fae5', color: '#065f46' };
+      case 'running': return { bg: '#dbeafe', color: '#1e40af' };
+      case 'error': return { bg: '#fee2e2', color: '#991b1b' };
+      case 'partial': return { bg: '#fef3c7', color: '#92400e' };
+      default: return { bg: '#f3f4f6', color: '#374151' };
+    }
+  };
+
+  return (
+    <Layout>
+      <div>
+        <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', marginBottom: '30px' }}>
+          <div>
+            <h1 style={{ fontSize: '32px', margin: 0 }}>Dutchie AZ Schedule</h1>
+            <p style={{ color: '#666', margin: '8px 0 0 0' }}>
+              Jittered scheduling for Arizona Dutchie product crawls
+            </p>
+          </div>
+          <div style={{ display: 'flex', gap: '15px', alignItems: 'center' }}>
+            <label style={{ display: 'flex', alignItems: 'center', gap: '10px', cursor: 'pointer' }}>
+              <input
+                type="checkbox"
+                checked={autoRefresh}
+                onChange={(e) => setAutoRefresh(e.target.checked)}
+                style={{ width: '18px', height: '18px', cursor: 'pointer' }}
+              />
+              <span>Auto-refresh (10s)</span>
+            </label>
+          </div>
+        </div>
+
+        {/* Scheduler Status Card */}
+        <div style={{
+          background: 'white',
+          padding: '20px',
+          borderRadius: '8px',
+          boxShadow: '0 2px 8px rgba(0,0,0,0.1)',
+          marginBottom: '30px',
+          display: 'flex',
+          justifyContent: 'space-between',
+          alignItems: 'center'
+        }}>
+          <div style={{ display: 'flex', alignItems: 'center', gap: '20px' }}>
+            <div>
+              <div style={{ fontSize: '14px', color: '#666', marginBottom: '4px' }}>Scheduler Status</div>
+              <div style={{ display: 'flex', alignItems: 'center', gap: '8px' }}>
+                <span style={{
+                  width: '12px',
+                  height: '12px',
+                  borderRadius: '50%',
+                  background: schedulerStatus?.running ? '#10b981' : '#ef4444',
+                  display: 'inline-block'
+                }} />
+                <span style={{ fontWeight: '600', fontSize: '18px' }}>
+                  {schedulerStatus?.running ? 'Running' : 'Stopped'}
+                </span>
+              </div>
+            </div>
+            <div style={{ borderLeft: '1px solid #eee', paddingLeft: '20px' }}>
+              <div style={{ fontSize: '14px', color: '#666', marginBottom: '4px' }}>Poll Interval</div>
+              <div style={{ fontWeight: '600' }}>
+                {schedulerStatus ? `${schedulerStatus.pollIntervalMs / 1000}s` : '-'}
+              </div>
+            </div>
+            <div style={{ borderLeft: '1px solid #eee', paddingLeft: '20px' }}>
+              <div style={{ fontSize: '14px', color: '#666', marginBottom: '4px' }}>Active Schedules</div>
+              <div style={{ fontWeight: '600' }}>
+                {schedules.filter(s => s.enabled).length} / {schedules.length}
+              </div>
+            </div>
+          </div>
+          <div style={{ display: 'flex', gap: '10px' }}>
+            <button
+              onClick={handleToggleScheduler}
+              style={{
+                padding: '10px 20px',
+                background: schedulerStatus?.running ? '#ef4444' : '#10b981',
+                color: 'white',
+                border: 'none',
+                borderRadius: '6px',
+                cursor: 'pointer',
+                fontWeight: '600'
+              }}
+            >
+              {schedulerStatus?.running ? 'Stop Scheduler' : 'Start Scheduler'}
+            </button>
+            {schedules.length === 0 && (
+              <button
+                onClick={handleInitSchedules}
+                style={{
+                  padding: '10px 20px',
+                  background: '#2563eb',
+                  color: 'white',
+                  border: 'none',
+                  borderRadius: '6px',
+                  cursor: 'pointer',
+                  fontWeight: '600'
+                }}
+              >
+                Initialize Default Schedules
+              </button>
+            )}
+          </div>
+        </div>
+
+        {/* Tabs */}
+        <div style={{ marginBottom: '30px', display: 'flex', gap: '10px', borderBottom: '2px solid #eee' }}>
+          <button
+            onClick={() => setActiveTab('schedules')}
+            style={{
+              padding: '12px 24px',
+              background: activeTab === 'schedules' ? 'white' : 'transparent',
+              border: 'none',
+              borderBottom: activeTab === 'schedules' ? '3px solid #2563eb' : '3px solid transparent',
+              cursor: 'pointer',
+              fontSize: '16px',
+              fontWeight: activeTab === 'schedules' ? '600' : '400',
+              color: activeTab === 'schedules' ? '#2563eb' : '#666',
+              marginBottom: '-2px'
+            }}
+          >
+            Schedule Configs ({schedules.length})
+          </button>
+          <button
+            onClick={() => setActiveTab('logs')}
+            style={{
+              padding: '12px 24px',
+              background: activeTab === 'logs' ? 'white' : 'transparent',
+              border: 'none',
+              borderBottom: activeTab === 'logs' ? '3px solid #2563eb' : '3px solid transparent',
+              cursor: 'pointer',
+              fontSize: '16px',
+              fontWeight: activeTab === 'logs' ? '600' : '400',
+              color: activeTab === 'logs' ? '#2563eb' : '#666',
+              marginBottom: '-2px'
+            }}
+          >
+            Run Logs ({runLogs.length})
+          </button>
+        </div>
+
+        {activeTab === 'schedules' && (
+          <div style={{
+            background: 'white',
+            borderRadius: '8px',
+            boxShadow: '0 2px 8px rgba(0,0,0,0.1)',
+            overflow: 'hidden'
+          }}>
+            {schedules.length === 0 ? (
+              <div style={{ padding: '40px', textAlign: 'center', color: '#666' }}>
+                No schedules configured. Click "Initialize Default Schedules" to create the default crawl schedule.
