{ "retrievedOn": "2026-10-20", "source": "TokConnect MCP v3.0.0, Shop Analytics (TikTok Shop US sales estimates). Revenue and units are estimates: units track TikTok's sold counter; revenue is units times listed price.", "window": "30 days to 18 October 2026 (2026-09-19 to 2026-10-18)", "note": "Independent affiliate creators only (account_type INDEPENDENT; brand-owned accounts dropped). Creators are numbered by revenue rank; handles, names, bios and contact details are removed. Products with priceSuspect=true are removed. Estimated commission on the page = a creator revenue figure times the revenue-weighted average listed commission rate of the same keyword's top products.", "analysis": { "skincare": { "r1": 192060.0, "r10": 17400.0, "r50": 1360.0, "r25": 7850.0, "r80": 458.0, "n": 85, "sorted_ok": true, "med100": 1880.0, "sum100": 937882.56, "comm_med": 14.0, "comm_w": 14.456935431122174, "n_rates": 55, "n_prod": 64, "zero": 0, "est1": 27765.99018901325, "est10": 2515.506765015258, "est50": 196.61432186326158, "est80": 66.21276427453955, "estmed": 271.7903861050969, "fol_med": 10600.0, "price_med": 22.86 }, "makeup": { "r1": 145530.0, "r10": 10510.0, "r50": 960.97, "r25": 4040.0, "r80": 292.87, "n": 86, "sorted_ok": true, "med100": 1240.0, "sum100": 635585.03, "comm_med": 11.0, "comm_w": 11.23046209833577, "n_rates": 69, "n_prod": 74, "zero": 0, "est1": 16343.691491708048, "est10": 1180.3215665350895, "est50": 107.92137162637727, "est80": 32.89065434739597, "estmed": 139.25773001936355, "fol_med": 11250.0, "price_med": 19.905 }, "hair": { "r1": 300740.0, "r10": 21870.0, "r50": 783.0, "r25": 6610.0, "r80": 249.0, "n": 91, "sorted_ok": true, "med100": 1020.0, "sum100": 883133.92, "comm_med": 9.0, "comm_w": 11.320022383855932, "n_rates": 63, "n_prod": 70, "zero": 0, "est1": 34043.83531720833, "est10": 2475.688895349292, "est50": 88.63577526559195, "est80": 28.18685573580127, "estmed": 115.46422831533052, "fol_med": 7410.0, "price_med": 27.5 }, "fashion": { "r1": 564850.0, "r10": 131770.0, "r50": 29220.0, "r25": 63450.0, "r80": 5670.0, "n": 87, "sorted_ok": true, "med100": 32470.0, "sum100": 5423190.0, "comm_med": 8.0, "comm_w": 8.211996666069894, "n_rates": 69, "n_prod": 72, "zero": 0, "est1": 46385.46316829579, "est10": 10820.9480068803, "est50": 2399.5454258256227, "est80": 465.620210966163, "estmed": 2666.435317472895, "fol_med": 14100.0, "price_med": 24.7 }, "home": { "r1": 459870.0, "r10": 104920.0, "r50": 14350.0, "r25": 36130.0, "r80": 6400.0, "n": 90, "sorted_ok": true, "med100": 15320.0, "sum100": 3765500.0, "comm_med": 6.0, "comm_w": 7.205971997115243, "n_rates": 59, "n_prod": 67, "zero": 0, "est1": 33138.10342313386, "est10": 7560.505819373312, "est50": 1034.0569815860372, "est80": 461.18220781537553, "estmed": 1103.9549099580552, "fol_med": 6390.0, "price_med": 30.185 }, "wellness": { "r1": 232390.0, "r10": 44060.0, "r50": 5970.0, "r25": 16780.0, "r80": 2570.0, "n": 84, "sorted_ok": true, "med100": 8030.0, "sum100": 1610190.0, "comm_med": 17.0, "comm_w": 16.147909547779722, "n_rates": 62, "n_prod": 69, "zero": 0, "est1": 37526.126998085296, "est10": 7114.768946751746, "est50": 964.0302000024494, "est80": 415.0012753779389, "estmed": 1296.6771366867117, "fol_med": 11100.0, "price_med": 29.1 }, "fitness": { "r1": 185700.0, "r10": 62870.0, "r50": 2290.0, "r25": 7860.0, "r80": 981.95, "n": 84, "sorted_ok": true, "med100": 2955.0, "sum100": 1369024.1, "comm_med": 10.0, "comm_w": 12.514617775071198, "n_rates": 60, "n_prod": 65, "zero": 0, "est1": 23239.645208307214, "est10": 7867.940195187261, "est50": 286.58474704913044, "est80": 122.88728924231164, "estmed": 369.80695525335386, "fol_med": 10650.0, "price_med": 28.085 }, "pet": { "r1": 246800.0, "r10": 4320.0, "r50": 130.36, "r25": 627.0, "r80": 7.0, "n": 100, "sorted_ok": true, "med100": 107.67500000000001, "sum100": 396078.14, "comm_med": 9.0, "comm_w": 9.24129308874008, "n_rates": 58, "n_prod": 67, "zero": 0, "est1": 22807.51134301052, "est10": 399.2238614335715, "est50": 12.04694967048157, "est80": 0.6468905162118057, "estmed": 9.950562333300883, "fol_med": 1245.0, "price_med": 14.27 } }, "pulls": [ { "tool": "creator_top_selling", "arguments": { "keyword": "skincare", "window": "30d", "limit": 100, "account_type": "INDEPENDENT" }, "result": { "count": 100, "totalMatched": 500, "dataEnd": "2026-10-18", "window": { "days": 30, "end": "2026-10-18", "start": "2026-09-19" }, "source": "TokConnect Shop Analytics (TikTok Shop US). Revenue and units are estimates: units track TikTok's sold counter; revenue is units times listed price.", "filters": [ "account_type=INDEPENDENT" ], "keyword": "skincare", "sortedBy": "revenue", "market": "US", "items": [ { "rank": 1, "followers": "74.4k", "revenue": "$192.06k", "sale": "7.89k", "unit_price": "$24.33", "revenue_grouping_rate": 0.5226127854706548, "views": "6.89m", "video_engagement_rate": "0.64%", "new_followers": "1.2k" }, { "rank": 2, "followers": "72.6k", "revenue": "$128.61k", "sale": "4.53k", "unit_price": "$28.40", "revenue_grouping_rate": -0.48377043652945645, "views": "3.48m", "video_engagement_rate": "0.77%", "new_followers": "900" }, { "rank": 3, "followers": "18k", "revenue": "$104.11k", "sale": "3.01k", "unit_price": "$34.55", "revenue_grouping_rate": 0.16464301476332102, "views": "158.33k", "video_engagement_rate": "2.3%", "new_followers": "500" }, { "rank": 4, "followers": "9.07k", "revenue": "$83.97k", "sale": "3.24k", "unit_price": "$25.95", "revenue_grouping_rate": 0.27871099288422607, "views": "1.96m", "video_engagement_rate": "-", "new_followers": "631" }, { "rank": 5, "followers": "190.7k", "revenue": "$46.49k", "sale": "1.37k", "unit_price": "$33.84", "revenue_grouping_rate": 0.3728182752195059, "views": "2.36m", "video_engagement_rate": "1.3%", "new_followers": "1.2k" }, { "rank": 6, "followers": "47.8k", "revenue": "$27.96k", "sale": "695", "unit_price": "$40.23", "revenue_grouping_rate": -0.5830824955040733, "views": "191.02k", "video_engagement_rate": "-", "new_followers": "0" }, { "rank": 7, "followers": "5.04k", "revenue": "$25.58k", "sale": "253", "unit_price": "$101.10", "revenue_grouping_rate": 1.0142587791656847, "views": "759k", "video_engagement_rate": "-", "new_followers": "-4" }, { "rank": 8, "followers": "7.18k", "revenue": "$25.34k", "sale": "730", "unit_price": "$34.72", "revenue_grouping_rate": -0.022777737034361263, "views": "732.86k", "video_engagement_rate": "-", "new_followers": "141" }, { "rank": 9, "followers": "6.56k", "revenue": "$21.97k", "sale": "987", "unit_price": "$22.26", "revenue_grouping_rate": -0.14580119821112142, "views": "699.89k", "video_engagement_rate": "-", "new_followers": "83" }, { "rank": 10, "followers": "57.4k", "revenue": "$17.40k", "sale": "1.51k", "unit_price": "$11.53", "revenue_grouping_rate": -0.2072351607584501, "views": "2.19m", "video_engagement_rate": "-", "new_followers": "0" }, { "rank": 11, "followers": "4.36k", "revenue": "$17.21k", "sale": "626", "unit_price": "$27.49", "revenue_grouping_rate": -0.3457359869243342, "views": "599.48k", "video_engagement_rate": "-", "new_followers": "-1" }, { "rank": 12, "followers": "126.5k", "revenue": "$14.72k", "sale": "1.61k", "unit_price": "$9.16", "revenue_grouping_rate": -0.3225108225108225, "views": "1.38m", "video_engagement_rate": "-", "new_followers": "0" }, { "rank": 13, "followers": "34.9k", "revenue": "$13.17k", "sale": "308", "unit_price": "$42.76", "revenue_grouping_rate": -0.4798672515294932, "views": "448.33k", "video_engagement_rate": "0.83%", "new_followers": "100" }, { "rank": 14, "followers": "8.75k", "revenue": "$11.89k", "sale": "577", "unit_price": "$20.61", "revenue_grouping_rate": -0.3678015685725386, "views": "202.35k", "video_engagement_rate": "-", "new_followers": "63" }, { "rank": 15, "followers": "7.59k", "revenue": "$11.15k", "sale": "543", "unit_price": "$20.54", "revenue_grouping_rate": 1.6110424085464552, "views": "26.43k", "video_engagement_rate": "0.32%", "new_followers": "50" }, { "rank": 16, "followers": "1.6m", "revenue": "$10.88k", "sale": "434", "unit_price": "$25.07", "revenue_grouping_rate": -0.4354328444060972, "views": "478.12k", "video_engagement_rate": "1.17%", "new_followers": "0" }, { "rank": 17, "followers": "11.4k", "revenue": "$10.59k", "sale": "642", "unit_price": "$16.50", "revenue_grouping_rate": -0.5284955594853921, "views": "64.63k", "video_engagement_rate": "-", "new_followers": "100" }, { "rank": 