{
  "title": "Raqmana Saudi Ecommerce Pulse — August 2026",
  "publisher": "Raqmana (raqman.ai)",
  "published_at": "2026-08-03",
  "data_snapshot": {
    "store_scan_through": "2026-07-23T21:14:41.909Z",
    "product_and_sales_signal_refresh_through": "2026-07-26T03:58:17Z"
  },
  "scope_note": "Aggregated observations from Raqmana's analysis database. Store records are not an official count of unique or active Saudi merchants.",
  "stores": {
    "analysis_records": 108569,
    "closed_flagged_records": 40000,
    "platforms": {
      "salla": 78321,
      "zid": 9773,
      "woocommerce": 7949,
      "shopify": 5084,
      "other_or_unverified": 7442
    },
    "salla_closed_flagged": 39924
  },
  "products": {
    "records": 1277188,
    "priced_sample": 1246607,
    "average_price_sar": 620.4,
    "median_price_sar": 109.97
  },
  "ad_pixels": {
    "records": 119173,
    "stores_with_any_pixel": 76154,
    "stores_by_platform": {
      "snapchat": 62907,
      "tiktok": 16037,
      "google": 13723,
      "facebook": 11299,
      "twitter": 9537,
      "google_analytics": 4494,
      "pinterest": 1008,
      "google_ads": 152,
      "meta": 16
    },
    "measurement_note": "A detected pixel identifier shows that a measurement tool was present when observed; it does not prove an active campaign or spend."
  },
  "top_active_categories": [
    { "category": "perfume", "stores": 2264 },
    { "category": "fashion", "stores": 1874 },
    { "category": "automotive", "stores": 1517 },
    { "category": "electronics", "stores": 1028 },
    { "category": "beauty", "stores": 810 }
  ],
  "methodology_url": "https://raqman.ai/insights/methodology",
  "report_url": "https://raqman.ai/insights/saudi-ecommerce-pulse-2026-08",
  "citation": "Source: Raqmana (raqman.ai), Saudi Ecommerce Pulse, August 2026; data observed through July 26, 2026."
}