+              </div>
+            ) : (
+              <table style={{ width: '100%', borderCollapse: 'collapse' }}>
+                <thead>
+                  <tr style={{ background: '#f8f8f8', borderBottom: '2px solid #eee' }}>
+                    <th style={{ padding: '15px', textAlign: 'left', fontWeight: '600' }}>Job Name</th>
+                    <th style={{ padding: '15px', textAlign: 'center', fontWeight: '600' }}>Enabled</th>
+                    <th style={{ padding: '15px', textAlign: 'center', fontWeight: '600' }}>Interval (Jitter)</th>
+                    <th style={{ padding: '15px', textAlign: 'left', fontWeight: '600' }}>Last Run</th>
+                    <th style={{ padding: '15px', textAlign: 'left', fontWeight: '600' }}>Next Run</th>
+                    <th style={{ padding: '15px', textAlign: 'left', fontWeight: '600' }}>Last Status</th>
+                    <th style={{ padding: '15px', textAlign: 'center', fontWeight: '600' }}>Actions</th>
+                  </tr>
+                </thead>
+                <tbody>
+                  {schedules.map((schedule) => (
+                    <tr key={schedule.id} style={{ borderBottom: '1px solid #eee' }}>
+                      <td style={{ padding: '15px' }}>
+                        <div style={{ fontWeight: '600' }}>{schedule.jobName}</div>
+                        {schedule.description && (
+                          <div style={{ fontSize: '13px', color: '#666', marginTop: '4px' }}>
+                            {schedule.description}
+                          </div>
+                        )}
+                        {schedule.jobConfig && (
+                          <div style={{ fontSize: '11px', color: '#999', marginTop: '4px' }}>
+                            Config: {JSON.stringify(schedule.jobConfig)}
+                          </div>
+                        )}
+                      </td>
+                      <td style={{ padding: '15px', textAlign: 'center' }}>
+                        <button
+                          onClick={() => handleToggleEnabled(schedule)}
+                          style={{
+                            padding: '4px 12px',
+                            borderRadius: '12px',
+                            border: 'none',
+                            cursor: 'pointer',
+                            fontWeight: '600',
+                            fontSize: '12px',
+                            background: schedule.enabled ? '#d1fae5' : '#fee2e2',
+                            color: schedule.enabled ? '#065f46' : '#991b1b'
+                          }}
+                        >
+                          {schedule.enabled ? 'ON' : 'OFF'}
+                        </button>
+                      </td>
+                      <td style={{ padding: '15px', textAlign: 'center' }}>
+                        <div style={{ fontWeight: '600' }}>
+                          {formatInterval(schedule.baseIntervalMinutes, schedule.jitterMinutes)}
+                        </div>
+                      </td>
+                      <td style={{ padding: '15px' }}>
+                        <div>{formatTimeAgo(schedule.lastRunAt)}</div>
+                        {schedule.lastDurationMs && (
+                          <div style={{ fontSize: '12px', color: '#666' }}>
+                            Duration: {formatDuration(schedule.lastDurationMs)}
+                          </div>
+                        )}
+                      </td>
+                      <td style={{ padding: '15px' }}>
+                        <div style={{ fontWeight: '600', color: '#2563eb' }}>
+                          {formatTimeUntil(schedule.nextRunAt)}
+                        </div>
+                        {schedule.nextRunAt && (
+                          <div style={{ fontSize: '12px', color: '#999' }}>
+                            {new Date(schedule.nextRunAt).toLocaleString()}
+                          </div>
+                        )}
+                      </td>
+                      <td style={{ padding: '15px' }}>
+                        {schedule.lastStatus ? (
+                          <div>
+                            <span style={{
+                              padding: '4px 10px',
+                              borderRadius: '12px',
+                              fontSize: '12px',
+                              fontWeight: '600',
+                              ...getStatusColor(schedule.lastStatus)
+                            }}>
+                              {schedule.lastStatus}
+                            </span>
+                            {schedule.lastErrorMessage && (
+                              <button
+                                onClick={() => alert(schedule.lastErrorMessage)}
+                                style={{
+                                  marginLeft: '8px',
+                                  padding: '2px 6px',
+                                  background: '#fee2e2',
+                                  color: '#991b1b',
+                                  border: 'none',
+                                  borderRadius: '4px',
+                                  cursor: 'pointer',
+                                  fontSize: '10px'
+                                }}
+                              >
+                                Error
+                              </button>
+                            )}
+                          </div>
+                        ) : (
+                          <span style={{ color: '#999' }}>Never run</span>
+                        )}
+                      </td>
+                      <td style={{ padding: '15px', textAlign: 'center' }}>
+                        <div style={{ display: 'flex', gap: '8px', justifyContent: 'center' }}>
+                          <button
+                            onClick={() => handleTriggerSchedule(schedule.id)}
+                            disabled={schedule.lastStatus === 'running'}
+                            style={{
+                              padding: '6px 12px',
+                              background: schedule.lastStatus === 'running' ? '#94a3b8' : '#2563eb',
+                              color: 'white',
+                              border: 'none',
+                              borderRadius: '4px',
+                              cursor: schedule.lastStatus === 'running' ? 'not-allowed' : 'pointer',
+                              fontSize: '13px'
+                            }}
+                          >
+                            Run Now
+                          </button>
+                          <button
+                            onClick={() => setEditingSchedule(schedule)}
+                            style={{
+                              padding: '6px 12px',
+                              background: '#f3f4f6',
+                              color: '#374151',
+                              border: 'none',
+                              borderRadius: '4px',
+                              cursor: 'pointer',
+                              fontSize: '13px'
+                            }}
+                          >
+                            Edit
+                          </button>
+                        </div>
+                      </td>
+                    </tr>
+                  ))}
+                </tbody>
+              </table>
+            )}
+          </div>
+        )}
+
+        {activeTab === 'logs' && (
+          <div style={{
+            background: 'white',
+            borderRadius: '8px',
+            boxShadow: '0 2px 8px rgba(0,0,0,0.1)',
+            overflow: 'hidden'
+          }}>
+            {runLogs.length === 0 ? (
+              <div style={{ padding: '40px', textAlign: 'center', color: '#666' }}>
+                No run logs yet. Logs will appear here after jobs execute.
