{
 "page": "/compare/fastmoss-api/",
 "retrieved": "2026-10-29",
 "source": "TokConnect MCP",
 "note": "Production TokConnect MCP, 29 October 2026. Shop Analytics data ends 26 October 2026. Revenue and units are estimates: units track TikTok's sold counter, revenue is units times the listed price. The top-products pulls take no keyword, so TokConnect returns its fixed overall top 10 for the most recent 6 days. Creators are individuals: handles, names, bios and ids are removed and only the numbers kept. The market list is a saved 28 October pull, reused unchanged. FastMoss facts were fetched from its Developer Center pages through treg on 29 October 2026.",
 "calls": [
  {
   "tool": "product_top_selling",
   "arguments": {
    "region": "US",
    "limit": 10
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    "dataEnd": "2026-10-26",
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    "market": "US",
    "notes": [
     "Market US (United States): amounts are in USD.",
     "Without a keyword the data source returns its fixed overall top 10 for the most recent days (window below), whatever window you ask for. Add a keyword to rank more rows over your own window."
    ],
    "see_also": "Pass a row's id to product: method=trend (daily), creators (who sells it), video_sales, page (live price and stock).",
    "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": 6,
     "end": "2026-10-26",
     "start": "2026-10-21"
    }
   }
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    "dataEnd": "2026-10-26",
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      "pri_cate_id": 601450,
      "product_rating": 4.5,
      "product_title": "[NEW] [medicube Official] Rosemary PDRN Scalp-to-Hair Strengthening Set | Includes Shampoo, Conditioner, Scalp Serum | Hair Thinning Care Set for Dry & Oily, Damaged, Frizzy Hair, Oily Flaky-looking Scalp | Korea Hair Care",
      "revenue": "£112.78k",
      "revenue_grouping_rate": "-0.5%",
      "revenue_trend": [
       15781,
       20951,
       19807,
       21494,
       20251,
       14491
      ],
      "sale": 3100,
      "sec_cate_id": 848904,
      "shipping_fee": "£0.00",
      "showcase_revenue": "£0.00",
      "ter_cate_id": 601469,
      "unit_price": "£36.38",
      "video_revenue": "£108.13k"
     },
     {
      "commission_rate": "7%",
      "creator_conversion_ratio": 0.5569620253164557,
      "creator_num": 158,
      "delivery_type": "global",
      "gmv_A": 9310193.002313172,
      "gmv_B": 5302328.826357271,
      "id": "1729401964056448366",
      "is_full_service": 1,
      "is_overseas": 1,
      "is_tokopedia": 0,
      "launch_date": "2024-07-04",
      "live_revenue": "£21.98k",
      "max_real_price": "£12.76",
      "min_real_price": "£12.76",
      "pri_cate_id": 601739,
      "product_rating": 4.7,
      "product_title": "Hand-Crank and Solar-Powered Emergency Weather Radio, Portable Rechargeable Radio, Portable Survival Radio with 2000mAh Power Bank, LED Light, and SOS Alarm for Outdoor Use #TOP PICKS",
      "revenue": "£109.42k",
      "revenue_grouping_rate": "75.6%",
      "revenue_trend": [
       2650,
       7821,
       29233,
       35446,
       16979,
       17291
      ],
      "sale": 9879,
      "sec_cate_id": 909320,
      "shipping_fee": "£3.98",
      "showcase_revenue": "£32.28",
      "ter_cate_id": 913032,
      "unit_price": "£11.08",
      "video_revenue": "£87.41k"
     },
     {
      "commission_rate": "8%",
