{
 "page": "/guides/tiktok-shop-data-chatgpt-claude/",
 "retrieved": "2026-10-29",
 "source": "TokConnect MCP (production, Shop Analytics)",
 "note": "Shop Analytics figures are TokConnect estimates: 30 days to 26 October 2026 for products and shops, 7 days to 26 October 2026 for categories, TikTok Shop US. Units track TikTok's sold counter and revenue is units times the selling price TokConnect observed. Shop and product pages were read live on 29 October 2026. Creators are masked: handles, names, bios and ids are removed. The product row TokConnect flags priceSuspect (a placeholder price) is left out of the page table but kept in this file.",
 "calls": [
  {
   "tool": "category_trends",
   "arguments": {
    "method": "list",
    "region": "US",
    "window": "30d"
   },
   "response": {
    "count": 10,
    "currency": "USD",
    "dataEnd": "2026-10-26",
    "items": [
     {
      "affiliate_revenue": "$72.18m",
      "average_revenue": "$5.65k",
      "cate_id": "Beauty & Personal Care",
      "date_interval": "7d",
      "id": "601450",
      "level": "1",
      "live_revenue": "$17.03m",
      "name": "Beauty & Personal Care",
      "revenue": "$89.26m",
      "revenue_growth_rate": 0.038938999635497434,
      "revenue_trend": [
       1180424731,
       1087663135,
       1304434512,
       1480881360,
       1175171784,
       1328128057,
       1369182787
      ],
      "self_promotion_revenue": "$7.63m",
      "shop_number": 15789,
      "shopping_mall_revenue": "$9.45m",
      "showcase_revenue": "$12.17m",
      "top_10_shop_revenue_ratio": 0.18379483355838186,
      "top_3_shop_revenue_ratio": 0.10238266851357314,
      "video_revenue": "$60.06m"
     },
     {
      "affiliate_revenue": "$62.42m",
      "average_revenue": "$5.58k",
      "cate_id": "Womenswear & Underwear",
      "date_interval": "7d",
      "id": "601152",
      "level": "1",
      "live_revenue": "$9.87m",
      "name": "Womenswear & Underwear",
      "revenue": "$77.43m",
      "revenue_growth_rate": -0.05214099080478857,
      "revenue_trend": [
       1118843047,
       1018916411.2,
       1094214841.5,
       1282028987.8,
       919788979,
       1113007087.4,
       1196527612
      ],
      "self_promotion_revenue": "$7.32m",
      "shop_number": 13866,
      "shopping_mall_revenue": "$7.69m",
      "showcase_revenue": "$11.07m",
      "top_10_shop_revenue_ratio": 0.16785225804408907,
      "top_3_shop_revenue_ratio": 0.09168093109413045,
      "video_revenue": "$56.49m"
     },
     {
      "affiliate_revenue": "$25.36m",
      "average_revenue": "$2.63k",
      "cate_id": "Sports & Outdoor",
      "date_interval": "7d",
      "id": "603014",
      "level": "1",
      "live_revenue": "$4.78m",
      "name": "Sports & Outdoor",
      "revenue": "$33.70m",
      "revenue_growth_rate": 0.07696366337923342,
      "revenue_trend": [
       434543240,
       419948924,
       505927939,
       549558359,
       458798725,
       507699659,
       493072624
      ],
      "self_promotion_revenue": "$3.29m",
      "shop_number": 12834,
      "shopping_mall_revenue": "$5.04m",
      "showcase_revenue": "$6.92m",
      "top_10_shop_revenue_ratio": 0.19720842205055977,
      "top_3_shop_revenue_ratio": 0.11148639731946122,
      "video_revenue": "$21.99m"
     },
     {
      "affiliate_revenue": "$16.66m",
      "average_revenue": "$2.18k",
      "cate_id": "Fashion Accessories",
      "date_interval": "7d",
      "id": "605248",
      "level": "1",
      "live_revenue": "$3.55m",
      "name": "Fashion Accessories",
      "revenue": "$28.10m",
      "revenue_growth_rate": -0.08081155307908364,
      "revenue_trend": [
       413617363,
       373901990,
       355694000,
       461158389,
       363382540.9361857,
       396325601,
       446216350
      ],
      "self_promotion_revenue": "$4.85m",
      "shop_number": 12911,
      "shopping_mall_revenue": "$6.60m",
      "showcase_revenue": "$8.96m",
      "top_10_shop_revenue_ratio": 0.13902000945031742,
      "top_3_shop_revenue_ratio": 0.059658979710182074,
      "video_revenue": "$15.59m"
     },
     {
      "affiliate_revenue": "$16.70m",
      "average_revenue": "$2.71k",
      "cate_id": "Phones & Electronics",
