{ "slug": "do-tiktok-shop-free-samples-pay-off", "title": "Do TikTok Shop Free Samples Pay Off? Creator Conversion by Category", "h1": "Do TikTok Shop free samples pay off? Creator conversion by category", "group": "Creators and commission", "description": "TokConnect Shop Analytics: 37% of creators promoting a top TikTok Shop US product made a sale (30 days to 19 October). By category, price and commission.", "kicker": "Study ยท TikTok Shop US products", "answer": "TokConnect Shop Analytics data on 10,546 top TikTok Shop US products shows that 37% of the creators promoting a product made at least one sale in the 30 days to 19 October 2026 (a creator counts once for each product), so 63% sold nothing. The share falls with price, from 47% under $10 to 25% at $100 and up, and each creator who sold brought in $860 of product revenue.", "stats": [ { "id": "stat-conv", "claim": "TokConnect Shop Analytics finds that 36.6% of the creators promoting 10,546 top TikTok Shop US products made at least one sale; the median product converts 41.2% of its creators (30 days to 19 October 2026)." }, { "id": "stat-none", "claim": "In TokConnect Shop Analytics, 1,765,862 of 2,786,236 creators promoting these products made no sale, 63.4% (a creator counts once for each product, 30 days to 19 October 2026)." }, { "id": "stat-persell", "claim": "TokConnect Shop Analytics puts product revenue at $860 per creator who sold and $315 per creator promoting, about 10 units (estimated, 30 days to 19 October 2026)." }, { "id": "stat-price", "claim": "TokConnect Shop Analytics shows conversion falling from 46.9% of creators under $10 to 24.8% at $100 and up (30 days to 19 October 2026)." }, { "id": "stat-category", "claim": "In TokConnect Shop Analytics, Womenswear & Underwear converts the highest share of creators (44.2%) and Furniture the lowest (24.2%) among 22 ranked categories (30 days to 19 October 2026)." }, { "id": "stat-commission", "claim": "TokConnect Shop Analytics shows products paying 15% or more converting 32.9% of their creators and products paying 10% or less converting 37.0% (30 days to 19 October 2026)." } ], "sections": [ { "id": "spread", "heading": "About a third of the creators promoting a top product make a sale", "text": "TokConnect Shop Analytics, weighted by creators, finds that 36.6% of the 2,786,236 creators promoting these products made a sale; the median product converts 41.2% of its creators. 9.1% of products convert under 20% of their creators and 4.4% convert 80% or more; 33% of products convert half or more. TokConnect's product search takes a creator-conversion filter, so you can list the products above any share you choose.", "chart": { "id": "chart-spread", "type": "vbars", "fmt": "pct1", "title": "Products by share of creators who sold", "caption": "Share of 10,546 top products in each band of creator conversion, 30 days to 19 October 2026.", "items": [ [ "Under 20%", 0.09065048359567608, "956 products" ], [ "20% to 39%", 0.38090271192869335, "4,017 products" ], [ "40% to 59%", 0.36155888488526455, "3,813 products" ], [ "60% to 79%", 0.1232694860610658, "1,300 products" ], [ "80% or more", 0.043618433529300206, "460 products" ] ], "hi": 1, "raw": false }, "table": { "headers": [ "Creators who sold", "Products", "Share of products", "Est. revenue" ], "rows": [ [ "Under 20%", "956", "9.1%", "$81.71M" ], [ "20% to 39%", "4,017", "38.1%", "$351.12M" ], [ "40% to 59%", "3,813", "36.2%", "$328.91M" ], [ "60% to 79%", "1,300", "12.3%", "$88.20M" ], [ "80% or more", "460", "4.4%", "$27.90M" ] ] } }, { "id": "by-category", "heading": "Womenswear & Underwear converts the most creators, Furniture the fewest", "text": "TokConnect Shop Analytics ranks 22 categories with 100 or more products: conversion runs from 24.2% in Furniture to 44.2% in Womenswear & Underwear. The chart shows the 10 categories with the most revenue; the table ranks all 22. Ask TokConnect for the same ranking inside your own subcategory.", "chart": { "id": "chart-category", "type": "hbars", "fmt": "pct", "title": "Creator conversion, biggest categories", "caption": "Share of creators promoting a