      "creator_conversion_ratio": 0.290625,
      "creator_num": 960,
      "delivery_type": "local",
      "gmv_A": 6718822.359556746,
      "gmv_B": 7282106.650822341,
      "id": "1729595654698539869",
      "is_full_service": 0,
      "is_overseas": 0,
      "is_tokopedia": 0,
      "launch_date": "2025-08-09",
      "live_revenue": "£13.00k",
      "max_real_price": "£48.67",
      "min_real_price": "£48.67",
      "pri_cate_id": 601450,
      "product_rating": 4.7,
      "product_title": "TYMO CURLPRO or CURLPRO PLUS - Automatic Rotating Curling Iron, 1-Inch Ceramic Curler for Long Hair, Beginner-Friendly, Easy-to-Use Hair Curler, Gift Ready",
      "revenue": "£104.84k",
      "revenue_grouping_rate": "-7.7%",
      "revenue_trend": [
       14016,
       22479,
       18035,
       18513,
       18987,
       12811
      ],
      "sale": 2416,
      "sec_cate_id": 849416,
      "shipping_fee": "£0.00",
      "showcase_revenue": "£131.13",
      "ter_cate_id": 874504,
      "unit_price": "£43.39",
      "video_revenue": "£91.71k"
     },
     {
      "commission_rate": "8%",
      "creator_conversion_ratio": 0.5405405405405406,
      "creator_num": 222,
      "delivery_type": "local",
      "gmv_A": 5180633.973110676,
      "gmv_B": 8185565.735975491,
      "id": "1729926709466930072",
      "is_full_service": 0,
      "is_overseas": 0,
      "is_tokopedia": 0,
      "launch_date": "2026-09-20",
      "live_revenue": "£12.11k",
      "max_real_price": "£31.12",
      "min_real_price": "£31.12",
      "pri_cate_id": 601450,
      "product_rating": 5,
      "product_title": "Sol de Janeiro Livin'A Vida Cheirosa Set (Worth £55)",
      "revenue": "£100.09k",
      "revenue_grouping_rate": "-36.7%",
      "revenue_trend": [
       12822,
       25549,
       22923,
       16834,
       13895,
       8064
      ],
      "sale": 3096,
      "sec_cate_id": 848648,
      "shipping_fee": "£0.00",
      "showcase_revenue": "£526.91",
      "ter_cate_id": 601558,
      "unit_price": "£32.33",
      "video_revenue": "£87.45k"
     }
    ],
    "market": "GB",
    "notes": [
     "Market GB (United Kingdom): amounts are in GBP.",
     "Without a keyword the data source returns its fixed overall top 10 for the most recent days (window below), whatever window you ask for. Add a keyword to rank more rows over your own window.",
     "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).",
    "source": "TokConnect Shop Analytics (TikTok Shop GB). Revenue and units are estimates: units track TikTok's sold counter; revenue is units times listed price.",
    "window": {
     "days": 6,
     "end": "2026-10-26",
     "start": "2026-10-21"
    }
   }
  },
  {
   "tool": "shop_top_selling",
   "arguments": {
    "region": "US",
    "window": "30d",
    "keyword": "medicube",
    "limit": 3
   },
   "response": {
    "count": 3,
    "currency": "USD",
    "dataEnd": "2026-10-26",
    "hasMore": true,
    "items": [
     {
      "affiliate_revenue": "$25.70m",
      "id": "7495514739648989419",
      "is_full_service": 0,
      "live_revenue": "$3.96m",
      "main_category": "{\"pri_main_category\":[\"601450\"],\"sec_main_category\":[\"601450-848776\"],\"ter_main_category\":[\"601450-848776-601611\"]}",
      "name": "medicube US Store",
      "region": "US",
      "revenue": "$30.10m",
      "revenue_grouping_rate": "-16.1%",
      "revenue_trend": [
       658590,
       611781,
       660748,
       579012,
       756740,
