{ "retrievedOn": "2026-10-20", "source": "TokConnect MCP v3.0.0 (TikTok Shop US sales estimates and TikTok data)", "note": "Shop Analytics, TikTok Shop US. product_top_selling (keyword, 30d) honours its window: 30 days to 18 October 2026. live_top_selling returns the feed's fixed top 10 LIVE sessions (sessions started 12 to 17 October 2026) whatever window is passed.", "pulls": [ { "tool": "product_top_selling", "arguments": { "keyword": "hair growth oil", "window": "30d", "limit": 10 }, "result": { "count": 10, "dataEnd": "2026-10-18", "hasMore": true, "items": [ { "commission_rate": "15%", "creator_conversion_ratio": 0.4473684210526316, "creator_num": 76, "delivery_type": "local", "id": "1732501025482445039", "is_full_service": 0, "is_overseas": 0, "is_tokopedia": 0, "launch_date": "2026-07-20", "live_revenue": "$75.89k", "max_real_price": "$51.99", "min_real_price": "$51.99", "pri_cate_id": 601450, "product_rating": 4.7, "product_title": "Kaliyah Kids Hair Growth Mini Sets of 4 , 4 oz Shampoo & Conditioner 4 oz Pomade , 2 oz Hair Growth Oil", "revenue": "$100.89k", "revenue_grouping_rate": "-0.8%", "revenue_trend": [ 14430, 8112, 702, 2106, 780, 1404, 663, 7527, 4680, 351, 2106, 624, 624, 468, 6084, 14625, 702, 1131, 390, 2886, 1404, 7371, 6474, 4797, 351, 2925, 741, 312, 390, 5733 ], "sale": 2587, "sec_cate_id": 848904, "shipping_fee": "$0.00", "showcase_revenue": "$12.75k", "ter_cate_id": 806160, "total": 468, "unit_price": "$39.00", "video_revenue": "$12.25k" }, { "commission_rate": "20%", "creator_conversion_ratio": 0.35977653631284917, "creator_num": 895, "delivery_type": "local", "id": "1729385609961706380", "is_full_service": 0, "is_overseas": 0, "is_tokopedia": 0, "launch_date": "2023-07-25", "live_revenue": "$17.44k", "max_real_price": "$78.99", "min_real_price": "$20.99", "pri_cate_id": 601450, "product_rating": 4.6, "product_title": "BASK AND LATHER Scalp Stimulator Hair Growth Oil - Lightweight Rosemary & Mint Blend for Thicker, Fuller Hair, Alopecia Support & Hair Regrowth", "revenue": "$60.48k", "revenue_grouping_rate": "-8.5%", "revenue_trend": [ 2112, 1596, 1464, 1416, 1572, 2232, 2448, 2415, 1920, 2040, 1500, 2100, 2205, 3360, 3195, 2430, 1965, 2115, 1695, 2235, 2175, 2370, 1725, 1725, 1635, 1845, 1950, 2310, 1440, 1290 ], "sale": 4246, "sec_cate_id": 848904, "shipping_fee": "$0.00", "showcase_revenue": "$279.00", "ter_cate_id": 806160, "total": 468, "unit_price": "$14.24", "video_revenue": "$42.76k" }, { "commission_rate": "16%", "creator_conversion_ratio": 0.4330708661417323, "creator_num": 254, "delivery_type": "local", "id": "1729389168971453324", "is_full_service": 0, "is_overseas": 0, "is_tokopedia": 0, "launch_date": "2023-08-15", "live_revenue": "$24.64k", "max_real_price": "$63.99", "min_real_price": "$63.99", "pri_cate_id": 601450, "product_rating": 4.7, "product_title": "Scalp Stimulator hair growth oil - 3 Month Supply Haircare Rosemary + Mint growth thin stimulate growth treatment Peppermint Nourishing Hair Oil Set", "revenue": "$53.46k", "revenue_grouping_rate": "17.7%", "revenue_trend": [ 1276, 1100, 1056, 1012, 1232, 1848, 2112, 1452, 1320, 1452, 1584, 1584, 1980, 2772, 2772, 1452, 1760, 1672, 1848, 2288, 3168, 2068, 1892, 2024, 2112, 1760, 2112, 1584, 1804, 1364 ], "sale": 1215, "sec_cate_id": 848904, "shipping_fee": "$0.00", "showcase_revenue": "$264.00", "ter_cate_id": 981512, "total": 468, "unit_price": "$44.00", "video_revenue": "$28.56k" }, { "commission_rate": "14%", "creator_conversion_ratio": 0.3146067415730337, "creator_num": 