# TikTok: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 4 judge labels across 2 categories by 4 of 14 models. Page: https://hr-ai-index.com/vendors/tiktok/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Frontline employee apps | 0% | 99 | 100% | 2 |
| Job advertising and distribution | 0% | 106 | 100% | 2 |

## And against it

- "scammers use platforms like Facebook, Instagram, TikTok, WhatsApp, and Telegram to promote fake opportunities" (Claude Haiku 4.5, Job advertising)
- "Recruitment scams on social media (Facebook, Instagram, and TikTok) have surged." (Gemini 3.5 Flash, Job advertising)
- "Many employers still restrict or ban it on company devices and networks" (Kimi K2, Frontline employee apps)
- "Often have data privacy concerns and may not be approved for work use" (GLM 4.7 FlashX, Frontline employee apps)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Frontline employee apps: 0% to 0%, ±0. New · not ranked in September 2026 · rank 99 of 106.
- Job advertising and distribution: 0% to 0%, ±0. Inside the floor by 13 points · rank 82 → 106 of 111.

## In its own words

What TikTok's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Make Your Day (https://tiktok.com/)
- For: marketers and advertisers (https://www.tiktok.com/business/en/inspiration/planswell-308)
- Customers named: Virgin Voyages, Hormel Foods, TapNation: Golf Orbit, Bravestars, Target, Kleinanzeigen, a&o Hostels, Duolingo

## What it publishes

Every page tiktok.com exposes, read 2026-09-29: 5561 addresses. By kind, pages and the last 90 days:

- blog: 492 pages, 0 in the last 90 days, latest 2024-08-22
- case study: 7 pages, 0 in the last 90 days, latest 2021-05-04
- conference or event: 6 pages, 0 in the last 90 days, latest 2021-04-01
- report or ebook: 5 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 6 pages, 0 in the last 90 days, latest undated
- podcast or video: 362 pages, 0 in the last 90 days, latest undated
- Recent: 2024-08-22 blog: Small business marketing tiktok ultimate guide https://www.tiktok.com/business/en/blog/small-business-marketing-tiktok-ultimate-guide
- Recent: 2024-03-05 blog: Why bidding matters https://www.tiktok.com/business/en/blog/why-bidding-matters
- Recent: 2021-10-29 blog: Back to school 2021 marketing tips win sales tiktok https://www.tiktok.com/business/en/blog/back-to-school-2021-marketing-tips-win-sales-tiktok
- Recent: 2021-10-18 blog: Branded hashtag challenge harness the power of participation https://www.tiktok.com/business/en/blog/branded-hashtag-challenge-harness-the-power-of-participation
- Recent: 2021-10-13 blog: Get creative 6 storytelling frameworks https://www.tiktok.com/business/en/blog/get-creative-6-storytelling-frameworks
- Recent: 2021-10-08 blog: Tiktok creative ultimate guide https://www.tiktok.com/business/en/blog/tiktok-creative-ultimate-guide

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, October 2026 Edition, hr-ai-index.com.