      "date_interval": "7d",
      "id": "601739",
      "level": "1",
      "live_revenue": "$4.33m",
      "name": "Phones & Electronics",
      "revenue": "$23.72m",
      "revenue_growth_rate": 0.09754280383742062,
      "revenue_trend": [
       329635053,
       271853563,
       354793903,
       367037827,
       360725240,
       342258909,
       345970653
      ],
      "self_promotion_revenue": "$3.08m",
      "shop_number": 8753,
      "shopping_mall_revenue": "$3.95m",
      "showcase_revenue": "$5.14m",
      "top_10_shop_revenue_ratio": 0.14045334339943943,
      "top_3_shop_revenue_ratio": 0.06770959394630896,
      "video_revenue": "$14.26m"
     },
     {
      "affiliate_revenue": "$16.34m",
      "average_revenue": "$1.26k",
      "cate_id": "Home Supplies",
      "date_interval": "7d",
      "id": "600001",
      "level": "1",
      "live_revenue": "$3.82m",
      "name": "Home Supplies",
      "revenue": "$23.15m",
      "revenue_growth_rate": 0.06376574403593444,
      "revenue_trend": [
       304779416.6,
       295987448,
       357522367,
       359253403,
       313658368,
       342615623,
       341491648
      ],
      "self_promotion_revenue": "$2.64m",
      "shop_number": 18341,
      "shopping_mall_revenue": "$4.17m",
      "showcase_revenue": "$5.58m",
      "top_10_shop_revenue_ratio": 0.09655791824748741,
      "top_3_shop_revenue_ratio": 0.03914039181447514,
      "video_revenue": "$13.75m"
     }
    ],
    "market": "US",
    "notes": [
     "Market US (United States): amounts are in USD.",
     "Category figures always cover the last 7 days of data (window below), whatever window you ask for. For a longer view of one category, rank its products with product_top_selling and a keyword."
    ],
    "see_also": "Pass a row's cate_id as category to category_trends method=products for its top product ids.",
    "source": "TokConnect Shop Analytics (TikTok Shop US). Revenue and units are estimates: units track TikTok's sold counter; revenue is units times listed price.",
    "window": {
     "days": 7,
     "end": "2026-10-26",
     "start": "2026-10-20"
    }
   }
  },
  {
   "tool": "product_top_selling",
   "arguments": {
    "category": [
     "Beauty & Personal Care"
    ],
    "region": "US",
    "window": "30d",
    "sort": "revenue",
    "limit": 10
   },
   "response": {
    "category": [
     {
      "id": "601450",
      "name": "Beauty & Personal Care"
     }
    ],
    "count": 10,
    "coverage": {
     "distinct": 598,
     "keywordSweeps": 14,
     "largestKeywordMatch": 467,
     "rowsFetched": 1400
    },
    "currency": "USD",
    "dataEnd": "2026-10-26",
    "hasMore": true,
    "items": [
     {
      "commission_rate": "13%",
      "creator_conversion_ratio": 0.35267520723436324,
      "creator_num": 5308,
      "delivery_type": "local",
      "id": "1732052189676081387",
      "is_full_service": 0,
      "is_overseas": 0,
      "is_tokopedia": 0,
      "launch_date": "2025-11-18",
      "live_revenue": "$192.08k",
      "max_real_price": "$110.50",
      "min_real_price": "$40.30",
      "pri_cate_id": 601450,
      "product_rating": 4.6,
      "product_title": "[medicube] Smooth & Clear Body Care Set | Hypochlorous Acid Body Peel Shot, Kojic Acid Turmeric Body Wash, Toner Pad, Toner, Mist | Exfoliating for Dead Skin Cells & Excess Sebum & Clearing for After Spots, Texture & Uneven Skin Tone | K-Beauty",
      "revenue": "$6.76m",
      "revenue_grouping_rate": "-13.3%",
      "revenue_trend": [
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       229090,
       171368,
       253549,
       257672,
       246884,
       254603,
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       182032,
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       234391,
       276768,
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       253270,
       292082,
       237522,
       48577,
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       234391,
       235166,
       179614
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      "sale": 217965,
      "sec_cate_id": 849160,
      "shipping_fee": "$0.00",
      "showcase_revenue": "$3.41k",
      "ter_cate_id": 601490,
      "total": 173,