18, 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"new_followers": "0" }, { "rank": 50, "followers": "11.4k", "revenue": "$1.36k", "sale": "61", "unit_price": "$22.22", "revenue_grouping_rate": 1.4234090909090908, "views": "38.57k", "video_engagement_rate": "2.72%", "new_followers": "0" }, { "rank": 51, "followers": "4.1m", "revenue": "$1.35k", "sale": "53", "unit_price": "$25.54", "revenue_grouping_rate": -0.19733407904548844, "views": "3.54m", "video_engagement_rate": "8.07%", "new_followers": "0" }, { "rank": 52, "followers": "12.4k", "revenue": "$1.33k", "sale": "39", "unit_price": "$34.20", "revenue_grouping_rate": 2.7979136690647484, "views": "29.62k", "video_engagement_rate": "2.4%", "new_followers": "0" }, { "rank": 53, "followers": "1.92k", "revenue": "$1.33k", "sale": "20", "unit_price": "$66.47", "revenue_grouping_rate": -0.7747391512738266, "views": "414.48k", "video_engagement_rate": "15.96%", "new_followers": "39" }, { "rank": 54, "followers": "10.7k", "revenue": "$1.31k", "sale": "53", "unit_price": "$24.77", 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"10.8k", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "3.61k", "video_engagement_rate": "0", "new_followers": "100" }, { "rank": 183, "followers": "512", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "35", "video_engagement_rate": "-", "new_followers": "0" }, { "rank": 184, "followers": "5.07k", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "497", "video_engagement_rate": "-", "new_followers": "26" }, { "rank": 185, "followers": "8", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "12", "video_engagement_rate": "-", "new_followers": "0" } ] } }, { "tool": "creator_top_selling", "arguments": { "keyword": "skincare", "window": "30d", "limit": 100, "account_type": "INDEPENDENT", "page": 3 }, "result": { "count": 91, "totalMatched": 500, "dataEnd": "2026-10-18", "window": { "days": 30, "end": "2026-10-18", "start": "2026-09-19" }, "source": "TokConnect Shop Analytics (TikTok Shop US). 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{ "rank": 227, "followers": "19", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "0", "video_engagement_rate": "-", "new_followers": "0" }, { "rank": 228, "followers": "154", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "4", "video_engagement_rate": "-", "new_followers": "0" }, { "rank": 229, "followers": "34", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "0", "video_engagement_rate": "-", "new_followers": "0" }, { "rank": 230, "followers": "7", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "1", "video_engagement_rate": "-", "new_followers": "0" }, { "rank": 231, "followers": "56", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "63", "video_engagement_rate": "0", "new_followers": "-1" }, { "rank": 232, "followers": "1.62k", "revenue": "$0.00", "sale": 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"rank": 264, "followers": "16.6k", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "3.72k", "video_engagement_rate": "-", "new_followers": "0" }, { "rank": 265, "followers": "19k", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "0", "video_engagement_rate": "1.63%", "new_followers": "0" }, { "rank": 266, "followers": "3", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "0", "video_engagement_rate": "-", "new_followers": "0" }, { "rank": 267, "followers": "739", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "2", "video_engagement_rate": "-", "new_followers": "-3" }, { "rank": 268, "followers": "7.72k", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "0", "video_engagement_rate": "-", "new_followers": "0" }, { "rank": 269, "followers": "4.83k", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "1.01k", "video_engagement_rate": "-", "new_followers": "-1" }, { "rank": 270, "followers": "45.4k", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "23.1k", "video_engagement_rate": "-", "new_followers": "700" }, { "rank": 271, "followers": "2.96k", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "275", "video_engagement_rate": "-", "new_followers": "82" }, { "rank": 