       851315,
       829967.83,
       789622.92,
       882950.5,
       732995.65,
       1575313.72,
       1746047.4240000015,
       1769046.129999998,
       1964080.97,
       1959444.57,
       979888.27,
       977714.05,
       1119911.53,
       1094917.97,
       1096770.71,
       1068870.5,
       1012112.41,
       617864,
       705976.18,
       757226.87,
       827732.94,
       967525.25,
       909293.17,
       937996.71,
       660123.79
      ],
      "sale": 913546,
      "self_promotion_revenue": "$880.81k",
      "seller_type": "BRAND",
      "shopping_mall_revenue": "$3.52m",
      "showcase_revenue": "$3.54m",
      "total": 14,
      "unit_price": "$32.95",
      "video_revenue": "$22.61m"
     },
     {
      "affiliate_revenue": "$626.00",
      "id": "7495715285225802093",
      "is_full_service": 0,
      "live_revenue": "$0.00",
      "main_category": "{\"pri_main_category\":[\"601152\"],\"sec_main_category\":[\"601152-842888\"],\"ter_main_category\":[\"601152-842888-601262\"]}",
      "name": "Medicurv",
      "region": "US",
      "revenue": "$4.84k",
      "revenue_grouping_rate": "-35%",
      "revenue_trend": [
       558,
       430,
       206,
       158,
       429,
       142,
       205,
       112,
       333,
       0,
       32,
       62,
       111,
       95,
       61,
       130,
       46,
       140,
       50,
       46,
       15,
       60,
       48,
       49,
       61,
       96,
       31,
       256,
       320,
       559
      ],
      "sale": 305,
      "self_promotion_revenue": "$3.60k",
      "seller_type": "BRAND",
      "shopping_mall_revenue": "$615.00",
      "showcase_revenue": "$737.00",
      "total": 14,
      "unit_price": "$15.87",
      "video_revenue": "$4.10k"
     },
     {
      "affiliate_revenue": "$0.00",
      "id": "7495918053015390709",
      "is_full_service": -1,
      "live_revenue": "$195.00",
      "main_category": "{\"pri_main_category\":[\"other\"],\"sec_main_category\":[\"other-other\"],\"ter_main_category\":[\"other-other-other\"]}",
      "name": "Mediduce Weightloss & Wellness",
      "region": "US",
      "revenue": "$256.98",
      "revenue_grouping_rate": ">999.9%",
      "revenue_trend": [
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       0,
       195,
       61.98
      ],
      "sale": 8,
      "self_promotion_revenue": "$195.00",
      "seller_type": "RETAILER",
      "shopping_mall_revenue": "$61.98",
      "showcase_revenue": "$61.98",
      "total": 14,
      "unit_price": "$32.12",
      "video_revenue": "$0.00"
     }
    ],
    "keyword": "medicube",
    "market": "US",
    "next": "eyJwYWdlIjoyLCJzaXplIjozfQ",
    "notes": [
     "Market US (United States): amounts are in USD."
    ],
    "see_also": "Pass a row's id (sellerId) to shop: method=sales, trend, products, creators, or store for the live storefront.",
    "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.",
    "totalMatched": 14,
    "window": {
     "days": 30,
     "end": "2026-10-26",
     "start": "2026-09-27"
    }
   }
  },
  {
   "tool": "shop",
   "arguments": {
    "id": "7495514739648989419",
    "method": "sales",
    "region": "US",
    "window": "30d"
   },
   "response": {
    "currency": "USD",
    "dataEnd": "2026-10-26",
    "id": "7495514739648989419",
    "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": 85.38,
     "affiliate_revenue": "$25.70m",
     "day_affiliate_revenue": "$856.74k",