      "unit_price": "$31.00",
      "video_revenue": "$6.56m"
     },
     {
      "commission_rate": "12%",
      "creator_conversion_ratio": 0.39286974938228025,
      "creator_num": 2833,
      "delivery_type": "local",
      "id": "1732685687477735659",
      "is_full_service": 0,
      "is_overseas": 0,
      "is_tokopedia": 0,
      "launch_date": "2026-09-22",
      "live_revenue": "$461.30k",
      "max_real_price": "$18.90",
      "min_real_price": "$18.90",
      "pri_cate_id": 601450,
      "priceSuspect": true,
      "product_rating": 4.7,
      "product_title": "[NEW] [medicube] PDRN Silky Sunscreen Stick\t| SPF 50 Airy & Pore-Blurring Finish | 0.81 oz.",
      "revenue": "$3.68m",
      "revenue_grouping_rate": "-98.2%",
      "revenue_trend": [
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       0,
       0,
       0,
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       0,
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      "shipping_fee": "$0.00",
      "showcase_revenue": "$3.13m",
      "ter_cate_id": 601602,
      "total": 173,
      "unit_price": "$698.65",
      "video_revenue": "$95.10k"
     },
     {
      "commission_rate": "-",
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      "creator_num": 2607,
      "delivery_type": "local",
      "id": "1732675476143248315",
      "is_full_service": -1,
      "is_overseas": 0,
      "is_tokopedia": 0,
      "launch_date": "2026-09-18",
      "live_revenue": "$454.22k",
      "max_real_price": "$78.00",
      "min_real_price": "$78.00",
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      "product_rating": 4.6,
      "product_title": "SEPHORA COLLECTION Advent Calendar",
      "revenue": "$2.54m",
      "revenue_grouping_rate": "-78.8%",
      "revenue_trend": [
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       131760,
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       157140,
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      ],
      "sale": 41044,
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      "shipping_fee": "$0.00",
      "showcase_revenue": "$48.47k",
      "ter_cate_id": 601529,
      "total": 173,
      "unit_price": "$61.83",
      "video_revenue": "$2.03m"
     },
     {
      "commission_rate": "12%",
      "creator_conversion_ratio": 0.47987486965589154,
      "creator_num": 4795,
      "delivery_type": "local",
      "id": "1732263142232921043",
      "is_full_service": 0,
      "is_overseas": 0,
      "is_tokopedia": 0,
      "launch_date": "2026-02-28",
      "live_revenue": "$318.12k",
      "max_real_price": "$30.99",
      "min_real_price": "$30.99",
      "pri_cate_id": 601450,
      "product_rating": 4.3,
      "product_title": "Voyage Nova | Rosey Fruity Floral | Extrait De Parfum 50ml/100ml | Long Lasting Luxury Fragrance | Daily women's perfume Alluring Summervibes",
      "revenue": "$2.08m",
      "revenue_grouping_rate": "-2.6%",
      "revenue_trend": [
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      "sale": 83093,
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      "shipping_fee": "$0.00",
      "showcase_revenue": "$2.65k",
      "ter_cate_id": 855952,
      "total": 173,
      "unit_price": "$25.00",
      "video_revenue": "$1.76m"
     },
     {
      "commission_rate": "5%",
      "creator_conversion_ratio": 0.4043956043956044,
      "creator_num": 455,
      "delivery_type": "local",
      "id": "1732479644677477280",
      "is_full_service": -1,
      "is_overseas": 0,
      "is_tokopedia": 0,
      "launch_date": "2026-07-12",
      "live_revenue": "$37.41k",
      "max_real_price": "$233.99",
      "min_real_price": "$233.99",
      "pri_cate_id": 601450,
      "product_rating": 4.5,
      "product_title": "Shark Glossi Blow Dryer Brush - HT302",
      "revenue": "$1.86m",
      "revenue_grouping_rate": "-13.6%",
      "revenue_trend": [
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      "sale": 13585,
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      "shipping_fee": "$0.00",
      "showcase_revenue": "$3.46k",
      "ter_cate_id": 874504,
      "total": 173,
      "unit_price": "$137.01",
      "video_revenue": "$1.82m"
     },
     {
