@kyle.s.painter
Llms.txt vehicle-wrap anecdote vs Google's documentation.
There is something real in it. It may still carry a wrong number, and the note says so.
The clip
Your next customer might not search Google. Their AI might. Comment "TXT" 👇 #AISEO #GEO #ChatGPT #SEO #SmallBusiness
The caption, as Kyle Painter | AI & Business wrote it on TikTok
Posted by Kyle Painter | AI & Business on TikTok, July 31, 2026.
Why it is graded that way
One client story: a vehicle-wrap shop added an llms.txt file and got recommended by ChatGPT. No before and after is shown, so there is no way to tell the file did it. It is plausible for ChatGPT, which runs its own crawler. Google says the file is not needed for its AI features. It is cheap to add, so it is one of the Lab’s running tests instead of a guess.
Checked against the original clip and, where it makes a factual claim, against whatever that claim leans on. If I have this wrong, tell me and I will fix the row and say what changed.
Others on seo
← All 119 clips · The claims worth arguing about are on SEO claims, checked and tested.
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