     "day_other_revenue": "$117.29k",
     "day_revenue": "$1.00m",
     "day_sale": "30.33k",
     "day_self_promotion_revenue": "$29.36k",
     "day_shopping_mall_revenue": "$117.29k",
     "live_revenue": "$3.96m",
     "original_affiliate_revenue": 25702177.87,
     "original_live_revenue": 3960784.34,
     "original_revenue": 30101580.06,
     "original_self_promotion_revenue": 880809.21,
     "original_shopping_mall_revenue": 3518592.98,
     "original_showcase_revenue": 3535018.15,
     "original_video_revenue": 22605777.58,
     "other_percentage": 11.69,
     "other_revenue": "$3.52m",
     "revenue": "$30.10m",
     "sale": "909.95k",
     "self_promotion_percentage": 2.93,
     "self_promotion_revenue": "$880.81k",
     "shopping_mall_percentage": 11.69,
     "shopping_mall_revenue": "$3.52m",
     "showcase_revenue": "$3.54m",
     "unit_price": "$33.08",
     "video_revenue": "$22.61m"
    },
    "window": {
     "days": 30,
     "end": "2026-10-26",
     "start": "2026-09-27"
    }
   }
  },
  {
   "tool": "creator_top_selling",
   "arguments": {
    "region": "US",
    "window": "7d",
    "category": [
     "Beauty & Personal Care"
    ],
    "account_type": "INDEPENDENT",
    "limit": 5
   },
   "response": {
    "category": [
     {
      "id": "601450",
      "name": "Beauty & Personal Care"
     }
    ],
    "count": 5,
    "coverage": {
     "distinct": 876,
     "keywordSweeps": 14,
     "largestKeywordMatch": 500,
     "rowsFetched": 894
    },
    "currency": "USD",
    "dataEnd": "2026-10-26",
    "filters": [
     "account_type=INDEPENDENT"
    ],
    "hasMore": true,
    "items": [
     {
      "rank": 1,
      "followers": "55.7k",
      "revenue": "$213.15k",
      "sale": "9.58k",
      "unit_price": "$22.25",
      "views": "12.28m",
      "creatorDebut": "2025-07-24",
      "video_engagement_rate": "-",
      "new_followers": "1.6k",
      "revenue_grouping_rate": 0.1399197628273386
     },
     {
      "rank": 2,
      "followers": "15.2k",
      "revenue": "$144.88k",
      "sale": "4.75k",
      "unit_price": "$30.51",
      "views": "6.75m",
      "creatorDebut": "2025-08-30",
      "video_engagement_rate": "0.85%",
      "new_followers": "200",
      "revenue_grouping_rate": 0.5706858770194381
     },
     {
      "rank": 3,
      "followers": "71.1k",
      "revenue": "$120.57k",
      "sale": "3.36k",
      "unit_price": "$35.88",
      "views": "5.11m",
      "creatorDebut": "2021-02-07",
      "video_engagement_rate": "-",
      "new_followers": "700",
      "revenue_grouping_rate": 0.07466359224971608
     },
     {
      "rank": 4,
      "followers": "1.5m",
      "revenue": "$107.26k",
      "sale": "6.93k",
      "unit_price": "$15.48",
      "views": "16.58m",
      "creatorDebut": "2024-01-09",
      "video_engagement_rate": "4.52%",
      "new_followers": "0",
      "revenue_grouping_rate": -0.588479100544401
     },
     {
      "rank": 5,
      "followers": "76.9k",
      "revenue": "$103.56k",
      "sale": "5.09k",
      "unit_price": "$20.35",
      "views": "13.07m",
      "creatorDebut": "2025-08-21",
      "video_engagement_rate": "1.79%",
      "new_followers": "1.2k",
      "revenue_grouping_rate": 0.469740874563255
     }
    ],
    "market": "US",
    "next": "eyJwYWdlIjoyLCJzaXplIjo1fQ",
    "notes": [
     "Market US (United States): amounts are in USD.",
     "876 creators from 14 keyword sweeps; the source requires a keyword, so very small items can be missed."