      "commission_rate": "13%",
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      "creator_num": 3424,
      "delivery_type": "local",
      "id": "1732293553906094315",
      "is_full_service": 0,
      "is_overseas": 0,
      "is_tokopedia": 0,
      "launch_date": "2026-04-06",
      "live_revenue": "$168.06k",
      "max_real_price": "$23.00",
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      "product_rating": 4.5,
      "product_title": "[medicube] NAD+ EGF Firming Serum | NAD+, EGF, Collagen Extract, Anti-aging, Plumping, Radiance Boosting Serum | Cares for Look of Fine Lines, Skin Elasticity & Firmness For Youthful-looking Skin (30ml / 1.01 fl. oz.) | Korean Skincare, K-Beauty",
      "revenue": "$1.84m",
      "revenue_grouping_rate": "-7.2%",
      "revenue_trend": [
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      "showcase_revenue": "$4.81k",
      "ter_cate_id": 601619,
      "total": 173,
      "unit_price": "$23.00",
      "video_revenue": "$1.66m"
     },
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      "commission_rate": "14%",
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      "launch_date": "2026-01-22",
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      "product_title": "Rosemary & Rice Water Hair Spray- 200ml pack of 3 Natural Soft Hair Nourishing Hair",
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      "total": 173,
      "unit_price": "$25.00",
      "video_revenue": "$1.39m"
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      "commission_rate": "12%",
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      "id": "1729583305380172048",
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      "launch_date": "2024-09-20",
      "live_revenue": "$55.06k",
      "max_real_price": "$60.00",
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      "pri_cate_id": 601450,
      "product_rating": 4.4,
      "product_title": "[EPAIS Official Shop] Essential Eyelash Growth Serum, Jumbo Size 0.5fl.oz - Safe & Gentle Lashes Care, Fuller, Thicker in 2 Weeks, Non-Prostaglandin, Hormone-free",
      "revenue": "$1.57m",
      "revenue_grouping_rate": "6.5%",
      "revenue_trend": [
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      "showcase_revenue": "$559.00",
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      "total": 173,
      "unit_price": "$17.28",
      "video_revenue": "$1.51m"
     },
     {
      "commission_rate": "13%",
      "creator_conversion_ratio": 0.37467700258397935,
      "creator_num": 2322,
      "delivery_type": "local",
      "id": "1731572915654201371",
      "is_full_service": 0,
      "is_overseas": 0,
      "is_tokopedia": 0,
      "launch_date": "2025-08-14",
      "live_revenue": "$83.63k",
      "max_real_price": "$36.27",
      "min_real_price": "$36.27",
      "pri_cate_id": 601450,
      "product_rating": 4.2,
      "product_title": "[Dr.Melaxin Official] Peel Shot Keratin Care Kojic Acid Turmeric Spray 200ml Pore Clearing Exfoliating Formula Skin Repair Scrub",
      "revenue": "$1.53m",
      "revenue_grouping_rate": "8.1%",
      "revenue_trend": [
       37904,
       33902,
       34132,
       0,
       0,
       44827,
       39721,
       45931,
       51704,
       52187,
       76866,
       88021,
       76889,
       70587,
       81604,
       94323,
       69046,
       73807,
       81466,
       68885,
       55246,
       47886,
       42619,
       36179,
       39928,
       33649,
       32430,
       42320,
       38502,
       37283
      ],
      "sale": 66428,
      "sec_cate_id": 849160,
      "shipping_fee": "$0.00",
      "showcase_revenue": "$713.00",
      "ter_cate_id": 601506,
      "total": 173,
      "unit_price": "$23.00",
      "video_revenue": "$1.44m"
     }
    ],
    "market": "US",
    "next": "eyJwYWdlIjoyLCJzaXplIjoxMH0",
    "notes": [
     "Market US (United States): amounts are in USD.",
     "598 products from 14 keyword sweeps; the source requires a keyword, so very small items can be missed.",
     "1 row(s) have priceSuspect=true: revenue per unit falls outside the product's listed price range, usually a placeholder price on TikTok. Treat their revenue as unreliable; units are still usable."
