Paid promotion brings in at least 65% of top-video revenue on TikTok Shop on 15.5% of the views

1. Introduction

Brands selling on TikTok Shop face a basic allocation question: how much of the revenue behind the platform's top-selling videos is bought, and how much is earned. The answer shapes budgets, creator briefs and which categories a founder can realistically enter without a sustained ad budget. It also matters to creators, whose best-performing videos may be the ones a brand chooses to put spend behind.

Prior work warns that the returns to advertising are hard to measure from observational data, because ad spend is targeted at products and content already likely to sell [1]. Attention online is also long-tailed, and early popularity predicts later popularity [2], which makes it plausible that spend follows winners rather than creates them. We therefore describe how paid and organic revenue are distributed and how paid and organic winners differ, without claiming that promotion causes the sales we observe.

We ask three questions: what share of top-video revenue and views came with paid promotion, overall and by category; what return on ad spend paid videos report; and how organic winners compare with paid ones on revenue per view, engagement and age.

2. Data

The window runs from 3 September to 2 October 2026. We tracked 16,541 videos across 29 categories; the paid-share analysis rests on 14,200 top-selling videos observed over 27,185 video-weeks. For each video-week we recorded revenue, views, the share of each that came from paid promotion, estimated return on ad spend for paid weeks, likes, shares and video age. Category breakdowns are reported for 25 categories with between 622 and 1,473 video-weeks each.

Separately, our AI analyst watched and analysed 3,895 videos in depth, recording among other things the opening hook. Of these, 3,458 had a known ad status: 2,959 ran as ads and 498 were organic. These in-depth analyses underpin the sales-per-view comparisons by ad status and hook.

The sample covers top-selling videos only, in a single 30-day window. It says nothing about the many videos that did not sell, and the window is too short to separate seasonal effects from lasting patterns.

Daily rankings of top-selling TikTok Shop videos in the US were collected from several independent sources and merged into one record per video. Where sources overlap, their sales estimates are cross-checked against each other, and videos whose estimates disagree by more than half are flagged. An AI analyst watched each video and recorded its opening, format, angle, production style, use of AI, hook source, length, pacing, what appears in the first second and how it is presented (people on screen, voice-over, setting, UGC or studio feel), without seeing how the video sold. Sales per view is a video group’s revenue per view divided by the market’s, shrunk toward the average for small groups, with 90% ranges. Weekly figures for the top-selling TikTok Shop videos in the US were collected from commercial data providers: each video’s estimated revenue, views and engagement in each week it ranked, the share of its revenue and views that came from paid promotion (reported per video and top-coded at 80%), its estimated return on ad spend and its publish date. One row is one video in one week (a video-week). This paper covers 2026-09-03 to 2026-10-02: 16,541 videos tracked, 3,895 of them watched and analysed.

3. Methods

Paid share. Each top-selling video's weekly revenue and views carry the share that came from paid promotion, reported per video and top-coded at 80%. Market and category shares weight videos by their revenue (or views). Because any video-week above 80% paid is recorded at 80%, and 53.8% of video-weeks hit that ceiling, all aggregate paid shares are lower bounds. Video-weeks are grouped into four bands: organic (under 10% paid), mixed (10–50%), mostly paid (50–80%) and paid-led (80% or more, the top-coded group).

Return on ad spend. ROAS is estimated revenue per dollar of ad spend, summarised by its median and middle half (25th to 75th percentile) across paid video-weeks. A ROAS of 1 means revenue equalled spend. Whether a given ROAS is profitable depends on margins, fees and commissions we do not observe, and observational ROAS is known to be an unreliable guide to the incremental effect of advertising [1].

Sales per view. For the in-depth sample, a group's revenue per view is divided by the market's, so 1 is the market average. Small groups are shrunk toward the average by empirical Bayes [3], and we report 90% intervals on the log scale. Hook comparisons are made within ad status: each hook is indexed against the average among videos that ran as ads, or among organic videos.