+              </div>
+            ) : (
+              <table style={{ width: '100%', borderCollapse: 'collapse' }}>
+                <thead>
+                  <tr style={{ background: '#f8f8f8', borderBottom: '2px solid #eee' }}>
+                    <th style={{ padding: '15px', textAlign: 'left', fontWeight: '600' }}>Job</th>
+                    <th style={{ padding: '15px', textAlign: 'center', fontWeight: '600' }}>Status</th>
+                    <th style={{ padding: '15px', textAlign: 'left', fontWeight: '600' }}>Started</th>
+                    <th style={{ padding: '15px', textAlign: 'right', fontWeight: '600' }}>Duration</th>
+                    <th style={{ padding: '15px', textAlign: 'right', fontWeight: '600' }}>Processed</th>
+                    <th style={{ padding: '15px', textAlign: 'right', fontWeight: '600' }}>Succeeded</th>
+                    <th style={{ padding: '15px', textAlign: 'right', fontWeight: '600' }}>Failed</th>
+                  </tr>
+                </thead>
+                <tbody>
+                  {runLogs.map((log) => (
+                    <tr key={log.id} style={{ borderBottom: '1px solid #eee' }}>
+                      <td style={{ padding: '15px' }}>
+                        <div style={{ fontWeight: '600' }}>{log.job_name}</div>
+                        <div style={{ fontSize: '12px', color: '#999' }}>Run #{log.id}</div>
+                      </td>
+                      <td style={{ padding: '15px', textAlign: 'center' }}>
+                        <span style={{
+                          padding: '4px 10px',
+                          borderRadius: '12px',
+                          fontSize: '12px',
+                          fontWeight: '600',
+                          ...getStatusColor(log.status)
+                        }}>
+                          {log.status}
+                        </span>
+                        {log.error_message && (
+                          <button
+                            onClick={() => alert(log.error_message)}
+                            style={{
+                              marginLeft: '8px',
+                              padding: '2px 6px',
+                              background: '#fee2e2',
+                              color: '#991b1b',
+                              border: 'none',
+                              borderRadius: '4px',
+                              cursor: 'pointer',
+                              fontSize: '10px'
+                            }}
+                          >
+                            Error
+                          </button>
+                        )}
+                      </td>
+                      <td style={{ padding: '15px' }}>
+                        <div>{log.started_at ? new Date(log.started_at).toLocaleString() : '-'}</div>
+                        <div style={{ fontSize: '12px', color: '#999' }}>{formatTimeAgo(log.started_at)}</div>
+                      </td>
+                      <td style={{ padding: '15px', textAlign: 'right', fontWeight: '600' }}>
+                        {formatDuration(log.duration_ms)}
+                      </td>
+                      <td style={{ padding: '15px', textAlign: 'right' }}>
+                        {log.items_processed ?? '-'}
+                      </td>
+                      <td style={{ padding: '15px', textAlign: 'right', color: '#10b981' }}>
+                        {log.items_succeeded ?? '-'}
+                      </td>
+                      <td style={{ padding: '15px', textAlign: 'right', color: log.items_failed ? '#ef4444' : 'inherit' }}>
+                        {log.items_failed ?? '-'}
+                      </td>
+                    </tr>
+                  ))}
+                </tbody>
+              </table>
+            )}
+          </div>
+        )}
+
+        {/* Edit Modal */}
+        {editingSchedule && (
+          <div style={{
+            position: 'fixed',
+            top: 0,
+            left: 0,
+            right: 0,
+            bottom: 0,
+            background: 'rgba(0,0,0,0.5)',
+            display: 'flex',
+            alignItems: 'center',
+            justifyContent: 'center',
+            zIndex: 1000
+          }}>
+            <div style={{
+              background: 'white',
+              padding: '30px',
+              borderRadius: '12px',
+              width: '500px',
+              maxWidth: '90vw'
+            }}>
+              <h2 style={{ margin: '0 0 20px 0' }}>Edit Schedule: {editingSchedule.jobName}</h2>
+
+              <div style={{ marginBottom: '20px' }}>
+                <label style={{ display: 'block', marginBottom: '8px', fontWeight: '600' }}>Description</label>
+                <input
+                  type="text"
+                  value={editingSchedule.description || ''}
+                  onChange={(e) => setEditingSchedule({ ...editingSchedule, description: e.target.value })}
+                  style={{
+                    width: '100%',
+                    padding: '10px',
+                    borderRadius: '6px',
+                    border: '1px solid #ddd',
+                    fontSize: '14px'
+                  }}
+                />
+              </div>
+
+              <div style={{ display: 'grid', gridTemplateColumns: '1fr 1fr', gap: '20px', marginBottom: '20px' }}>
+                <div>
+                  <label style={{ display: 'block', marginBottom: '8px', fontWeight: '600' }}>
+                    Base Interval (minutes)
+                  </label>
+                  <input
+                    type="number"
+                    value={editingSchedule.baseIntervalMinutes}
+                    onChange={(e) => setEditingSchedule({ ...editingSchedule, baseIntervalMinutes: parseInt(e.target.value) || 240 })}
+                    style={{
+                      width: '100%',
+                      padding: '10px',
+                      borderRadius: '6px',
+                      border: '1px solid #ddd',
+                      fontSize: '14px'
+                    }}
+                  />
+                  <div style={{ fontSize: '12px', color: '#666', marginTop: '4px' }}>
+                    = {Math.floor(editingSchedule.baseIntervalMinutes / 60)}h {editingSchedule.baseIntervalMinutes % 60}m
+                  </div>
+                </div>
+                <div>
+                  <label style={{ display: 'block', marginBottom: '8px', fontWeight: '600' }}>
+                    Jitter (minutes)
+                  </label>
+                  <input
+                    type="number"
+                    value={editingSchedule.jitterMinutes}
+                    onChange={(e) => setEditingSchedule({ ...editingSchedule, jitterMinutes: parseInt(e.target.value) || 30 })}
+                    style={{
+                      width: '100%',
+                      padding: '10px',
+                      borderRadius: '6px',
+                      border: '1px solid #ddd',
+                      fontSize: '14px'
+                    }}
+                  />
+                  <div style={{ fontSize: '12px', color: '#666', marginTop: '4px' }}>