product who made a sale, in the 10 categories with the most revenue, 30 days to 19 October 2026.", "items": [ [ "Womenswear & Underwear", 0.44198166598256156, "1,762 products" ], [ "Home Supplies", 0.3977470041313478, "471 products" ], [ "Sports & Outdoor", 0.3810513466322605, "669 products" ], [ "Health", 0.3715830607471246, "603 products" ], [ "Shoes", 0.36516613294715156, "457 products" ], [ "Beauty & Personal Care", 0.3544791799488854, "1,855 products" ], [ "Fashion Accessories", 0.35246442371124304, "531 products" ], [ "Phones & Electronics", 0.33940194703607934, "563 products" ], [ "Household Appliances", 0.2923046017419753, "329 products" ], [ "Furniture", 0.24203566069995464, "491 products" ] ] }, "table": { "headers": [ "Category", "Products", "Creators promoting", "Creators who sold", "Revenue per selling creator" ], "rows": [ [ "Womenswear & Underwear", "1,762", "401,985", "44.2%", "$820" ], [ "Toys & Hobbies", "241", "51,957", "41.8%", "$716" ], [ "Tools & Hardware", "257", "31,604", "40.3%", "$1.5K" ], [ "Home Supplies", "471", "116,911", "39.8%", "$682" ], [ "Menswear & Underwear", "383", "53,424", "38.2%", "$1.3K" ], [ "Sports & Outdoor", "669", "129,434", "38.1%", "$1.1K" ], [ "Automotive & Motorcycle", "246", "39,231", "37.7%", "$1.3K" ], [ "Computers & Office Equipment", "148", "28,552", "37.2%", "$988" ], [ "Health", "603", "216,751", "37.2%", "$713" ], [ "Shoes", "457", "98,054", "36.5%", "$968" ], [ "Luggage & Bags", "154", "34,592", "35.6%", "$769" ], [ "Pet Supplies", "167", "30,865", "35.6%", "$1.0K" ], [ "Beauty & Personal Care", "1,855", "901,895", "35.4%", "$611" ], [ "Fashion Accessories", "531", "74,277", "35.2%", "$1.3K" ], [ "Phones & Electronics", "563", "123,367", "33.9%", "$1.1K" ], [ "Home Improvement", "255", "44,983", "33.3%", "$1.2K" ], [ "Kitchenware", "185", "59,083", "32.7%", "$652" ], [ "Textiles & Soft Furnishings", "203", "59,696", "31.5%", "$1.3K" ], [ "Baby & Maternity", "103", "21,858", "30.4%", "$1.1K" ], [ "Household Appliances", "329", "69,691", "29.2%", "$1.9K" ], [ "Food & Beverages", "191", "112,316", "28.7%", "$430" ], [ "Furniture", "491", "57,318", "24.2%", "$2.4K" ] ] } }, { "id": "by-price", "heading": "Products under $10 convert 47% of creators, products at $100 and up 25%", "text": "TokConnect Shop Analytics shows conversion falling at every step up in price: 46.9% under $10, 35.6% at $30 to $50 and 24.8% at $100 and up (rank correlation -0.32). It takes about 40 creators to get 10 who sell at $100 and up, and about 21 under $10. Each creator who sells moves more revenue on the dearer product: $3.0K of product revenue against $400. In TokConnect you can filter any category by price and creator conversion together to see where your price band stands.", "chart": { "id": "chart-price", "type": "vbars", "fmt": "pct1", "title": "Creator conversion by price band", "caption": "Share of creators promoting a product who made a sale, by the product's price band, 30 days to 19 October 2026.", "items": [ [ "Under $10", 0.46900060438222213, "335 products" ], [ "$10 to $20", 0.4126054631053932, "1,981 products" ], [ "$20 to $30", 0.3924737306301728, "2,058 products" ], [ "$30 to $50", 0.3558955460660944, "2,479 products" ], [ "$50 to $100", 0.2941021700374992, "1,932 products" ], [ "$100 and up", 0.24831432891746155, "1,761 products" ] ], "hi": null, "raw": false }, "table": { "headers": [ "Price band", "Creators who sold", "Creators for 10 sellers", "Revenue per selling creator", "Revenue per creator promoting", "Units per creator promoting" ], "rows": [ [ "Under $10", "46.9%", "21", "$400", "$187", "23" ], [ "$10 to $20", "41.3%", "24", "$517", "$213", "14" ], [ "$20 to $30", "39.2%", "25", "$661", "$259", "11" ], [ "$30 to $50", "35.6%", "28", "$853", "$303", "8" ], [ "$50 to $100", "29.4%", "34", "$1.4K", "$417", "6" ], [ "$100 and up", "24.8%", "40", "$3.0K", "$737", "4" ] ] } }, { "id": "by-commission", "heading": "A higher commission does not convert more creators", "text": "In TokConnect Shop Analytics, conversion among products that list a commission runs from 29.5% (Over 20%) to 37.8% (6% to 10%); the rank correlation