Gane, the publisher, sells software in Content marketing, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
No positive label carried a quote.
“TikTok adds additional data and regulatory risk for marketers.”Muse Glimmer 30B · Negative question · warning
“should not be your primary video hosting solution”GLM 4.7 FlashX · Negative question · warning
“No real "hosting" for business use—content is tied to the app's ecosystem, limited analytics, and no embedding control.”DeepSeek V4 Flash · Negative question · warning
“should not replace a owned video hosting solution... They offer limited control, analytics, and branding options”MiniMax M2.5 · Negative question · warning
The products named in the same answers as TikTok, over the 33 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 23 | 1 | View → | |
| 21 | 2 | View → | |
| 19 | 13 | View → | |
| 18 | 0 | View → | |
| 14 | 3 | View → | |
| 14 | 0 | View → | |
| 13 | 4 | View → | |
| 13 | 3 | View → | |
| 9 | 0 | View → | |
| 8 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on TikTok's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 25 of the 33 answers that named TikTok and are not a share of its labels.
Seventy-five of the seventy-nine domain citations in answers naming TikTok came from a third party's page. Four were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 2 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 1 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 2 | 2 |
| 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.