+                    +/- {editingSchedule.jitterMinutes}m random offset
+                  </div>
+                </div>
+              </div>
+
+              <div style={{ fontSize: '13px', color: '#666', marginBottom: '20px', padding: '15px', background: '#f8f8f8', borderRadius: '6px' }}>
+                <strong>Effective range:</strong> {Math.floor((editingSchedule.baseIntervalMinutes - editingSchedule.jitterMinutes) / 60)}h {(editingSchedule.baseIntervalMinutes - editingSchedule.jitterMinutes) % 60}m
+                {' to '}
+                {Math.floor((editingSchedule.baseIntervalMinutes + editingSchedule.jitterMinutes) / 60)}h {(editingSchedule.baseIntervalMinutes + editingSchedule.jitterMinutes) % 60}m
+              </div>
+
+              <div style={{ display: 'flex', gap: '10px', justifyContent: 'flex-end' }}>
+                <button
+                  onClick={() => setEditingSchedule(null)}
+                  style={{
+                    padding: '10px 20px',
+                    background: '#f3f4f6',
+                    color: '#374151',
+                    border: 'none',
+                    borderRadius: '6px',
+                    cursor: 'pointer'
+                  }}
+                >
+                  Cancel
+                </button>
+                <button
+                  onClick={() => handleUpdateSchedule(editingSchedule.id, {
+                    description: editingSchedule.description,
+                    baseIntervalMinutes: editingSchedule.baseIntervalMinutes,
+                    jitterMinutes: editingSchedule.jitterMinutes,
+                  })}
+                  style={{
+                    padding: '10px 20px',
+                    background: '#2563eb',
+                    color: 'white',
+                    border: 'none',
+                    borderRadius: '6px',
+                    cursor: 'pointer',
+                    fontWeight: '600'
+                  }}
+                >
+                  Save Changes
+                </button>
+              </div>
+            </div>
+          </div>
+        )}
+      </div>
+    </Layout>
+  );
+}

frontend/src/pages/DutchieAZStoreDetail.tsx

@@ -0,0 +1,620 @@
+import { useEffect, useState } from 'react';
+import { useParams, useNavigate } from 'react-router-dom';
+import { Layout } from '../components/Layout';
+import { api } from '../lib/api';
+import {
+  Building2,
+  Phone,
+  MapPin,
+  ExternalLink,
+  ArrowLeft,
+  Package,
+  Tag,
+  RefreshCw,
+  ChevronDown,
+  Clock,
+  CheckCircle,
+  XCircle,
+  AlertCircle
+} from 'lucide-react';
+
+export function DutchieAZStoreDetail() {
+  const { id } = useParams();
+  const navigate = useNavigate();
+  const [summary, setSummary] = useState<any>(null);
+  const [products, setProducts] = useState<any[]>([]);
+  const [loading, setLoading] = useState(true);
+  const [productsLoading, setProductsLoading] = useState(false);
+  const [activeTab, setActiveTab] = useState<'products' | 'brands' | 'categories'>('products');
+  const [showUpdateDropdown, setShowUpdateDropdown] = useState(false);
+  const [isUpdating, setIsUpdating] = useState(false);
+  const [searchQuery, setSearchQuery] = useState('');
+  const [currentPage, setCurrentPage] = useState(1);
+  const [totalProducts, setTotalProducts] = useState(0);
+  const [itemsPerPage] = useState(25);
+  const [stockFilter, setStockFilter] = useState<string>('');
+
+  const formatDate = (dateStr: string) => {
+    if (!dateStr) return 'Never';
+    const date = new Date(dateStr);
+    const now = new Date();
+    const diffMs = now.getTime() - date.getTime();
+    const diffDays = Math.floor(diffMs / (1000 * 60 * 60 * 24));
+
+    if (diffDays === 0) return 'Today';
+    if (diffDays === 1) return 'Yesterday';
+    if (diffDays < 7) return `${diffDays} days ago`;
+    return date.toLocaleDateString();
+  };
+
+  useEffect(() => {
+    if (id) {
+      loadStoreSummary();
+    }
+  }, [id]);
+
+  useEffect(() => {
+    if (id && activeTab === 'products') {
+      loadProducts();
+    }
+  }, [id, currentPage, searchQuery, stockFilter, activeTab]);
+
+  // Reset to page 1 when filters change
+  useEffect(() => {
+    setCurrentPage(1);
+  }, [searchQuery, stockFilter]);
+
+  const loadStoreSummary = async () => {
+    setLoading(true);
+    try {
+      const data = await api.getDutchieAZStoreSummary(parseInt(id!, 10));
+      setSummary(data);
+    } catch (error) {
+      console.error('Failed to load store summary:', error);
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  const loadProducts = async () => {
+    if (!id) return;
+    setProductsLoading(true);
+    try {
+      const data = await api.getDutchieAZStoreProducts(parseInt(id, 10), {
+        search: searchQuery || undefined,
+        stockStatus: stockFilter || undefined,
+        limit: itemsPerPage,
+        offset: (currentPage - 1) * itemsPerPage,
+      });
+      setProducts(data.products);
+      setTotalProducts(data.total);
+    } catch (error) {
+      console.error('Failed to load products:', error);
+    } finally {
+      setProductsLoading(false);
+    }
+  };
+
+  const handleCrawl = async () => {
+    setShowUpdateDropdown(false);
+    setIsUpdating(true);
+    try {
+      await api.triggerDutchieAZCrawl(parseInt(id!, 10));
+      alert('Crawl started! Refresh the page in a few minutes to see updated data.');
+    } catch (error) {
+      console.error('Failed to trigger crawl:', error);
+      alert('Failed to start crawl. Please try again.');
+    } finally {
+      setIsUpdating(false);
+    }
+  };
+
+  const totalPages = Math.ceil(totalProducts / itemsPerPage);
+
+  if (loading) {
+    return (
+      <Layout>
+        <div className="text-center py-12">
+          <div className="inline-block animate-spin rounded-full h-8 w-8 border-4 border-blue-500 border-t-transparent"></div>
+          <p className="mt-2 text-sm text-gray-600">Loading store...</p>
+        </div>
+      </Layout>
+    );
+  }
+
+  if (!summary) {
+    return (
+      <Layout>
+        <div className="text-center py-12">
+          <p className="text-gray-600">Store not found</p>
+        </div>
+      </Layout>
+    );
+  }
+
+  const { dispensary, brands, categories, lastCrawl } = summary;
+
+  return (
+    <Layout>
+      <div className="space-y-6">
+        {/* Header */}
+        <div className="flex items-center justify-between gap-4">
+          <button
+            onClick={() => navigate('/dutchie-az')}
+            className="flex items-center gap-2 text-sm text-gray-600 hover:text-gray-900"
+          >
+            <ArrowLeft className="w-4 h-4" />
+            Back to Dutchie AZ Stores
+          </button>
+
+          {/* Update Button */}
+          <div className="relative">
+            <button
+              onClick={() => setShowUpdateDropdown(!showUpdateDropdown)}
+              disabled={isUpdating}
+              className="flex items-center gap-2 px-4 py-2 text-sm font-medium text-white bg-blue-600 hover:bg-blue-700 rounded-lg disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <RefreshCw className={`w-4 h-4 ${isUpdating ? 'animate-spin' : ''}`} />
+              {isUpdating ? 'Crawling...' : 'Crawl Now'}