272, "followers": "18.6k", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "3", "video_engagement_rate": "0", "new_followers": "0" }, { "rank": 273, "followers": "2.06k", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "8.49k", "video_engagement_rate": "-", "new_followers": "39" }, { "rank": 274, "followers": "9.31k", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "590", "video_engagement_rate": "-", "new_followers": "-28" }, { "rank": 275, "followers": "2", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "0", "video_engagement_rate": "-", "new_followers": "0" }, { "rank": 276, "followers": "1.62k", "revenue": "$0.00", "sale": "0", "unit_price": "$0.00", "revenue_grouping_rate": 0, "views": "2", "video_engagement_rate": "-", "new_followers": "-3" } ] } } ], "followerBands": { "note": "Unique creators across the eight keyword lists above (first list wins for a creator who appears twice). Estimated commission = revenue x the revenue-weighted listed commission rate of that keyword's top products.", "rows": [ { "band": "Under 10K", "creators": 371, "median_revenue": 2530, "top_revenue": 201800, "median_est_commission": 283, "top_est_commission": 16572, "share_over_1k_revenue": 0.625, "share_over_10k_revenue": 0.253 }, { "band": "10K to 50K", "creators": 220, "median_revenue": 7505, "top_revenue": 459870, "median_est_commission": 838, "top_est_commission": 33138, "share_over_1k_revenue": 0.85, "share_over_10k_revenue": 0.445 }, { "band": "50K to 100K", "creators": 50, "median_revenue": 9265, "top_revenue": 350580, "median_est_commission": 1302, "top_est_commission": 28790, "share_over_1k_revenue": 0.8, "share_over_10k_revenue": 0.5 }, { "band": "100K to 500K", "creators": 53, "median_revenue": 9650, "top_revenue": 564850, "median_est_commission": 1230, "top_est_commission": 46385, "share_over_1k_revenue": 0.774, "share_over_10k_revenue": 0.491 }, { "band": "500K and up", "creators": 9, "median_revenue": 4820, "top_revenue": 300740, "median_est_commission": 541, "top_est_commission": 34044, "share_over_1k_revenue": 0.778, "share_over_10k_revenue": 0.333 } ], "all": { "creators": 703, "median_revenue": 4220.0, "over_10k": 246, "over_100k": 35, "median_est_commission": 468, "est_commission_over_1k": 245, "est_commission_over_10k": 35 } }, "pageFigures": { "note": "Rounded figures as shown on the page (estimated commission = estimated sales x avg commission rate).", "byNiche": { "skincare": { "rank1_sales": 192060, "rank10_sales": 17400, "rank50_sales": 1360, "avg_commission_pct": 14.5, "rank1_est_commission": 27766, "rank10_est_commission": 2516, "median_est_commission": 272, "ranked": 85 }, "makeup": { "rank1_sales": 145530, "rank10_sales": 10510, "rank50_sales": 961, "avg_commission_pct": 11.2, "rank1_est_commission": 16344, "rank10_est_commission": 1180, "median_est_commission": 139, "ranked": 86 }, "hair": { "rank1_sales": 300740, "rank10_sales": 21870, "rank50_sales": 783, "avg_commission_pct": 11.3, "rank1_est_commission": 34044, "rank10_est_commission": 2476, "median_est_commission": 115, "ranked": 91 }, "fashion": { "rank1_sales": 564850, "rank10_sales": 131770, "rank50_sales": 29220, "avg_commission_pct": 8.2, "rank1_est_commission": 46385, "rank10_est_commission": 10821, "median_est_commission": 2666, "ranked": 87 }, "home": { "rank1_sales": 459870, "rank10_sales": 104920, "rank50_sales": 14350, "avg_commission_pct": 7.2, "rank1_est_commission": 33138, "rank10_est_commission": 7561, "median_est_commission": 1104, "ranked": 90 }, "wellness": { "rank1_sales": 232390, "rank10_sales": 44060, "rank50_sales": 5970, "avg_commission_pct": 16.1, "rank1_est_commission": 37526, "rank10_est_commission": 7115, "median_est_commission": 1297, "ranked": 84 }, "fitness": { "rank1_sales": 185700, "rank10_sales": 62870, "rank50_sales": 2290, "avg_commission_pct": 12.5, "rank1_est_commission": 23240, "rank10_est_commission": 7868, "median_est_commission": 370, "ranked": 84 }, "pet": { "rank1_sales": 246800, "rank10_sales": 4320, "rank50_sales": 130, "avg_commission_pct": 9.2, "rank1_est_commission": 22808, "rank10_est_commission": 399, "median_est_commission": 10, "ranked": 100 } } } }