    ],
    "see_also": "Pass a row's id to product: method=trend (daily), creators (who sells it), video_sales, page (live price and stock).",
    "sortedBy": "revenue",
    "source": "TokConnect Shop Analytics (TikTok Shop US). Revenue and units are estimates: units track TikTok's sold counter; revenue is units times listed price.",
    "window": {
     "days": 30,
     "end": "2026-10-26",
     "start": "2026-09-27"
    }
   }
  },
  {
   "tool": "product",
   "arguments": {
    "id": "1732263142232921043",
    "method": "page"
   },
   "response": {
    "categories": [
     "Beauty & Personal Care",
     "Fragrance",
     "Women's Fragrance"
    ],
    "currency": "USD",
    "delivery": "Fulfilled by TikTok - Standard Shipping",
    "id": "1732263142232921043",
    "price": 30.99,
    "rating": 4.3,
    "reviews": 54298,
    "sellerId": "7494200772899145683",
    "shop": "QAWAFI",
    "shopInfo": {
     "followers": 50248,
     "name": "QAWAFI",
     "products": 25,
     "rating": 4.3,
     "sellerId": "7494200772899145683",
     "sold": 529533
    },
    "skus": [
     {
      "id": "1732263197759738835",
      "inStock": true,
      "price": 30.99,
      "variant": "EDP-50ml"
     },
     {
      "id": "1732314414241846227",
      "inStock": true,
      "price": 46.79,
      "variant": "EDP-100ml"
     }
    ],
    "sold": 360512,
    "title": "Voyage Nova | Rosey Fruity Floral | Extrait De Parfum 50ml/100ml | Long Lasting Luxury Fragrance | Daily women's perfume Alluring Summervibes",
    "url": "https://www.tiktok.com/view/product/1732263142232921043"
   }
  },
  {
   "tool": "shop",
   "arguments": {
    "id": "7494200772899145683",
    "method": "sales",
    "region": "US",
    "window": "30d"
   },
   "response": {
    "currency": "USD",
    "dataEnd": "2026-10-26",
    "id": "7494200772899145683",
    "market": "US",
    "notes": [
     "Market US (United States): amounts are in USD."
    ],
    "source": "TokConnect Shop Analytics (TikTok Shop US). Revenue and units are estimates: units track TikTok's sold counter; revenue is units times listed price.",
    "totals": {
     "affiliate_percentage": 99.14,
     "affiliate_revenue": "$3.11m",
     "day_affiliate_revenue": "$103.64k",
     "day_other_revenue": "$345.46",
     "day_revenue": "$104.54k",
     "day_sale": "4.04k",
     "day_self_promotion_revenue": "$552.48",
     "day_shopping_mall_revenue": "$345.46",
     "live_revenue": "$1.05m",
     "original_affiliate_revenue": 3109312.62,
     "original_live_revenue": 1052514.32,
     "original_revenue": 3136250.95,
     "original_self_promotion_revenue": 16574.53,
     "original_shopping_mall_revenue": 10363.8,
     "original_showcase_revenue": 14413.56,
     "original_video_revenue": 2069323.07,
     "other_percentage": 0.33,
     "other_revenue": "$10.36k",
     "revenue": "$3.14m",
     "sale": "121.25k",
     "self_promotion_percentage": 0.53,
     "self_promotion_revenue": "$16.57k",
     "shopping_mall_percentage": 0.33,
     "shopping_mall_revenue": "$10.36k",
     "showcase_revenue": "$14.41k",
     "unit_price": "$25.87",
     "video_revenue": "$2.07m"
    },
    "window": {
     "days": 30,
     "end": "2026-10-26",
     "start": "2026-09-27"
    }
   }
  },
  {
   "tool": "shop",
   "arguments": {
    "id": "7494200772899145683",
    "method": "creators",
    "region": "US",
    "window": "30d",
    "limit": 6
   },
   "response": {
    "count": 6,
    "currency": "USD",
    "dataEnd": "2026-10-26",
    "hasMore": true,
    "id": "7494200772899145683",
    "items": [
     {
      "belonged_seller_id": "",
      "creatorDebut": "2025-09-24",
      "creator_type": "INDEPENDENT",
      "followers": 16500,
      "live_count": 0,
      "live_revenue": "$0.00",
      "product_count": 2,
      "revenue": "$206.25k",
      "sale": 8250,
      "sales_volumn": 8250,
      "unit_price": 25,
      "video_count": 28,
      "video_revenue": "$206.25k"
     },
     {
      "belonged_seller_id": "",
      "creatorDebut": "2025-02-24",
      "creator_type": "INDEPENDENT",
      "followers": 40300,
      "live_count": 0,
      "live_revenue": "$0.00",
      "product_count": 2,
      "revenue": "$140.90k",
      "sale": 5636,
      "sales_volumn": 5636,
      "unit_price": 25,
      "video_count": 41,
      "video_revenue": "$140.90k"
     },
     {
      "belonged_seller_id": "",
      "creatorDebut": "2026-03-09",
      "creator_type": "INDEPENDENT",
      "followers": 117400,
      "live_count": 0,
      "live_revenue": "$0.00",
      "product_count": 3,
      "revenue": "$127.02k",