with the rate is 0.08. Products paying 15% or more convert 32.9%; products paying 10% or less convert 37.0%. Products with no listed commission convert 42.4%. TokConnect lists each product's commission next to its creator count and conversion, so you can set an offer against its peers.", "chart": { "id": "chart-commission", "type": "vbars", "fmt": "pct1", "title": "Creator conversion by commission band", "caption": "Share of creators promoting a product who made a sale, by the product's listed commission, 30 days to 19 October 2026.", "items": [ [ "No commission listed", 0.4240214563713727, "1,631 products" ], [ "1% to 5%", 0.331917901999651, "1,437 products" ], [ "6% to 10%", 0.3778464601161532, "4,392 products" ], [ "11% to 15%", 0.366302961773336, "2,172 products" ], [ "16% to 20%", 0.34415022270390294, "692 products" ], [ "Over 20%", 0.2949703180838182, "222 products" ] ], "hi": null, "raw": false }, "table": { "headers": [ "Commission", "Products", "Creators who sold", "Revenue per selling creator" ], "rows": [ [ "No commission listed", "1,631", "42.4%", "$1.1K" ], [ "1% to 5%", "1,437", "33.2%", "$1.5K" ], [ "6% to 10%", "4,392", "37.8%", "$905" ], [ "11% to 15%", "2,172", "36.6%", "$681" ], [ "16% to 20%", "692", "34.4%", "$601" ], [ "Over 20%", "222", "29.5%", "$526" ] ] } } ], "meaning": [ [ "For brands", "TokConnect Shop Analytics shows about 2.7 creators for every one who sells (37% do). To end up with 10 selling creators, recruit about 27: about 40 at $100 and up, about 21 under $10. A creator promoting brings $315 of product revenue, about 10 units, in 30 days on average, so a sample pays back when your margin on that many units covers its landed cost. These products all sell; a new one with no sales yet should plan for fewer sellers. Before you send, ask TokConnect for the creators who sold a product like yours, with their followers and revenue." ], [ "For affiliates", "TokConnect Shop Analytics shows that asking for a sample does not by itself make a sale: 63% of creators on top products sold nothing. Odds are best where conversion is high, in Womenswear & Underwear (44%) and under $10 (47%), and worst in Furniture (24%) and at $100 and up (25%). Dearer products move more revenue when they do sell: $3.0K per selling creator at $100 and up, $400 under $10. TokConnect lists the products in your niche that convert more than half of their creators, so you can pitch those first." ], [ "For sellers", "Do not buy conversion with commission: TokConnect Shop Analytics has products paying 15% or more converting 33% of creators against 37% at 10% or less. Work back from the sellers you need: divide them by your price band's conversion, which is 39% at $20 to $30 (25 creators per 10 sellers) and 29% at $50 to $100 (34). Ask TokConnect in ChatGPT, Claude or Cursor for your own price band and category." ] ], "faq": [ [ "Do free samples to TikTok Shop creators pay off?", "For some creators, not for most. TokConnect Shop Analytics shows 37% of the creators promoting a top TikTok Shop US product made at least one sale in the 30 days to 19 October 2026 and 63% made none; the average creator promoting brought in $315 of product revenue. TokConnect does not see which creators got a free sample, so this is the sale rate of all creators on a product, the closest public measure of what a sample buys." ], [ "What share of TikTok Shop creators make a sale?", "TokConnect Shop Analytics counts 36.6% of the creators promoting a top product making at least one sale in the 30 days to 19 October 2026; the median product converts 41.2%." ], [ "How many creators should I send samples to?", "TokConnect Shop Analytics puts it at about 27 for every 10 who sell, at the overall rate of 37%. At $100 and up it is about 40, under $10 about 21. A new product with no sales may convert fewer." ], [ "How much does a selling creator bring in?", "TokConnect Shop Analytics estimates $860 of product revenue per creator who sold and $315 per creator promoting, in the 30 days to 19 October 2026. The figure divides all of a product's revenue by its creators, shop tab and brand accounts included, so