{
  "title": "Overview ChatGPT product research: dated worked-example evidence",
  "publishedAt": "2026-10-30",
  "publisher": "Overview Data",
  "scope": "Illustrative research sample, not a market census or a verified sales dataset.",
  "methodology": {
    "source": "Overview MCP search_products and get_ad_activity; same application procedures as dashboard.",
    "query": {
      "title": "printer",
      "country": "DZ",
      "weeks": 12
    },
    "emptyQuery": {
      "title": "vacuum sealer",
      "country": "DZ",
      "weeks": 12,
      "productsReturned": 0,
      "retrievedAt": "2026-10-30T10:04:44.123Z"
    },
    "limitations": [
      "Retrieval timestamps are not collection timestamps.",
      "Shop ad counts are not product ad counts.",
      "Ad-activity rows may be duplicated; captured end dates do not prove a stop date.",
      "Sales and spend ranges and generated estimate notes are heuristic, not measured transactions or performance.",
      "The supplier/product webpage could not be independently fetched for this example.",
      "This is a frozen example. Repeat queries can return different data."
    ]
  },
  "search": {
    "kind": "search",
    "data": {
      "productsEntries": [
        {
          "id": 1,
          "title": "🖨️ الطابعة الحرارية المحمولة Mini Printer",
          "productUrl": "https://anesplus.flexdz.store/products/details/6ab0729cf49d7acc2acdfded",
          "actualPrice": 0,
          "priceHistory": [],
          "category": "",
          "algorithm": "new",
          "country": "DZ",
          "ads_count": "17",
          "avg_creatives": 1,
          "ads_per_unique_url": 1,
          "active_ads": true,
          "ad_start_date": "2026-09-20",
          "ad_image_urls": null,
          "ad_video_urls": "https://overview-adlibrary-cdn-ayfwdcara8dcffeh.z01.azurefd.net/cdn-container/cdn/adlibrary/2026-10-20/62cda3688066a1d609a60590261f0d64.mp4",
          "productTags": "-",
          "productAge": "هذا الأسبوع",
          "unique_image_count": "0",
          "unique_video_count": "1",
          "ad_title": "🔥 اطلبها الآن وخلي كل لحظة مميزة تتحول لذكرى ملموسة!",
          "ad_body": "📸 صورك وذكرياتك تستاهل تبقى قدام عينيك! 🥰\nمع Mini Printer اطبع صورك، ملاحظاتك، ملصقاتك وقوائمك مباشرة من هاتفك وبكل سهولة! 🖨️✨\n🔹 صغيرة ومحمولة\n🔹 سهلة الاستخدام\n🔹 بدون الحاجة للحبر\n🔹 مثالية للمنزل، الدراسة والعمل\n🔥 اطلبها الآن وخلي كل لحظة مميزة تتحول لذكرى ملموسة!"
        }
      ],
      "adaptedResult": {
        "newListings": {
          "current": 1,
          "previous": 0,
          "weeklyData": [
            1
          ],
          "hasSupplyMomentum": true
        },
        "totalShops": {
          "current": 1,
          "previous": 0,
          "weeklyData": [
            1
          ],
          "breakdown": {
            "newShops": [
              1
            ],
            "existingShops": [
              0
            ]
          }
        },
        "priceData": {
          "currentAverage": 0,
          "previousAverage": 0,
          "weeklyAverages": [
            0
          ],
          "currentMinimum": 0
        },
        "adLibrarydata": {}
      },
      "ress": {},
      "adLibrarydata": {
        "count": 10
      }
    },
    "estimates": [
      {
        "productUrl": "https://anesplus.flexdz.store/products/details/6ab0729cf49d7acc2acdfded",
        "estimate": {
          "store_tier": {
            "size": "medium",
            "quality": "low"
          },
          "ad_performance_multiplier": 3.6,
          "daily_units_sold": [
            71,
            140
          ],
          "total_units_sold": [
            2840,
            5600
          ],
          "ad_spend_usd": [
            1420,
            5544
          ],
          "country": "DZ",
          "ad_days_live": 40,
          "notes": "Strong creative performance with multiple videos and mature ad age."
        }
      }
    ],
    "retrievedAt": "2026-10-30T10:04:57.280Z",
    "locale": "en",
    "estimateMethod": "overview-dashboard-sales-estimator-v1"
  },
  "activity": {
    "kind": "activity",
    "data": [
      {
        "ad_start_date": "2026-09-20",
        "ad_end_date": "2026-09-27",
        "ad_video_urls": "https://overview-adlibrary-cdn-ayfwdcara8dcffeh.z01.azurefd.net/cdn-container/cdn/adlibrary/2026-09-27/5dca1912382626b0e94041bd4c5b2785.mp4"
      },
      {
        "ad_start_date": "2026-09-20",
        "ad_end_date": "2026-10-04",
        "ad_video_urls": "https://overview-adlibrary-cdn-ayfwdcara8dcffeh.z01.azurefd.net/cdn-container/cdn/adlibrary/2026-10-04/23359e370c7e431bde8c4a983dcbfa0f.mp4"
      },
      {
        "ad_start_date": "2026-09-20",
        "ad_end_date": "2026-10-04",
        "ad_video_urls": "https://overview-adlibrary-cdn-ayfwdcara8dcffeh.z01.azurefd.net/cdn-container/cdn/adlibrary/2026-10-04/23359e370c7e431bde8c4a983dcbfa0f.mp4"
      },
      {
        "ad_start_date": "2026-09-20",
        "ad_end_date": "2026-10-14",
        "ad_video_urls": "https://overview-adlibrary-cdn-ayfwdcara8dcffeh.z01.azurefd.net/cdn-container/cdn/adlibrary/2026-10-15/64463af057973d39bd89bf96f872a937.mp4"
      },
      {
        "ad_start_date": "2026-09-20",
        "ad_end_date": "2026-10-19",
        "ad_video_urls": "https://overview-adlibrary-cdn-ayfwdcara8dcffeh.z01.azurefd.net/cdn-container/cdn/adlibrary/2026-10-20/62cda3688066a1d609a60590261f0d64.mp4"
      }
    ],
    "productUrl": "https://anesplus.flexdz.store/products/details/6ab0729cf49d7acc2acdfded",
    "retrievedAt": "2026-10-30T10:05:23.417Z",
    "locale": "en"
  }
}