      "sale": 5042,
      "sales_volumn": 5042,
      "unit_price": 25.19,
      "video_count": 44,
      "video_revenue": "$127.02k"
     },
     {
      "belonged_seller_id": "",
      "creatorDebut": "2024-10-15",
      "creator_type": "INDEPENDENT",
      "followers": 45600,
      "live_count": 0,
      "live_revenue": "$0.00",
      "product_count": 1,
      "revenue": "$112.02k",
      "sale": 4481,
      "sales_volumn": 4481,
      "unit_price": 25,
      "video_count": 27,
      "video_revenue": "$112.02k"
     },
     {
      "belonged_seller_id": "",
      "creatorDebut": "2023-07-18",
      "creator_type": "INDEPENDENT",
      "followers": 2600000,
      "live_count": 6,
      "live_revenue": "$19.38k",
      "product_count": 7,
      "revenue": "$58.76k",
      "sale": 2280,
      "sales_volumn": 2280,
      "unit_price": 25.77,
      "video_count": 7,
      "video_revenue": "$39.38k"
     },
     {
      "belonged_seller_id": "",
      "creatorDebut": "2025-09-09",
      "creator_type": "INDEPENDENT",
      "followers": 13800,
      "live_count": 16,
      "live_revenue": "$8.60k",
      "product_count": 9,
      "revenue": "$57.46k",
      "sale": 2079,
      "sales_volumn": 2079,
      "unit_price": 27.64,
      "video_count": 38,
      "video_revenue": "$48.86k"
     }
    ],
    "market": "US",
    "next": "eyJwYWdlIjoyLCJzaXplIjo2fQ",
    "notes": [
     "Market US (United States): amounts are in USD."
    ],
    "source": "TokConnect Shop Analytics (TikTok Shop US). Revenue and units are estimates: units track TikTok's sold counter; revenue is units times listed price.",
    "window": {
     "days": 30,
     "end": "2026-10-26",
     "start": "2026-09-27"
    }
   }
  },
  {
   "tool": "product",
   "arguments": {
    "id": "1729583305380172048",
    "method": "sales",
    "region": "US",
    "window": "30d"
   },
   "response": {
    "creatorConversion": {
     "creatorConversionRatio": 0.408955223880597,
     "creatorNum": 2010
    },
    "currency": "USD",
    "dataEnd": "2026-10-26",
    "id": "1729583305380172048",
    "market": "US",
    "notes": [
     "Market US (United States): amounts are in USD.",
     "Part of this answer is missing because the data source did not answer: the Shop Analytics data source could not answer this request"
    ],
    "source": "TokConnect Shop Analytics (TikTok Shop US). Revenue and units are estimates: units track TikTok's sold counter; revenue is units times listed price.",
    "totals": {
     "creatorConversionRatio": 0.408955223880597,
     "day_live_revenue": "$1.84k",
     "day_revenue": "$52.26k",
     "day_sale": "3.02k",
     "day_shopping_mall_revenue": "$18.63",
     "day_video_revenue": "$50.41k",
     "live_revenue": "$55.06k",
     "original_live_revenue": 55064,
     "original_revenue": 1567916,
     "original_shopping_mall_revenue": 559,
     "original_video_revenue": 1512293,
     "related_creator_count": 823,
     "revenue": "$1.57m",
     "sale": "90.72k",
     "shopping_mall_revenue": "$559.00",
     "unit_price": "$17.28",
     "video_revenue": "$1.51m"
    },
    "window": {
     "days": 30,
     "end": "2026-10-26",
     "start": "2026-09-27"
    }
   }
  },
  {
   "tool": "product",
   "arguments": {
    "id": "1729583305380172048",
    "method": "creators",
    "region": "US",
    "window": "30d",
    "limit": 6
   },
   "response": {
    "count": 6,
    "currency": "USD",
    "dataEnd": "2026-10-26",
    "hasMore": true,
    "id": "1729583305380172048",
    "items": [
     {
      "followers": 127000,
      "live_revenue": "$0.00",
      "revenue": "$159.92k",
      "sale": "9.29k",
      "video_revenue": "$159.92k"
     },
     {
      "followers": 5945,
      "live_revenue": "$0.00",
      "revenue": "$151.59k",
      "sale": "8.79k",
      "video_revenue": "$151.59k"
     },
     {
      "followers": 16200,
      "live_revenue": "$0.00",
      "revenue": "$130.37k",
      "sale": "7.48k",
      "video_revenue": "$130.37k"
     },
     {
      "followers": 5917,
      "live_revenue": "$0.00",
      "revenue": "$88.04k",
      "sale": "4.97k",
      "video_revenue": "$88.04k"
     },
     {
      "followers": 18900,
      "live_revenue": "$0.00",
      "revenue": "$87.63k",
      "sale": "5.1k",
      "video_revenue": "$87.63k"
     },
     {
      "followers": 44000,
      "live_revenue": "$0.00",
      "revenue": "$86.76k",
      "sale": "5.03k",
      "video_revenue": "$86.76k"
     }
    ],
    "market": "US",
    "next": "eyJwYWdlIjoyLCJzaXplIjo2fQ",
    "notes": [
     "Market US (United States): amounts are in USD."