it overstates the sales one creator made." ], [ "Does a higher commission make more creators sell?", "No. In TokConnect Shop Analytics, products paying 15% or more convert 32.9% of their creators; products paying 10% or less convert 37.0%." ], [ "Which TikTok Shop category converts creators best?", "TokConnect Shop Analytics ranks Womenswear & Underwear first at 44.2% of creators, among 22 categories with 100 or more products. Furniture is lowest at 24.2%." ], [ "What does creator conversion mean here?", "TokConnect Shop Analytics reports, for each product, how many creators promote it and the share of them who made at least one sale in the window. We add the products up by category, price band and commission band. Ask TokConnect in ChatGPT, Claude or Cursor to show the ratio and the creators behind it for any product, in 17 markets." ] ], "method": "TokConnect's product pool holds 10,764 TikTok Shop US products with at least $25K of estimated revenue in 30 days, gathered from TokConnect Shop Analytics with category-name and keyword searches; products the source flags as price-suspect are dropped. 10,546 of them carry the source's creator conversion ratio, the share of the creators promoting a product who made at least one sale in the window (218 were pulled before the ratio was kept and are left out). A product with no sales is never in the pool, so these are ratios for products that already sell, not for every product a brand might send samples for. Creators who sold on a product is its creator count times the ratio, rounded; conversion for a group is all creators who sold over all creators promoting (a creator counts once for each product), with the median product beside it. Revenue per creator who sold divides the product's whole estimated revenue by those creators; the shop tab is 3.5% of the revenue here, and brand accounts are not separated, so the figure overstates the sales one creator made. TokConnect Shop Analytics does not say which creators received a free sample, so the ratio covers every creator on a product, not only sampled ones. Collectibles is not ranked by category because the median product has fewer than 10 creators. Totals are sums over these tracked products, not the size of the market. Pulled 21 October 2026, data to 19 October 2026.", "pool": { "kind": "products", "n": 10546, "revenue": 877839100, "floor": 25000, "dataEnd": "2026-10-19", "retrievedOn": "2026-10-21", "poolN": 10764, "withoutRatio": 218 }, "numbers": { "products": 10546, "poolProducts": 10764, "withoutRatio": 218, "creatorsPromoting": 2786236, "creatorsWhoSold": 1020374, "conversion": 0.3662, "medianProductConversion": 0.4123, "revenuePerSellingCreator": 860, "revenuePerCreatorPromoting": 315, "creatorsForTenSellers": 27, "creatorsPerSeller": 2.7, "creatorsForTenSellersPremium": 40, "creatorsForTenSellersCheap": 21, "unitsPerCreatorPromoting": 10.3, "shopTabShare": 0.0348, "priceRankCorrelation": -0.316, "commissionRankCorrelation": 0.078, "highestCategory": "Womenswear & Underwear", "highestCategoryConversion": 0.442, "lowestCategory": "Furniture", "lowestCategoryConversion": 0.242, "categoriesRanked": 22 }, "csv": { "headers": [ "cut", "group", "products", "creators_promoting", "creators_who_sold", "conversion_pct", "median_product_conversion_pct", "revenue_per_selling_creator_usd", "revenue_per_creator_promoting_usd" ], "rows": [ [ "all", "All top products", 10546, 2786236, 1020374, 36.6, 41.2, 860, 315 ], [ "category", "Womenswear & Underwear", 1762, 401985, 177670, 44.2, 48.1, 820, 363 ], [ "category", "Toys & Hobbies", 241, 51957, 21710, 41.8, 42.7, 716, 299 ], [ "category", "Tools & Hardware", 257, 31604, 12726, 40.3, 44.4, 1517, 611 ], [ "category", "Home Supplies", 471, 116911, 46501, 39.8, 43.1, 682, 271 ], [ "category", "Menswear & Underwear", 383, 53424, 20407, 38.2, 40.6, 1280, 489 ], [ "category", "Sports & Outdoor", 669, 129434, 49321, 38.1, 37.2, 1139, 434 ], [ "category", "Automotive & Motorcycle", 246, 39231, 14772, 37.7, 40.0, 1290, 486 ], [ "category", "Computers & Office Equipment", 148, 28552, 10631, 37.2, 35.3, 988, 368 ], [ "category", "Health", 