356, "delivery_type": "local", "id": "1731215346274898713", "is_full_service": 0, "is_overseas": 0, "is_tokopedia": 0, "launch_date": "2025-05-26", "live_revenue": "$5.54k", "max_real_price": "$45.49", "min_real_price": "$45.49", "pri_cate_id": 601450, "product_rating": 4.7, "product_title": "Jumbo Extra Strength Rosemary & Fenugreek Herbal Hair Growth Oil 4oz for Scalp & Beard Nourishment Haircare ,Thicker Stronger Hair", "revenue": "$46.17k", "revenue_grouping_rate": "42.3%", "revenue_trend": [ 1769, 899, 783, 1566, 1276, 1015, 1450, 1247, 1102, 580, 1276, 0, 0, 3625, 2465, 1943, 2407, 2349, 2291, 2813, 1711, 1740, 1450, 1856, 1189, 2233, 1218, 1334, 1363, 1218 ], "sale": 1592, "sec_cate_id": 848904, "shipping_fee": "$0.00", "showcase_revenue": "$116.00", "ter_cate_id": 806160, "total": 468, "unit_price": "$29.00", "video_revenue": "$40.51k" }, { "commission_rate": "-", "creator_conversion_ratio": 0.3333333333333333, "creator_num": 6, "delivery_type": "local", "id": "1732488816607073187", "is_full_service": -1, "is_overseas": 0, "is_tokopedia": 0, "launch_date": "2026-07-13", "live_revenue": "$0.00", "max_real_price": "$16.89", "min_real_price": "$9.90", "pri_cate_id": 601450, "product_rating": 4.4, "product_title": "Batana Oil for Hair,(3PCS)Hair Oil with Rosemary for Hair Growth - 100% Organic Batana Oil", "revenue": "$23.21k", "revenue_grouping_rate": "-10%", "revenue_trend": [ 1029, 1204, 637, 812, 679, 679, 567, 623, 693, 560, 756, 658, 889, 1232, 1197, 1134, 1050, 735, 777, 728, 728, 889, 1064, 637, 462, 504, 658, 490, 637, 504 ], "sale": 3316, "sec_cate_id": 848904, "shipping_fee": "$0.00", "showcase_revenue": "$0.00", "ter_cate_id": 981512, "total": 468, "unit_price": "$7.00", "video_revenue": "$23.21k" }, { "commission_rate": "9%", "creator_conversion_ratio": 0.4, "creator_num": 65, "delivery_type": "local", "id": "1729405664130404863", "is_full_service": 0, "is_overseas": 0, "is_tokopedia": 0, "launch_date": "2024-01-13", "live_revenue": "$1.98k", "max_real_price": "$24.95", "min_real_price": "$24.95", "pri_cate_id": 601450, "priceSuspect": true, "product_rating": 4.6, "product_title": "Voodoo Hair Growth Oil - Herbal Rosemary & Lemongrass Oil", "revenue": "$22.55k", "revenue_grouping_rate": "0%", "revenue_trend": [ 440, 792, 583, 517, 638, 726, 737, 682, 770, 759, 693, 0, 0, 2563, 1375, 1551, 0, 0, 869, 946, 990, 803, 924, 605, 792, 506, 726, 968, 660, 935 ], "sale": 2050, "sec_cate_id": 848904, "shipping_fee": "$3.97", "showcase_revenue": "$44.00", "ter_cate_id": 981512, "total": 468, "unit_price": "$11.00", "video_revenue": "$20.53k" }, { "commission_rate": "-", "creator_conversion_ratio": 0.5, "creator_num": 2, "delivery_type": "local", "id": "1732290674454270892", "is_full_service": 0, "is_overseas": 0, "is_tokopedia": 0, "launch_date": "2026-03-18", "live_revenue": "$16.01k", "max_real_price": "$23.96", "min_real_price": "$23.96", "pri_cate_id": 601450, "product_rating": 4.4, "product_title": "THA Truth for men and woman hair growth oil", "revenue": "$18.98k", "revenue_grouping_rate": "95.7%", "revenue_trend": [ 435, 375, 315, 345, 375, 450, 630, 0, 0, 660, 705, 540, 675, 585, 330, 150, 525, 540, 465, 1920, 1920, 1095, 705, 630, 780, 1110, 1170, 690, 479, 383 ], "sale": 1156, "sec_cate_id": 848904, "shipping_fee": "$6.13", "showcase_revenue": "$0.00", "ter_cate_id": 981512, "total": 468, "unit_price": "$16.42", "video_revenue": "$2.97k" }, { "commission_rate": "13%", "creator_conversion_ratio": 0.3829787234042553, "creator_num": 