    ],
    "source": "TokConnect Shop Analytics (TikTok Shop US). Revenue and units are estimates: units track TikTok's sold counter; revenue is units times listed price.",
    "window": {
     "days": 30,
     "end": "2026-10-26",
     "start": "2026-09-27"
    }
   }
  }
 ],
 "officialFactChecks": [
  {
   "claim": "TikTok Shop's Partner Center documents the TTS API as access to authorized shop data",
   "url": "https://partner.tiktokshop.com/docv2/page/tts-api-concepts-overview",
   "quote": "These APIs allow developers to access authorized TikTok Shop data, including catalogs, orders, shipments, payments, and more.",
   "checked": "2026-10-29",
   "via": "treg.web.extract (browser-rendered page text)"
  },
  {
   "claim": "A TikTok Shop seller developer's custom app reads only the seller's own shop",
   "url": "https://partner.tiktokshop.com/docv2/page/tts-developer-types",
   "quote": "TikTok Shop seller developer | Custom app | Own credentials only | Your own shop's data only | A seller building an integration for their own shop",
   "checked": "2026-10-29",
   "via": "treg.web.extract (browser-rendered page text)"
  },
  {
   "claim": "Seller developers need an activated shop; ISV apps can request other sellers' data",
   "url": "https://partner.tiktokshop.com/docv2/page/developer-onboarding",
   "quote": "You must have an activated TikTok Shop account and bound an Account Manager before registering as a developer.",
   "checked": "2026-10-29",
   "via": "treg.web.extract (browser-rendered page text)"
  },
  {
   "claim": "App developers and system integrators build public apps and request authorization to access other sellers' data",
   "url": "https://partner.tiktokshop.com/docv2/page/developer-onboarding",
   "quote": "App developer or system integrator (ISV) — builds public apps and can request authorization to access other sellers' data on TikTok Shop.",
   "checked": "2026-10-29",
   "via": "treg.web.extract (browser-rendered page text)"
  },
  {
   "claim": "The compliance and legal review for partners can take three or more weeks",
   "url": "https://partner.tiktokshop.com/docv2/page/developer-onboarding",
   "quote": "Initiate the compliance and legal review — required for US and UK partners (and case-by-case for others). This step can take three or more weeks, so start planning for it early.",
   "checked": "2026-10-29",
   "via": "treg.web.extract (browser-rendered page text)"
  },
  {
   "claim": "Get Bestselling Products returns up to 100 products ranked by GMV",
   "url": "https://partner.tiktokshop.com/docv2/page/get-bestselling-products-202511",
   "quote": "Returns up to 100 products ranked by GMV for the target date range.",
   "checked": "2026-10-29",
   "via": "treg.web.extract (browser-rendered page text)"
  },
  {
   "claim": "Get Bestselling Products needs the Bestsellers scope and filters by Level 1 category, for 1, 7 or 30 days",
   "url": "https://partner.tiktokshop.com/docv2/page/get-bestselling-products-202511",
   "quote": "Bestsellers (data.bestselling.public.read) | Filter products by a Level 1 category ID. | 1D — 1 day | 7D — 7 days | 30D — 30 days",
   "checked": "2026-10-29",
   "via": "treg.web.extract (browser-rendered page text)"
  }
 ]
}