603, 216751, 80541, 37.2, 44.2, 713, 265 ], [ "category", "Shoes", 457, 98054, 35806, 36.5, 38.1, 968, 354 ], [ "category", "Luggage & Bags", 154, 34592, 12329, 35.6, 36.0, 769, 274 ], [ "category", "Pet Supplies", 167, 30865, 10993, 35.6, 34.8, 1002, 357 ], [ "category", "Beauty & Personal Care", 1855, 901895, 319703, 35.4, 42.7, 611, 216 ], [ "category", "Fashion Accessories", 531, 74277, 26180, 35.2, 40.3, 1312, 462 ], [ "category", "Phones & Electronics", 563, 123367, 41871, 33.9, 37.5, 1128, 383 ], [ "category", "Home Improvement", 255, 44983, 14996, 33.3, 41.5, 1224, 408 ], [ "category", "Kitchenware", 185, 59083, 19332, 32.7, 38.5, 652, 213 ], [ "category", "Textiles & Soft Furnishings", 203, 59696, 18786, 31.5, 34.4, 1267, 399 ], [ "category", "Baby & Maternity", 103, 21858, 6652, 30.4, 30.2, 1102, 335 ], [ "category", "Household Appliances", 329, 69691, 20371, 29.2, 31.3, 1928, 564 ], [ "category", "Food & Beverages", 191, 112316, 32214, 28.7, 41.3, 430, 123 ], [ "category", "Furniture", 491, 57318, 13873, 24.2, 26.2, 2354, 570 ], [ "price", "Under $10", 335, 110857, 51992, 46.9, 52.9, 400, 187 ], [ "price", "$10 to $20", 1981, 686496, 283252, 41.3, 47.6, 517, 213 ], [ "price", "$20 to $30", 2058, 684828, 268777, 39.2, 45.8, 661, 259 ], [ "price", "$30 to $50", 2479, 687078, 244528, 35.6, 41.4, 853, 303 ], [ "price", "$50 to $100", 1932, 406675, 119604, 29.4, 36.8, 1417, 417 ], [ "price", "$100 and up", 1761, 210302, 52221, 24.8, 29.0, 2970, 737 ], [ "commission", "No commission listed", 1631, 247945, 105134, 42.4, 53.3, 1130, 479 ], [ "commission", "1% to 5%", 1437, 223489, 74180, 33.2, 35.4, 1549, 514 ], [ "commission", "6% to 10%", 4392, 1032774, 390230, 37.8, 39.6, 905, 342 ], [ "commission", "11% to 15%", 2172, 810089, 296738, 36.6, 42.0, 681, 249 ], [ "commission", "16% to 20%", 692, 302644, 104155, 34.4, 41.8, 601, 207 ], [ "commission", "Over 20%", 222, 169295, 49937, 29.5, 40.0, 526, 155 ] ] }, "related": [ "how-many-creators-sell-a-typical-tiktok-shop-product", "does-a-higher-commission-sell-more-on-tiktok-shop", "what-commission-do-tiktok-shop-products-pay-affiliates", "which-price-points-sell-most-on-tiktok-shop" ], "ask": "In [my category] on TikTok Shop US, what share of the creators promoting each top product made a sale in the last 30 days, and which products convert more than 50% of their creators?", "adds": [ [ "Conversion in your niche", "In [my category] on TikTok Shop US, what share of the creators promoting each top product made a sale in the last 30 days, and which products convert more than 50% of their creators?" ], [ "Products that convert", "List TikTok Shop US products in [my category] with revenue over $50K in the last 30 days where more than 50% of the creators promoting made a sale, with price and commission." ], [ "Creators who sold", "For the TikTok Shop US product [product link], list the creators who sold it in the last 30 days, with followers and revenue, so I can see who converts." ], [ "Size a sample budget", "For TikTok Shop US [my category] at a price of [my price], how many creators promote a typical top product, what share sell and what does each earn?" ] ], "og": [ [ "37%", "of promoting creators made a sale" ], [ "$860", "revenue per selling creator" ], [ "47% vs 25%", "conversion, under $10 against $100 and up" ] ], "measured": [ "creator conversion", "creators who sold", "revenue per selling creator" ], "dock": [ "In [my category] on TikTok Shop US, what share of the creators promoting each top product made a sale in the last 30 days, and which products convert more than 50% of their creators?", "Do free samples to TikTok Shop creators pay off?", "Which TikTok Shop products convert the most creators?" ], "float": { "text": "Check a product's creator conversion in ChatGPT.", "button": "Check conversion in AI" }, "schema": 1, "retrievedOn": "2026-10-21", "dataEnd": "2026-10-19", "window": { "start": "2026-09-20", "end": "2026-10-19", "days": 30 }, "source": "TokConnect Shop Analytics (TikTok Shop US). Revenue and units are estimates: units follow TikTok's sold counter and revenue is units times the listed price." }