{ "retrievedOn": "2026-10-20", "source": "TokConnect MCP server 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.", "summary": { "note": "Handles masked. creator_top_selling keyword finds matches creators whose name or handle contains the word, a common naming style for TikTok Shop affiliates. @de*** is the top affiliate in Shark Home creators list (shop method creators).", "finds_top": [ { "rank": 1, "handle": "@ke***", "followers": "251.3k", "estimated_revenue": "$983.92k", "estimated_units": "5.78k", "avg_price": "$170.26", "views": "6.43m" }, { "rank": 2, "handle": "@be***", "followers": "57.5k", "estimated_revenue": "$513.96k", "estimated_units": "6.2k", "avg_price": "$82.95", "views": "18.41m" }, { "rank": 3, "handle": "@cr***", "followers": "177.9k", "estimated_revenue": "$313.52k", "estimated_units": "7.31k", "avg_price": "$42.88", "views": "17.91m" }, { "rank": 4, "handle": "@in***", "followers": "9.54k", "estimated_revenue": "$282.08k", "estimated_units": "8.27k", "avg_price": "$34.13", "views": "17.47m" }, { "rank": 5, "handle": "@bl***", "followers": "19.3k", "estimated_revenue": "$260.60k", "estimated_units": "7.22k", "avg_price": "$36.10", "views": "16.19m" }, { "rank": 6, "handle": "@ez***", "followers": "11.7k", "estimated_revenue": "$246.80k", "estimated_units": "6.72k", "avg_price": "$36.73", "views": "23.6m" }, { "rank": 7, "handle": "@au***", "followers": "25.4k", "estimated_revenue": "$240.86k", "estimated_units": "7.1k", "avg_price": "$33.92", "views": "10.32m" }, { "rank": 8, "handle": "@ja***", "followers": "16.8k", "estimated_revenue": "$231.47k", "estimated_units": "1.83k", "avg_price": "$126.28", "views": "2.41m" }, { "rank": 9, "handle": "@ti***", "followers": "7.84k", "estimated_revenue": "$204.08k", "estimated_units": "1.16k", "avg_price": "$175.63", "views": "8.8m" }, { "rank": 10, "handle": "@ti***", "followers": "28.4k", "estimated_revenue": "$203.24k", "estimated_units": "3.66k", "avg_price": "$55.53", "views": "15.73m" } ], "de_30d_revenue_usd": 1500000, "de_30d_units": 10380, "de_video_revenue": "$1.49m", "de_video_views": "42.81m", "de_shark_share_of_own_gmv_pct": 74 }, "pulls": [ { "tool": "creator_top_selling", "arguments": { "keyword": "finds", "window": "30d", "limit": 10, "account_type": "INDEPENDENT" }, "result": { "count": 10, "dataEnd": "2026-10-18", "filters": [ "account_type=INDEPENDENT" ], "hasMore": true, "items": [ { "creatorDebut": "2023-12-13", "followers": "251.3k", "new_followers": "10.3k", "revenue": "$983.92k", "revenue_grouping_rate": 0.5664283919906342, "revenue_trend": [ 36318, 24935, 15925, 7991, 24094, 12276, 13790, 16525, 3939, 10376, 43269, 48178, 2581, 36902, 86281, 39578, 32102, 51778, 28970, 48037, 27451, 72396, 65824, 35051, 13578, 24445, 53792, 35674, 32951, 38909 ], "sale": "5.78k", "total": 500, "unit_price": "$170.26", "video_engagement_rate": "1.55%", "views": "6.43m", "views_trend": [ 282353, 183361, 106885, 163154, 183376, 86557, 135459, 109317, 51312, 144525, 243359, 185882, 60698, 207718, 496856, 337821, 157277, 278851, 171675, 182562, 195753, 340910, 255499, 373446, 204375, 292245, 302134, 236738, 211406, 252526 ] }, { "creatorDebut": "2025-02-21", "followers": "57.5k", "new_followers": "2.1k", "revenue": "$513.96k", "revenue_grouping_rate": -0.4104192646476643, "revenue_trend": [ 51732, 50943, 31528, 24879, 26001, 20640, 20732, 16204, 16706, 10904, 6673, 5224, 13451, 14055, 13656, 11969, 8812, 8057, 10206, 9252, 17349, 20813, 13266, 8643, 9141, 10546, 15541, 14049, 15212, 17772 ], "sale": "6.2k", "total": 