4. Results: most top-video revenue is paid, most views are not

Weighted by revenue, at least 65.4% of top-video revenue came with paid promotion, while at least 15.5% of views did. Paid-led video-weeks (80% or more paid) made up 53.8% of video-weeks and 60.7% of revenue; mostly paid weeks (50–80%) another 19.7% of weeks and 21.7% of revenue. Organic weeks were 20.6% of video-weeks but 12.9% of revenue, and mixed weeks 5.8% and 4.7%.

The gap between the revenue and view shares means paid promotion is concentrated where revenue is: paid views are a small slice of attention but sit on the videos that sell most. Paid video-weeks reported a median ROAS of 2.42, with a middle half of 1.99 to 2.87; 25.4% of paid video-weeks reported a ROAS under 2. Medians were similar across paid bands (2.36 mixed, 2.47 mostly paid, 2.41 paid-led).

5. Results: organic winners convert as well per view but sell less per week

Organic winners earned $16.58 per 1,000 views, against $15.51 for paid-led and $16.93 for mostly paid video-weeks, so revenue per view was broadly flat across bands. In the in-depth sample the same holds: videos that ran as ads sold at 1.00× the market's sales per view (90% range 0.97–1.03) and organic videos at 1.02× (0.94–1.11), with ads accounting for 89.1% of sales among the 3,458 videos with known status.

Where organic and paid winners differ is scale and engagement. Median weekly revenue was $1,825 for organic weeks against $3,653 for paid-led weeks, about half. Organic winners drew 116.6 likes and 13.2 shares per 1,000 views, against 30.2 and 4.0 for paid-led weeks, roughly 3.9× the likes and 3.3× the shares. Median age was 12 days for organic and 14 for paid-led videos, with mostly paid videos youngest at 8 days.

Opening hooks show a consistent pattern in both groups. Among ads, price or deal openers sold at 1.62× the ad average (1.44–1.82, 168 videos) and bold claims at 1.28× (1.19–1.37, 451 videos), while going straight into the demo sold at 0.90× (0.82–1.00). Among organic videos, price or deal sold at 1.62× (1.23–2.13, 36 videos) and bold claims at 1.46× (1.20–1.77, 71 videos); organic hook groups are small and their ranges wide.

6. Results: paid share and return on ad spend vary by category

The paid share of revenue ranged from 49.3% in Food & Beverages to 71.7% in Household Appliances, with Beauty & Personal Care (71%), Health (69.8%), Textiles & Soft Furnishings (69.4%) and Automotive & Motorcycle (69.2%) close behind. Food & Beverages also had the largest organic presence, with 33.4% of its video-weeks organic, followed by Fashion Accessories (28%), Kids' Fashion (26%) and Luggage & Bags (25.5%). Household Appliances had the fewest organic weeks (7.2%). Paid view shares were highest in Shoes (35.7%) and Health (31%).

Median ROAS was highest in Womenswear & Underwear (3.08, middle half 2.73–3.34), Menswear & Underwear (3.04, 2.72–3.32) and Beauty & Personal Care (2.89, 2.27–3.31). It was lowest in Baby & Maternity (1.94, 1.63–2.26) and Jewelry Accessories & Derivatives (1.98, 1.65–2.36), followed by Luggage & Bags (2.18), Furniture and Kitchenware (both 2.21).

The organic-versus-paid revenue per view comparison flips by category. Organic winners earned more per 1,000 views in Phones & Electronics ($20.51 vs $11.09), Household Appliances ($42.12 vs $30.35) and Automotive & Motorcycle ($15.08 vs $9.36). Paid-led weeks earned more in Baby & Maternity ($19.99 vs $8.79), Sports & Outdoor ($18.85 vs $14.37) and Fashion Accessories ($15.19 vs $11.42). Some organic cells are small (for example 7.2% of 705 weeks in Household Appliances), so these gaps should be read as indicative.