    ],
    "see_also": "Pass a row's id or handle to creator_commerce (sales, products, shops, audience) or creator (profile, posts).",
    "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": 7,
     "end": "2026-10-26",
     "start": "2026-10-20"
    }
   }
  },
  {
   "tool": "shop_regions",
   "arguments": {},
   "response": {
    "count": 17,
    "default": "US",
    "markets": [
     {
      "code": "US",
      "currency": "USD",
      "language": "en",
      "name": "United States",
      "tier": "core"
     },
     {
      "code": "GB",
      "currency": "GBP",
      "language": "en",
      "name": "United Kingdom",
      "tier": "core"
     },
     {
      "code": "DE",
      "currency": "EUR",
      "language": "de",
      "name": "Germany",
      "tier": "core"
     },
     {
      "code": "FR",
      "currency": "EUR",
      "language": "fr",
      "name": "France",
      "tier": "core"
     },
     {
      "code": "ES",
      "currency": "EUR",
      "language": "es",
      "name": "Spain",
      "tier": "core"
     },
     {
      "code": "JP",
      "currency": "JPY",
      "language": "ja",
      "name": "Japan",
      "tier": "core"
     },
     {
      "code": "TH",
      "currency": "THB",
      "language": "th",
      "name": "Thailand",
      "tier": "core"
     },
     {
      "code": "VN",
      "currency": "VND",
      "language": "vi",
      "name": "Vietnam",
      "tier": "core"
     },
     {
      "code": "ID",
      "currency": "IDR",
      "language": "id",
      "name": "Indonesia",
      "tier": "core"
     },
     {
      "code": "MY",
      "currency": "MYR",
      "language": "en",
      "name": "Malaysia",
      "tier": "core"
     },
     {
      "code": "PH",
      "currency": "PHP",
      "language": "en",
      "name": "Philippines",
      "tier": "core"
     },
     {
      "code": "BR",
      "currency": "BRL",
      "language": "pt",
      "name": "Brazil",
      "tier": "core"
     },
     {
      "code": "MX",
      "currency": "MXN",
      "language": "es",
      "name": "Mexico",
      "tier": "core"
     },
     {
      "code": "PL",
      "currency": "PLN",
      "language": "pl",
      "name": "Poland",
      "tier": "extended"
     },
     {
      "code": "IT",
      "currency": "EUR",
      "language": "it",
      "name": "Italy",
      "tier": "extended"
     },
     {
      "code": "NL",
      "currency": "EUR",
      "language": "nl",
      "name": "Netherlands",
      "tier": "extended"
     },
     {
      "code": "IE",
      "currency": "EUR",
      "language": "en",
      "name": "Ireland",
      "tier": "extended"
     }
    ],
    "notes": [
     "Pass a market's code as region to product_top_selling, shop_top_selling, creator_top_selling, video_top_selling, live_top_selling, category_trends, product, shop, creator_commerce, video or live (their Shop Analytics methods).",
     "Amounts are in the market's currency; product, shop and creator names are in the market's language. Product and shop ids belong to one market: use them with the same region.",
     "Only these markets are accepted. The data source answers any other country code with one default dataset instead of local data, so TokConnect refuses them."
    ]
   },
   "retrieved": "2026-10-28",
   "note": "Saved production pull reused unchanged."
  }
 ],
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  },
  {
   "claim": "FastMoss API route examples and category data is MCP-first",
   "url": "https://developers.fastmoss.com/api/overview",
   "quote": "POST /product/v1/rank/topSelling; POST /creator/v1/rank/topEcommerce; POST /shop/v1/rank/topSelling; POST /video/v1/search. Category GMV, price bands, creator matrix ... (MCP-first, API coming.)",
   "checked": "2026-10-29",
   "via": "treg.web.extract"
  },
  {
   "claim": "FastMoss claims 20 global markets and 1,500+ days of history; key created in the account center",
   "url": "https://developers.fastmoss.com/mcp/overview",
   "quote": "20 global markets; 1,500+ days of history; Create a key. In the account center, takes 30 seconds.",
   "checked": "2026-10-29",
   "via": "treg.web.extract"
  },
  {
   "claim": "FastMoss's MCP overview opens with three example questions",
   "url": "https://developers.fastmoss.com/mcp/overview",
   "quote": "What sold best on TikTok Shop US last week? (product_rank_top_selling, Top 3 by units sold). Analyze medicube US Store's last 28 days. Find US creators who actually sell, skip brand accounts.",
   "checked": "2026-10-29",
   "via": "treg.web.extract"
  },
  {
   "claim": "FastMoss developer docs: three doors (MCP, CLI, REST API) and an API Reference hosted outside the docs site",
   "url": "https://developers.fastmoss.com/docs/home",
   "quote": "MCP, CLI, REST API: three ways into FastMoss data. Set up MCP; Install CLI: Give your coding agent the same 55 tools; API Reference: REST endpoints for your own systems.",
   "checked": "2026-10-29",
   "via": "treg.web.extract"
  }
 ]
}