500, "unit_price": "$82.95", "video_engagement_rate": "0.91%", "views": "18.41m", "views_trend": [ 1413989, 1234391, 726475, 759302, 813945, 487215, 508464, 542907, 603040, 338957, 301456, 807964, 1434711, 785324, 585387, 661440, 332550, 292410, 323560, 352038, 475601, 614862, 492838, 360582, 347264, 423788, 499467, 547088, 560111, 786439 ] }, { "creatorDebut": "2026-01-13", "followers": "177.9k", "new_followers": "12.5k", "revenue": "$313.52k", "revenue_grouping_rate": -0.19605597762408516, "revenue_trend": [ 18398, 19130, 13455, 11958, 10282, 14001, 12120, 10535, 13227, 12084, 8496, 4922, 5723, 8909, 10557, 10216, 7412, 6695, 7000, 11532, 10907, 12560, 11730, 11018, 7835, 8151, 8841, 10616, 7196, 8015 ], "sale": "7.31k", "total": 500, "unit_price": "$42.88", "video_engagement_rate": "-", "views": "17.91m", "views_trend": [ 994592, 1126117, 722948, 873265, 715706, 853182, 477510, 496745, 684138, 635769, 431808, 433492, 481318, 474109, 591408, 627639, 341811, 363266, 395831, 701347, 698069, 759583, 729976, 570806, 480924, 452016, 398131, 490119, 398941, 511588 ] }, { "creatorDebut": "2026-02-02", "followers": "9.54k", "new_followers": "1.11k", "revenue": "$282.08k", "revenue_grouping_rate": 0.4049134852156403, "revenue_trend": [ 10692, 11215, 8674, 7743, 8046, 9140, 7625, 8659, 10840, 7233, 6232, 2885, 3876, 8009, 6425, 8069, 7703, 7914, 8901, 9894, 11373, 17902, 13102, 9626, 11111, 9357, 10191, 12843, 12640, 14162 ], "sale": "8.27k", "total": 500, "unit_price": "$34.13", "video_engagement_rate": "-", "views": "17.47m", "views_trend": [ 439876, 575069, 626571, 451878, 453418, 490993, 400219, 407632, 541519, 355565, 321468, 385663, 406381, 349577, 465681, 596374, 506650, 480327, 528012, 959046, 883696, 931110, 931218, 596107, 673787, 569737, 777880, 903321, 744557, 711935 ] }, { "creatorDebut": "2024-06-07", "followers": "19.3k", "new_followers": "1k", "revenue": "$260.60k", "revenue_grouping_rate": 1.816599149927933, "revenue_trend": [ 4639, 5404, 5441, 4099, 4249, 4640, 5394, 5376, 3829, 4818, 4501, 1576, 1844, 7460, 5010, 13695, 6624, 5393, 7278, 9668, 9057, 9346, 8843, 7640, 6921, 39892, 20113, 13716, 19609, 14522 ], "sale": "7.22k", "total": 500, "unit_price": "$36.10", "video_engagement_rate": "0.37%", "views": "16.19m", "views_trend": [ 280595, 240789, 167980, 225065, 203818, 229381, 226719, 333154, 223126, 153117, 247958, 269818, 388288, 561120, 396668, 1346777, 487863, 444827, 480028, 565438, 579693, 719662, 1203297, 750511, 547332, 823709, 848673, 1045476, 1129697, 1074318 ] }, { "creatorDebut": "2023-02-14", "followers": "11.7k", "new_followers": "1.5k", "revenue": "$246.80k", "revenue_grouping_rate": -0.45144600116318345, "revenue_trend": [ 7081, 4246, 4115, 3072, 3276, 4365, 8210, 5602, 9724, 17943, 24483, 24486, 15064, 22634, 5072, 5252, 4730, 10697, 6972, 10107, 4422, 5112, 3896, 3013, 2743, 5422, 5942, 7902, 6885, 4329 ], "sale": "6.72k", "total": 500, "unit_price": "$36.73", "video_engagement_rate": "1.06%", "views": "23.6m", "views_trend": [ 582295, 452011, 274504, 221958, 280142, 328091, 408687, 401951, 1118892, 3204268, 2000736, 2225783, 2617487, 1898335, 389516, 420159, 328132, 1112910, 722523, 236879, 344273, 300650, 290078, 218079, 240421, 515283, 433446, 944108, 658881, 433306 ] }, { "creatorDebut": "2024-09-01", "followers": "25.4k", "new_followers": "1.7k", "revenue": "$240.86k", "revenue_grouping_rate": 0.056022193768672644, "revenue_trend": [ 4340, 18394, 14778, 8242, 5431, 4103, 8865, 8970, 8282, 8932, 6739, 311, 764, 10460, 8539, 9960, 9269, 7059, 8219, 8103, 