7. Discussion

For brands, the headline is that TikTok Shop's top sellers are overwhelmingly promoted: at least two-thirds of top-video revenue came with paid promotion, and because over half of video-weeks hit the 80% ceiling, the true share is likely higher. Yet paid promotion is not associated with better conversion per view. Paid and organic winners sold at almost identical rates per view, which is consistent with spend being used to scale videos that already convert, rather than to rescue weak ones.

This reading fits prior work on advertising measurement [1] and on popularity dynamics [2]: spend is likely allocated to content showing early traction, so paid winners would look strong partly because they were selected. The higher likes and shares per view of organic winners may reflect that organic reach is itself earned through engagement, while paid views reach less engaged audiences. An alternative is that organic winners are a selected group of unusually strong videos that sold without spend, and that comparable videos given spend would sell more in total but engage less per view.

Reported ROAS should be read with care. A median of 2.42 is revenue, not profit; after product cost, platform fees and creator commission, a quarter of paid video-weeks below 2 may well lose money. Category ROAS differences (about 3 in apparel and Beauty & Personal Care, under 2 in Baby & Maternity and Jewelry) may reflect price points, margins, competition for ad inventory or audience intent rather than ad effectiveness.

Finally, the hook pattern is consistent across paid and organic: openers leading with price or a deal, or a bold claim, sold at higher rates per view than the group average. The organic estimates rest on few videos, and hooks were not assigned at random, so product type and price likely confound these comparisons.

8. What this means for brands and founders

• Budget for paid reach: across top-selling videos at least 65% of revenue came with paid promotion, rising to about 72% in Household Appliances and 71% in Beauty & Personal Care.
• Check ROAS against your margin before scaling: the median paid week reported 2.42 revenue per ad dollar and a quarter reported under 2, which may not cover product cost, fees and commission.
• Put spend behind videos that already convert: paid and organic winners sold at about the same rate per view (1.00× vs 1.02× the market), so paid promotion was associated with more scale, not better conversion.
• Test price-or-deal and bold-claim openers: among ads they sold at 1.62× and 1.28× the ad average per view, while going straight into the demo sold at 0.90×.
• If you are entering with little ad budget, look first at Food & Beverages, Fashion Accessories and Kids' Fashion, where 26–33% of top video-weeks were organic and paid shares of revenue were 49–57%.

9. Limitations

Most videos in the sample are top-ranked, so findings mostly separate strong sellers from good ones rather than from all videos; typical and weak videos are being added. Video figures cover top-selling videos only. Paid shares are reported per video and top-coded at 80%, so they are lower bounds; ad spend and margins are not observed, so a reported return on ad spend says nothing about profit. Results are associations, not causes. Paid promotion, creator audience size and product price are not fully controlled for. Revenue, views and sales are estimates, not figures reported by TikTok. Paid shares are top-coded at 80% per video and 53.8% of video-weeks sit at that ceiling, so all aggregate paid shares are lower bounds. ROAS is an estimated, observational figure and says nothing about incremental sales or profit; we do not observe margins, fees or commissions. The window is 30 days, so seasonal effects cannot be separated from lasting patterns. Only top-selling videos are included. Category tables cover 25 of the 29 categories. Several hook groups among organic videos have fewer than 40 videos and wide intervals, and some organic category cells are small.

10. Conclusion

In a 30-day window of TikTok Shop's top-selling videos, paid promotion accounted for at least 65.4% of revenue on at least 15.5% of views, with a median reported ROAS of 2.42. Paid and organic winners converted at similar rates per view; paid-led winners sold about twice as much per week, and organic winners engaged about four times as much per view.

The category spread is wide enough to matter for planning: Food & Beverages leaned least on paid revenue, Household Appliances and Beauty & Personal Care most, and ROAS ranged from under 2 to above 3. These are lower-bound, observational estimates from one short window of top sellers only; repeating the analysis over longer windows and with margin data would show whether the patterns hold and which paid weeks were profitable.