+              {!isUpdating && <ChevronDown className="w-4 h-4" />}
+            </button>
+
+            {showUpdateDropdown && !isUpdating && (
+              <div className="absolute right-0 mt-2 w-48 bg-white rounded-lg shadow-lg border border-gray-200 z-10">
+                <button
+                  onClick={handleCrawl}
+                  className="w-full text-left px-4 py-2 text-sm text-gray-700 hover:bg-gray-100 rounded-lg"
+                >
+                  Start Full Crawl
+                </button>
+              </div>
+            )}
+          </div>
+        </div>
+
+        {/* Store Header */}
+        <div className="bg-white rounded-lg border border-gray-200 p-6">
+          <div className="flex items-start justify-between gap-4 mb-4">
+            <div className="flex items-start gap-4">
+              <div className="p-3 bg-blue-50 rounded-lg">
+                <Building2 className="w-8 h-8 text-blue-600" />
+              </div>
+              <div>
+                <h1 className="text-2xl font-bold text-gray-900">
+                  {dispensary.dba_name || dispensary.name}
+                </h1>
+                {dispensary.company_name && (
+                  <p className="text-sm text-gray-600 mt-1">{dispensary.company_name}</p>
+                )}
+                <p className="text-xs text-gray-500 mt-1">
+                  Platform ID: {dispensary.platform_dispensary_id || 'Not resolved'}
+                </p>
+              </div>
+            </div>
+            <div className="flex items-center gap-2 text-sm text-gray-600 bg-gray-50 px-4 py-2 rounded-lg">
+              <Clock className="w-4 h-4" />
+              <div>
+                <span className="font-medium">Last Crawl:</span>
+                <span className="ml-2">
+                  {lastCrawl?.completed_at
+                    ? new Date(lastCrawl.completed_at).toLocaleDateString('en-US', {
+                        year: 'numeric',
+                        month: 'short',
+                        day: 'numeric',
+                        hour: '2-digit',
+                        minute: '2-digit'
+                      })
+                    : 'Never'}
+                </span>
+                {lastCrawl?.status && (
+                  <span className={`ml-2 px-2 py-0.5 rounded text-xs ${
+                    lastCrawl.status === 'completed' ? 'bg-green-100 text-green-800' :
+                    lastCrawl.status === 'failed' ? 'bg-red-100 text-red-800' :
+                    'bg-yellow-100 text-yellow-800'
+                  }`}>
+                    {lastCrawl.status}
+                  </span>
+                )}
+              </div>
+            </div>
+          </div>
+          <div className="flex flex-wrap gap-4">
+            {dispensary.address && (
+              <div className="flex items-center gap-2 text-sm text-gray-600">
+                <MapPin className="w-4 h-4" />
+                <span>
+                  {dispensary.address}, {dispensary.city}, {dispensary.state} {dispensary.zip}
+                </span>
+              </div>
+            )}
+            {dispensary.phone && (
+              <div className="flex items-center gap-2 text-sm text-gray-600">
+                <Phone className="w-4 h-4" />
+                <span>{dispensary.phone}</span>
+              </div>
+            )}
+            {dispensary.website && (
+              <a
+                href={dispensary.website}
+                target="_blank"
+                rel="noopener noreferrer"
+                className="flex items-center gap-2 text-sm text-blue-600 hover:text-blue-800"
+              >
+                <ExternalLink className="w-4 h-4" />
+                Website
+              </a>
+            )}
+          </div>
+        </div>
+
+        {/* Dashboard Metrics */}
+        <div className="grid grid-cols-5 gap-4">
+          <button
+            onClick={() => {
+              setActiveTab('products');
+              setStockFilter('');
+              setSearchQuery('');
+            }}
+            className={`bg-white rounded-lg border p-4 hover:border-blue-300 hover:shadow-md transition-all cursor-pointer text-left ${
+              activeTab === 'products' && !stockFilter ? 'border-blue-500' : 'border-gray-200'
+            }`}
+          >
+            <div className="flex items-center gap-3">
+              <div className="p-2 bg-green-50 rounded-lg">
+                <Package className="w-5 h-5 text-green-600" />
+              </div>
+              <div>
+                <p className="text-sm text-gray-600">Total Products</p>
+                <p className="text-xl font-bold text-gray-900">{summary.totalProducts}</p>
+              </div>
+            </div>
+          </button>
+
+          <button
+            onClick={() => {
+              setActiveTab('products');
+              setStockFilter('in_stock');
+              setSearchQuery('');
+            }}
+            className={`bg-white rounded-lg border p-4 hover:border-blue-300 hover:shadow-md transition-all cursor-pointer text-left ${
+              stockFilter === 'in_stock' ? 'border-blue-500' : 'border-gray-200'
+            }`}
+          >
+            <div className="flex items-center gap-3">
+              <div className="p-2 bg-emerald-50 rounded-lg">
+                <CheckCircle className="w-5 h-5 text-emerald-600" />
+              </div>
+              <div>
+                <p className="text-sm text-gray-600">In Stock</p>
+                <p className="text-xl font-bold text-gray-900">{summary.inStockCount}</p>
+              </div>
+            </div>
+          </button>
+
+          <button
+            onClick={() => {
+              setActiveTab('products');
+              setStockFilter('out_of_stock');
+              setSearchQuery('');
+            }}
+            className={`bg-white rounded-lg border p-4 hover:border-blue-300 hover:shadow-md transition-all cursor-pointer text-left ${
+              stockFilter === 'out_of_stock' ? 'border-blue-500' : 'border-gray-200'
+            }`}
+          >
+            <div className="flex items-center gap-3">
+              <div className="p-2 bg-red-50 rounded-lg">
+                <XCircle className="w-5 h-5 text-red-600" />
+              </div>
+              <div>
+                <p className="text-sm text-gray-600">Out of Stock</p>
+                <p className="text-xl font-bold text-gray-900">{summary.outOfStockCount}</p>
+              </div>
+            </div>
+          </button>
+
+          <button
+            onClick={() => setActiveTab('brands')}
+            className={`bg-white rounded-lg border p-4 hover:border-blue-300 hover:shadow-md transition-all cursor-pointer text-left ${
+              activeTab === 'brands' ? 'border-blue-500' : 'border-gray-200'
+            }`}
+          >
+            <div className="flex items-center gap-3">
+              <div className="p-2 bg-purple-50 rounded-lg">
+                <Tag className="w-5 h-5 text-purple-600" />
+              </div>
+              <div>
+                <p className="text-sm text-gray-600">Brands</p>