7234, 6490, 8425, 8419, 7071, 6918, 7521, 8240, 8317, 12468 ], "sale": "7.1k", "total": 500, "unit_price": "$33.92", "video_engagement_rate": "0.46%", "views": "10.32m", "views_trend": [ 155351, 889824, 790296, 486294, 185384, 180705, 311842, 336568, 315633, 300667, 257545, 421291, 470804, 317298, 322118, 360903, 358299, 289011, 306134, 260552, 285141, 279211, 332517, 288844, 270578, 303865, 252738, 236533, 311460, 443326 ] }, { "creatorDebut": "2025-09-02", "followers": "16.8k", "new_followers": "1.4k", "revenue": "$231.47k", "revenue_grouping_rate": 0.08125474791224933, "revenue_trend": [ 151, 10365, 15793, 4612, 3698, 3917, 2518, 6180, 5074, 6493, 10220, 8515, 16457, 8712, 8512, 15284, 10867, 11602, 10361, 5930, 2936, 10330, 8998, 6714, 490, 9144, 5246, 5015, 8614, 8724 ], "sale": "1.83k", "total": 500, "unit_price": "$126.28", "video_engagement_rate": "-", "views": "2.41m", "views_trend": [ 6627, 43559, 62201, 62957, 41794, 57433, 64184, 31251, 39647, 51909, 126684, 57047, 138872, 171002, 87415, 82876, 36333, 37880, 184855, 17555, 121341, 303684, 206832, 76605, 68840, 50727, 58171, 38878, 41386, 46136 ] }, { "creatorDebut": "2025-11-20", "followers": "7.84k", "new_followers": "1.31k", "revenue": "$204.08k", "revenue_grouping_rate": 0.023381230767888467, "revenue_trend": [ 8170, 15295, 12538, 3926, 8158, 11745, 11814, 4295, 3912, 1646, 2053, 1899, 3373, 4251, 7785, 3617, 3382, 2964, 1170, 8478, 11491, 14726, 16887, 4473, 6576, 6443, 7433, 5733, 5735, 4110 ], "sale": "1.16k", "total": 500, "unit_price": "$175.63", "video_engagement_rate": "-", "views": "8.8m", "views_trend": [ 384876, 669454, 474378, 283429, 282783, 557438, 558940, 264410, 194802, 107426, 128907, 177882, 139113, 344094, 618735, 215210, 115329, 105552, 121915, 260690, 383645, 559773, 643766, 124803, 173191, 179851, 228509, 155646, 182284, 160693 ] }, { "creatorDebut": "2024-05-20", "followers": "28.4k", "new_followers": "1.2k", "revenue": "$203.24k", "revenue_grouping_rate": 0.4909487566030567, "revenue_trend": [ 4909, 6472, 2399, 3358, 3085, 3739, 4682, 4556, 6275, 2958, 5025, 2755, 10284, 11353, 9741, 7490, 6573, 8514, 9327, 21699, 12748, 9667, 7699, 4883, 5216, 3510, 5146, 6632, 7226, 5318 ], "sale": "3.66k", "total": 500, "unit_price": "$55.53", "video_engagement_rate": "1.85%", "views": "15.73m", "views_trend": [ 412459, 380888, 265734, 268246, 333484, 298430, 303986, 306645, 378634, 213240, 354492, 344657, 1051888, 988192, 801036, 593876, 564033, 502900, 595106, 1391029, 846556, 655079, 694854, 388413, 413966, 355637, 367527, 542312, 700131, 414151 ] } ], "keyword": "finds", "market": "US", "next": "eyJwYWdlIjoyLCJzaXplIjoxMH0", "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.", "totalMatched": 500, "window": { "days": 30, "end": "2026-10-18", "start": "2026-09-19" } } }, { "tool": "creator_commerce", "arguments": { "id": "[masked creator, @de***]", "method": "sales", "window": "30d" }, "result": { "dataEnd": "2026-10-18", "id": "[masked]", "market": "US", "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": { "day_followers": "103", "day_live_revenue": "$0.00", "day_live_views": "0", "day_revenue": "$50.02k", "day_sale": "345.97", "day_shop_revenue": "$200.47", "day_video_revenue": "$49.82k", "day_video_views": "1.43m", "followers": "3.1k", "live_revenue": "$0.00", "live_views": "0", "revenue": "$1.50m", "sale": "10.38k", "shop_revenue": "$6.01k", "unit_price": "$144.58", "video_revenue": "$1.49m", "video_views": "42.81m" }, "window": { "days": 30, "end": "2026-10-18", "start": "2026-09-19" } } } ] }