282, "delivery_type": "local", "id": "1729385107513119628", "is_full_service": 0, "is_overseas": 0, "is_tokopedia": 0, "launch_date": "2023-07-25", "live_revenue": "$12.83k", "max_real_price": "$41.99", "min_real_price": "$41.99", "pri_cate_id": 601450, "product_rating": 4.7, "product_title": "JUMBO Scalp Stimulator Hair Growth Oil – Lightweight Rosemary & Mint Blend for Thicker, Fuller Hair, Alopecia Support & Hair Regrowth | Stimulates Roots & Nourishes All Hair Types by Bask & Lather", "revenue": "$15.84k", "revenue_grouping_rate": "8.6%", "revenue_trend": [ 372, 527, 372, 527, 372, 434, 651, 279, 589, 310, 372, 558, 465, 682, 1085, 248, 558, 434, 372, 403, 806, 527, 744, 465, 558, 372, 775, 837, 837, 310 ], "sale": 511, "sec_cate_id": 848904, "shipping_fee": "$0.00", "showcase_revenue": "$217.00", "ter_cate_id": 981512, "total": 468, "unit_price": "$31.00", "video_revenue": "$2.79k" }, { "commission_rate": "14%", "creator_conversion_ratio": 0.21428571428571427, "creator_num": 14, "delivery_type": "local", "id": "1729654561719226932", "is_full_service": 0, "is_overseas": 0, "is_tokopedia": 0, "launch_date": "2024-09-21", "live_revenue": "$1.70k", "max_real_price": "$25.45", "min_real_price": "$25.45", "pri_cate_id": 601450, "product_rating": 4.8, "product_title": "ASHLEY’S BLEND HAIR GROWTH OIL 100ML", "revenue": "$15.37k", "revenue_grouping_rate": "420.3%", "revenue_trend": [ 378, 252, 504, 483, 861, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 735, 903, 819, 3066, 3003, 693, 1302, 1533, 525, 315 ], "sale": 732, "sec_cate_id": 848904, "shipping_fee": "$5.95", "showcase_revenue": "$0.00", "ter_cate_id": 981512, "total": 468, "unit_price": "$21.00", "video_revenue": "$13.67k" }, { "commission_rate": "-", "creator_conversion_ratio": 0.1, "creator_num": 10, "delivery_type": "local", "id": "1732389285234118788", "is_full_service": 0, "is_overseas": 0, "is_tokopedia": 0, "launch_date": "2026-05-08", "live_revenue": "$0.00", "max_real_price": "$13.99", "min_real_price": "$9.90", "pri_cate_id": 601450, "product_rating": 4.5, "product_title": "100% Organic Batana Oil Serum Pack (3PCS) - Rosemary-Infused Scalp Stimulator, Formaldehyde-Free Hair Growth Oil for Adults, Anti-Thinning, Thicker Looking Hair Care Treatment", "revenue": "$13.90k", "revenue_grouping_rate": "58.9%", "revenue_trend": [ 483, 581, 350, 364, 343, 441, 385, 490, 0, 0, 252, 371, 497, 420, 392, 385, 343, 399, 518, 567, 686, 763, 959, 714, 581, 455, 553, 630, 588, 392 ], "sale": 1986, "sec_cate_id": 848904, "shipping_fee": "$0.00", "showcase_revenue": "$0.00", "ter_cate_id": 981512, "total": 468, "unit_price": "$7.00", "video_revenue": "$13.90k" } ], "keyword": "hair growth oil", "market": "US", "next": "eyJwYWdlIjoyLCJzaXplIjoxMH0", "notes": [ "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.", "totalMatched": 468, "window": { "days": 30, "end": "2026-10-18", "start": "2026-09-19" } } }, { "tool": "live_top_selling", "arguments": { "window": "7d" }, "result": { "count": 10, "dataEnd": "2026-10-18", "hasMore": false, "items": [ { "create_time": "2026/10/12 14:16:04", "duration": "64h 24m", "finish_time": "2026/10/15 06:40:12", "gpm": "$89.43", "handle": "based", "id": "7695846289116416799", "main_category": [ "601450-848904" ], "record_type": "SHORT", "revenue": "$128.18k", "sale": 4081, "title": "DEALS FOR YOU - Live Now!", "uid": "7153432386608251946", "unit_price": "$31.41", "views": "1.43m" }, { "create_time": "2026/10/15 11:00:05", "duration": "14h", "finish_time": "2026/10/16 01:01:01", "gpm": "$225.73", "handle": "dollskill", "id": "7696908991208770335", "main_category": [ "601152-842632" ], "record_type": "SHORT", "revenue": "$107.96k", "sale": 1272, "title": "COSTUME BEST SELLERS 🕯️", "uid": "6688542654832329734", "unit_price": "$84.87", "views": "478.26k" }, { "create_time": "2026/10/16 11:00:19", "duration": "14h 1m", "finish_time": "2026/10/17 01:01:46", "gpm": "$221.98", "handle": "dollskill", "id": "7697280141193530143", "main_category": [ "601152-842632" ], "record_type": "SHORT", "revenue": "$100.32k", "sale": 1163, "title": "COSTUME BEST SELLERS ⚡", "uid": "6688542654832329734", "unit_price": "$86.26", "views": "451.92k" }, { "create_time": "2026/10/14 11:03:14", "duration": "13h 58m", "finish_time": "2026/10/15 01:01:27", "gpm": "$251.09", "handle": "dollskill", "id": "7696538691078228766", "main_category": [ "601152-842632" ], "record_type": "SHORT", "revenue": "$94.83k", "sale": 1108, "title": "COSTUME BEST SELLERS 🧚‍♂️", "uid": "6688542654832329734", "unit_price": "$85.58", "views": "377.66k" }, { "create_time": "2026/10/15 13:05:20", "duration": "14h 12m", "finish_time": "2026/10/16 03:18:11", "gpm": "$562.16", "handle": "calicurvesfajas", "id": "7696941454429522701", "main_category": [ "601152-842888" ], "record_type": "SHORT", "revenue": "$93.60k", "sale": 1534, "title": "", "uid": "6829169369835127814", "unit_price": "$61.02", "views": "166.51k" }, { "create_time": "2026/10/13 21:31:15", "duration": "5h 23m", "finish_time": "2026/10/14 02:54:30", "gpm": "$271.29", "handle": "keniabeauty", "id": "7696329811048401694", "main_category": [ "601450-848648" ], "record_type": "SHORT", "revenue": "$86.65k", "sale": 687, "title": "", "uid": "6881075970326905861", "unit_price": "$126.13", "views": "319.41k" }, { "create_time": "2026/10/12 11:07:35", "duration": "13h 54m", "finish_time": "2026/10/13 01:01:58", "gpm": "$293.45", "handle": "dollskill", "id": "7695797620551256862", "main_category": [ "601152-842632" ], "record_type": "SHORT", "revenue": "$81.48k", "sale": 927, "title": "COSTUME BEST SELLERS 👻", "uid": "6688542654832329734", "unit_price": "$87.89", "views": "277.66k" }, { "create_time": "2026/10/15 12:00:56", "duration": "12h 8m", "finish_time": "2026/10/16 00:09:50", "gpm": "$510.09", "handle": "noelyfajas", "id": "7696924835464629022", "main_category": [ "601152-842888" ], "record_type": "SHORT", "revenue": "$78.70k", "sale": 864, "title": "September Stock Sale Mega LIVE!", "uid": "6801519791112897542", "unit_price": "$91.09", "views": "154.29k" }, { "create_time": "2026/10/13 11:04:22", "duration": "13h 56m", "finish_time": "2026/10/14 01:01:05", "gpm": "$324.10", "handle": "dollskill", "id": "7696167960146217759", "main_category": [ "601152-842632" ], "record_type": "SHORT", "revenue": "$78.21k", "sale": 896, "title": "COSTUME BEST SELLERS 🎭", "uid": "6688542654832329734", "unit_price": "$87.29", "views": "241.32k" }, { "create_time": "2026/10/17 17:55:55", "duration": "18h 5m", "finish_time": "2026/10/18 12:01:42", "gpm": "$997.69", "handle": "karaoke3117", "id": "7697758577657694990", "main_category": [ "601450-1086856" ], "record_type": "SHORT", "revenue": "$76.44k", "sale": 1478, "title": "", "uid": "7655893910488810510", "unit_price": "$51.72", "views": "76.61k" } ], "market": "US", "notes": [ "Without a keyword the data source returns only its overall top 10 for the window. Add a keyword to rank more." ], "see_also": "Pass a row's id to live: method=products, sales, history.", "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": "2026-10-18", "start": "2026-10-12" } } } ] }