+                <p className="text-xl font-bold text-gray-900">{summary.brandCount}</p>
+              </div>
+            </div>
+          </button>
+
+          <button
+            onClick={() => setActiveTab('categories')}
+            className={`bg-white rounded-lg border p-4 hover:border-blue-300 hover:shadow-md transition-all cursor-pointer text-left ${
+              activeTab === 'categories' ? 'border-blue-500' : 'border-gray-200'
+            }`}
+          >
+            <div className="flex items-center gap-3">
+              <div className="p-2 bg-orange-50 rounded-lg">
+                <AlertCircle className="w-5 h-5 text-orange-600" />
+              </div>
+              <div>
+                <p className="text-sm text-gray-600">Categories</p>
+                <p className="text-xl font-bold text-gray-900">{summary.categoryCount}</p>
+              </div>
+            </div>
+          </button>
+        </div>
+
+        {/* Content Tabs */}
+        <div className="bg-white rounded-lg border border-gray-200">
+          <div className="border-b border-gray-200">
+            <div className="flex gap-4 px-6">
+              <button
+                onClick={() => {
+                  setActiveTab('products');
+                  setStockFilter('');
+                }}
+                className={`py-4 px-2 text-sm font-medium border-b-2 ${
+                  activeTab === 'products'
+                    ? 'border-blue-600 text-blue-600'
+                    : 'border-transparent text-gray-600 hover:text-gray-900'
+                }`}
+              >
+                Products ({summary.totalProducts})
+              </button>
+              <button
+                onClick={() => setActiveTab('brands')}
+                className={`py-4 px-2 text-sm font-medium border-b-2 ${
+                  activeTab === 'brands'
+                    ? 'border-blue-600 text-blue-600'
+                    : 'border-transparent text-gray-600 hover:text-gray-900'
+                }`}
+              >
+                Brands ({summary.brandCount})
+              </button>
+              <button
+                onClick={() => setActiveTab('categories')}
+                className={`py-4 px-2 text-sm font-medium border-b-2 ${
+                  activeTab === 'categories'
+                    ? 'border-blue-600 text-blue-600'
+                    : 'border-transparent text-gray-600 hover:text-gray-900'
+                }`}
+              >
+                Categories ({summary.categoryCount})
+              </button>
+            </div>
+          </div>
+
+          <div className="p-6">
+            {activeTab === 'products' && (
+              <div className="space-y-4">
+                {/* Search and Filter */}
+                <div className="flex items-center gap-4 mb-4">
+                  <input
+                    type="text"
+                    placeholder="Search products by name or brand..."
+                    value={searchQuery}
+                    onChange={(e) => setSearchQuery(e.target.value)}
+                    className="input input-bordered input-sm flex-1"
+                  />
+                  <select
+                    value={stockFilter}
+                    onChange={(e) => setStockFilter(e.target.value)}
+                    className="select select-bordered select-sm"
+                  >
+                    <option value="">All Stock</option>
+                    <option value="in_stock">In Stock</option>
+                    <option value="out_of_stock">Out of Stock</option>
+                    <option value="unknown">Unknown</option>
+                  </select>
+                  {(searchQuery || stockFilter) && (
+                    <button
+                      onClick={() => {
+                        setSearchQuery('');
+                        setStockFilter('');
+                      }}
+                      className="btn btn-sm btn-ghost"
+                    >
+                      Clear
+                    </button>
+                  )}
+                  <div className="text-sm text-gray-600">
+                    {totalProducts} products
+                  </div>
+                </div>
+
+                {productsLoading ? (
+                  <div className="text-center py-8">
+                    <div className="inline-block animate-spin rounded-full h-6 w-6 border-4 border-blue-500 border-t-transparent"></div>
+                    <p className="mt-2 text-sm text-gray-600">Loading products...</p>
+                  </div>
+                ) : products.length === 0 ? (
+                  <p className="text-center py-8 text-gray-500">No products found</p>
+                ) : (
+                  <>
+                    <div className="overflow-x-auto -mx-6 px-6">
+                      <table className="table table-xs table-zebra table-pin-rows w-full">
+                        <thead>
+                          <tr>
+                            <th>Image</th>
+                            <th>Product Name</th>
+                            <th>Brand</th>
+                            <th>Type</th>
+                            <th className="text-right">Price</th>
+                            <th className="text-center">THC %</th>
+                            <th className="text-center">Stock</th>
+                            <th className="text-center">Qty</th>
+                            <th>Last Updated</th>
+                          </tr>
+                        </thead>
+                        <tbody>
+                          {products.map((product) => (
+                            <tr key={product.id}>
+                              <td className="whitespace-nowrap">
+                                {product.image_url ? (
+                                  <img
+                                    src={product.image_url}
+                                    alt={product.name}
+                                    className="w-12 h-12 object-cover rounded"
+                                    onError={(e) => e.currentTarget.style.display = 'none'}
+                                  />
+                                ) : '-'}
+                              </td>
+                              <td className="font-medium max-w-[200px]">
+                                <div className="line-clamp-2" title={product.name}>{product.name}</div>
+                              </td>
+                              <td className="max-w-[120px]">
+                                <div className="line-clamp-2" title={product.brand || '-'}>{product.brand || '-'}</div>
+                              </td>
+                              <td className="whitespace-nowrap">
+                                <span className="badge badge-ghost badge-sm">{product.type || '-'}</span>
+                                {product.subcategory && (
+                                  <span className="badge badge-ghost badge-sm ml-1">{product.subcategory}</span>
+                                )}
+                              </td>
+                              <td className="text-right font-semibold whitespace-nowrap">
