| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Video advertising | Marketing | 2% | 8 of 114 | 35% | 34 | criticized challenger | ▼−4Since September 2026: 7% → 2%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Mobile apps | Marketing | 0% | 27 of 117 | 21% | 14 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Search and social advertising platforms | Marketing | 0% | 34 of 113 | 0% | 5 | under 10 labels · led by Google Ads at 13% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Attribution and marketing mix modeling | Marketing | 0% | 123 of 123 | 100% | 2 | under 10 labels · led by Dreamdata at 27% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Ecommerce marketing | Marketing | 0% | 62 of 115 | 0% | 2 | under 10 labels · led by HubSpot Marketing Hub at 38% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Content marketing platforms | Marketing | 0% | 120 of 135 | 100% | 1 | under 10 labels · led by HubSpot Content Hub at 33% | newNew since September 2026: not ranked then, 0% now. |
| Native and content advertising | Marketing | 0% | 63 of 86 | 0% | 1 | under 10 labels · led by StackAdapt at 41% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Video ads | 7% | 2% | ▼−4Since September 2026: 7% → 2%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 6 → 8 of 114 |
| Mobile apps | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 25 → 27 of 117 |
| Paid ads | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 40 → 34 of 113 |
| Attribution & MMM | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 112 → 123 of 123 |
| Ecommerce marketing | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 102 → 62 of 115 |
| Content marketing | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 120 of 135, unchanged |
| Native ads | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 63 of 86, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 2 | 4 |
| Perplexity Sonar | 1 | 1 | 2 | 1 | 5 |
| Grok 4.20 | 0 | 1 | 2 | 2 | 5 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 3 | 5 |
| Llama 4 Maverick | 0 | 1 | 0 | 1 | 2 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 5 | 8 |
| Kimi K2 | 1 | 2 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 2 | 3 | 0 | 5 |
| MiniMax M2.5 | 0 | 4 | 2 | 1 | 7 |
| GPT-6 Luna | 0 | 1 | 2 | 1 | 4 |
| Muse Glimmer 30B | 0 | 2 | 0 | 1 | 3 |
Verbatim evidence the judge attached to positive labels.
“Start with TikTok Ads if your audience is under 35, or Facebook/Instagram if you need more precise targeting.” Kimi K2 · Video ads · budget prompt · first choice
“Use YouTube or TikTok if you want the largest audience and strong creative engagement.” Perplexity Sonar · Video ads · comparative prompt · first choice
“running video ads directly *on-platform* (e.g., Instagram Reels, TikTok Feed, Facebook Feed) is highly effective” Gemini 3.5 Flash · Video ads · negative prompt · alternative
“TikTok is the cheapest CPM right now, but make sure your audience aligns with the platform's demographics.” MiniMax M2.5 · Video ads · budget prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“The "Trap" to Watch Out For: TikTok Ads ... TikTok is physically too expensive to start with, and you should stick to YouTube or Meta.” Gemini 3.5 Flash · Video ads · budget prompt · hard negative
“avoid broad auto-placement on TikTok/X/LinkedIn video without whitelist testing” Muse Glimmer 30B · Video ads · negative prompt · hard negative
“never use them as the primary source of truth for budget allocation” Gemini 3.5 Flash · Attribution & MMM · negative prompt · hard negative
“Avoid TikTok until $5K+ budget (cheap CPI but volatile).” Grok 4.20 · Mobile apps · budget prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 110 of the 121 answers that named TikTok Ads and are not a share of its labels.
247 of the 272 domain citations in answers naming TikTok Ads came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 492 | 0 | 2024-08-22 | ||
| Podcast or video | 362 | undated | |||
| Case study | 7 | 0 | 2021-05-04 | ||
| Conference or event | 6 | 0 | 2021-04-01 | ||
| Glossary or explainer | 6 | undated | |||
| Report or ebook | 5 | undated |
Every page tiktok.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn
What TikTok Ads's own pages state, read September 28, 2026: tiktok.com/business/en/blog/how-to-optimize-your-tiktok-campaigns, tiktok.com/business/en/blog/how-to-get-started-with-tiktok-ads-manager-your-step-by-step-guide, tiktok.com/business/zh/blog/how-to-get-started-with-tiktok-ads-manager-your-step-by-step-guide, tiktok.com/business/it/blog/how-to-get-started-with-tiktok-ads-manager-your-step-by-step-guide, tiktok.com/business/ko/blog/how-to-get-started-with-tiktok-ads-manager-your-step-by-step-guide. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when TikTok Ads's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as TikTok Ads, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for TikTok Ads by email, built from the raw record of the edition. It shows: