TikTok's AI spam test: politics, finance and medical AI video niches

TikTok says it is testing improved systems against accounts that post AI-generated spam in three areas: politics and current events, financial advice, and medical content. If your AI video account works in one of those areas, expect more attention, so keep every claim sourced, every video distinct and the AI use disclosed.

This comes from TikTok's newsroom post Helping people spot and understand AI-generated content, read on 2026-10-07. The page is dated July 10, 2026.

What TikTok wrote

The wording on the page is short. We repeat only what it states.

What the page does not say

It does not list thresholds, post counts or penalties. It does not say that a labeled AI video is treated as spam. Other coverage describes the test as working at the account level, but we did not find that wording on TikTok's own page, so we do not rely on it. Treat the three topics as a signal of where TikTok is looking, not as a ban.

A checklist for those three niches

These are working rules for a team, not TikTok rules.

• One source per claim. Keep a link to the filing, study, label or statement behind every number you say on screen.
• No invented experts or testimonials. An AI presenter may read your script, but the credentials on screen must be real.
• Disclose AI use in the post, using the creator label TikTok provides, and on screen when the video could be taken for real footage.
• Distinct videos. If two clips share most of a script, merge or rewrite them.
• No finance or health advice from an anonymous avatar page. Show the company or person who stands behind it.

Check the script and the file with Sume

Run video inspect with transcribe: true on every file before posting. It returns the transcript text and word timings; the speech-to-text part costs $0.01 per audio minute. Read the transcript against your source list: any sentence with a number, a health claim or a political claim needs a source on your sheet.

Then burn the disclosure line and the source line with video captions cues, so the words on screen are the words you approved. A standalone caption job is $0.20 for a video of up to 60 seconds.

When to hold a video

Hold anything that gives medical, legal or financial advice without a named, qualified person behind it, and anything that shows a real public figure saying words they did not say. For the rules by platform see the disclosure checklist, and for supplements specifically see the supplement ad post.