+                                {product.sale_price ? (
+                                  <div className="flex flex-col items-end">
+                                    <span className="text-error">${product.sale_price}</span>
+                                    <span className="text-gray-400 line-through text-xs">${product.regular_price}</span>
+                                  </div>
+                                ) : product.regular_price ? (
+                                  `$${product.regular_price}`
+                                ) : '-'}
+                              </td>
+                              <td className="text-center whitespace-nowrap">
+                                {product.thc_percentage ? (
+                                  <span className="badge badge-success badge-sm">{product.thc_percentage}%</span>
+                                ) : '-'}
+                              </td>
+                              <td className="text-center whitespace-nowrap">
+                                {product.stock_status === 'in_stock' ? (
+                                  <span className="badge badge-success badge-sm">In Stock</span>
+                                ) : product.stock_status === 'out_of_stock' ? (
+                                  <span className="badge badge-error badge-sm">Out</span>
+                                ) : (
+                                  <span className="badge badge-warning badge-sm">Unknown</span>
+                                )}
+                              </td>
+                              <td className="text-center whitespace-nowrap">
+                                {product.total_quantity != null ? product.total_quantity : '-'}
+                              </td>
+                              <td className="whitespace-nowrap text-xs text-gray-500">
+                                {product.updated_at ? formatDate(product.updated_at) : '-'}
+                              </td>
+                            </tr>
+                          ))}
+                        </tbody>
+                      </table>
+                    </div>
+
+                    {/* Pagination */}
+                    {totalPages > 1 && (
+                      <div className="flex justify-center items-center gap-2 mt-4">
+                        <button
+                          onClick={() => setCurrentPage(prev => Math.max(1, prev - 1))}
+                          disabled={currentPage === 1}
+                          className="btn btn-sm btn-outline"
+                        >
+                          Previous
+                        </button>
+
+                        <div className="flex gap-1">
+                          {Array.from({ length: Math.min(5, totalPages) }, (_, i) => {
+                            let page: number;
+                            if (totalPages <= 5) {
+                              page = i + 1;
+                            } else if (currentPage <= 3) {
+                              page = i + 1;
+                            } else if (currentPage >= totalPages - 2) {
+                              page = totalPages - 4 + i;
+                            } else {
+                              page = currentPage - 2 + i;
+                            }
+                            return (
+                              <button
+                                key={page}
+                                onClick={() => setCurrentPage(page)}
+                                className={`btn btn-sm ${
+                                  currentPage === page ? 'btn-primary' : 'btn-outline'
+                                }`}
+                              >
+                                {page}
+                              </button>
+                            );
+                          })}
+                        </div>
+
+                        <button
+                          onClick={() => setCurrentPage(prev => Math.min(totalPages, prev + 1))}
+                          disabled={currentPage === totalPages}
+                          className="btn btn-sm btn-outline"
+                        >
+                          Next
+                        </button>
+                      </div>
+                    )}
+                  </>
+                )}
+              </div>
+            )}
+
+            {activeTab === 'brands' && (
+              <div className="space-y-4">
+                {brands.length === 0 ? (
+                  <p className="text-center py-8 text-gray-500">No brands found</p>
+                ) : (
+                  <div className="grid grid-cols-2 md:grid-cols-3 lg:grid-cols-4 gap-4">
+                    {brands.map((brand: any) => (
+                      <button
+                        key={brand.brand_name}
+                        onClick={() => {
+                          setActiveTab('products');
+                          setSearchQuery(brand.brand_name);
+                          setStockFilter('');
+                        }}
+                        className="border border-gray-200 rounded-lg p-4 text-center hover:border-blue-300 hover:shadow-md transition-all cursor-pointer"
+                      >
+                        <p className="font-medium text-gray-900 line-clamp-2">{brand.brand_name}</p>
+                        <p className="text-sm text-gray-600 mt-1">
+                          {brand.product_count} product{brand.product_count !== 1 ? 's' : ''}
+                        </p>
+                      </button>
+                    ))}
+                  </div>
+                )}
+              </div>
+            )}
+
+            {activeTab === 'categories' && (
+              <div className="space-y-4">
+                {categories.length === 0 ? (
+                  <p className="text-center py-8 text-gray-500">No categories found</p>
+                ) : (
+                  <div className="grid grid-cols-2 md:grid-cols-3 lg:grid-cols-4 gap-4">
+                    {categories.map((cat: any, idx: number) => (
+                      <div
+                        key={idx}
+                        className="border border-gray-200 rounded-lg p-4 text-center"
+                      >
+                        <p className="font-medium text-gray-900">{cat.type}</p>
+                        {cat.subcategory && (
+                          <p className="text-sm text-gray-600">{cat.subcategory}</p>
+                        )}
+                        <p className="text-sm text-gray-500 mt-1">
+                          {cat.product_count} product{cat.product_count !== 1 ? 's' : ''}
+                        </p>
+                      </div>
+                    ))}
+                  </div>
+                )}
+              </div>
+            )}
+          </div>
+        </div>
+      </div>
+    </Layout>
+  );
+}

frontend/src/pages/DutchieAZStores.tsx

@@ -0,0 +1,194 @@
+import { useEffect, useState } from 'react';
+import { useNavigate } from 'react-router-dom';
+import { Layout } from '../components/Layout';
+import { api } from '../lib/api';
+import {
+  Building2,
+  MapPin,
+  Package,
+  RefreshCw,
+  CheckCircle,
+  XCircle
+} from 'lucide-react';
+
+export function DutchieAZStores() {
+  const navigate = useNavigate();
+  const [stores, setStores] = useState<any[]>([]);
+  const [loading, setLoading] = useState(true);
+  const [dashboard, setDashboard] = useState<any>(null);
+
+  useEffect(() => {
+    loadData();
+  }, []);
+
+  const loadData = async () => {
+    setLoading(true);
+    try {
+      const [storesData, dashboardData] = await Promise.all([
+        api.getDutchieAZStores({ limit: 100 }),
+        api.getDutchieAZDashboard(),
+      ]);
+      setStores(storesData.stores);
+      setDashboard(dashboardData);
+    } catch (error) {
+      console.error('Failed to load data:', error);
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  if (loading) {
+    return (
+      <Layout>
+        <div className="text-center py-12">
+          <div className="inline-block animate-spin rounded-full h-8 w-8 border-4 border-blue-500 border-t-transparent"></div>
+          <p className="mt-2 text-sm text-gray-600">Loading stores...</p>
+        </div>
+      </Layout>
+    );
+  }
+
+  return (
+    <Layout>
+      <div className="space-y-6">
+        {/* Header */}
+        <div className="flex items-center justify-between">
+          <div>
+            <h1 className="text-2xl font-bold text-gray-900">Dutchie AZ Stores</h1>
+            <p className="text-sm text-gray-600 mt-1">
+              Arizona dispensaries using the Dutchie platform - data from the new pipeline
+            </p>
+          </div>
+          <button
+            onClick={loadData}
+            className="flex items-center gap-2 px-4 py-2 text-sm font-medium text-gray-700 bg-white border border-gray-300 rounded-lg hover:bg-gray-50"
+          >
+            <RefreshCw className="w-4 h-4" />
+            Refresh
+          </button>
+        </div>
+
+        {/* Dashboard Stats */}
+        {dashboard && (
+          <div className="grid grid-cols-4 gap-4">
+            <div className="bg-white rounded-lg border border-gray-200 p-4">
+              <div className="flex items-center gap-3">
+                <div className="p-2 bg-blue-50 rounded-lg">
+                  <Building2 className="w-5 h-5 text-blue-600" />
+                </div>
+                <div>
+                  <p className="text-sm text-gray-600">Dispensaries</p>
+                  <p className="text-xl font-bold text-gray-900">{dashboard.dispensaryCount}</p>
+                </div>
+              </div>
+            </div>
+
+            <div className="bg-white rounded-lg border border-gray-200 p-4">
+              <div className="flex items-center gap-3">
+                <div className="p-2 bg-green-50 rounded-lg">
+                  <Package className="w-5 h-5 text-green-600" />
+                </div>
+                <div>
+                  <p className="text-sm text-gray-600">Total Products</p>
+                  <p className="text-xl font-bold text-gray-900">{dashboard.productCount.toLocaleString()}</p>
+                </div>
+              </div>
+            </div>
+
+            <div className="bg-white rounded-lg border border-gray-200 p-4">
+              <div className="flex items-center gap-3">
+                <div className="p-2 bg-purple-50 rounded-lg">
+                  <CheckCircle className="w-5 h-5 text-purple-600" />
+                </div>
+                <div>
+                  <p className="text-sm text-gray-600">Brands</p>
+                  <p className="text-xl font-bold text-gray-900">{dashboard.brandCount}</p>
+                </div>
+              </div>
+            </div>
+
+            <div className="bg-white rounded-lg border border-gray-200 p-4">
+              <div className="flex items-center gap-3">
+                <div className="p-2 bg-orange-50 rounded-lg">
+                  <XCircle className="w-5 h-5 text-orange-600" />
+                </div>
+                <div>
+                  <p className="text-sm text-gray-600">Failed Jobs (24h)</p>
+                  <p className="text-xl font-bold text-gray-900">{dashboard.failedJobCount}</p>
+                </div>
+              </div>
+            </div>
+          </div>
+        )}
+
+        {/* Stores List */}
+        <div className="bg-white rounded-lg border border-gray-200">
+          <div className="p-4 border-b border-gray-200">
+            <h2 className="text-lg font-semibold text-gray-900">All Stores ({stores.length})</h2>
+          </div>
+          <div className="overflow-x-auto">
+            <table className="table table-zebra w-full">
+              <thead>
+                <tr>
+                  <th>Name</th>
+                  <th>City</th>
+                  <th>Platform ID</th>
+                  <th>Status</th>
+                  <th>Actions</th>
+                </tr>
+              </thead>
+              <tbody>
+                {stores.map((store) => (
+                  <tr key={store.id}>
+                    <td>
+                      <div className="flex items-center gap-3">
+                        <div className="p-2 bg-blue-50 rounded-lg">
+                          <Building2 className="w-4 h-4 text-blue-600" />
+                        </div>
+                        <div>
+                          <p className="font-medium text-gray-900">{store.dba_name || store.name}</p>
+                          {store.company_name && store.company_name !== store.name && (
+                            <p className="text-xs text-gray-500">{store.company_name}</p>
+                          )}
+                        </div>
+                      </div>
+                    </td>
+                    <td>
+                      <div className="flex items-center gap-2 text-sm text-gray-600">
+                        <MapPin className="w-4 h-4" />
+                        {store.city}, {store.state}
+                      </div>
+                    </td>
+                    <td>
+                      {store.platform_dispensary_id ? (
+                        <span className="text-xs font-mono text-gray-600">{store.platform_dispensary_id}</span>
+                      ) : (
+                        <span className="badge badge-warning badge-sm">Not Resolved</span>
+                      )}
+                    </td>
+                    <td>
+                      {store.platform_dispensary_id ? (
+                        <span className="badge badge-success badge-sm">Ready</span>
+                      ) : (
+                        <span className="badge badge-warning badge-sm">Pending</span>
+                      )}
+                    </td>
+                    <td>
+                      <button
+                        onClick={() => navigate(`/dutchie-az/stores/${store.id}`)}
+                        className="btn btn-sm btn-primary"
+                        disabled={!store.platform_dispensary_id}
+                      >
+                        View Products
+                      </button>
+                    </td>
+                  </tr>
+                ))}
+              </tbody>
+            </table>
+          </div>
+        </div>
+      </div>
+    </Layout>
+  );
+}