Treat Yelp and AI Visibility as a question about proof, not as a package you buy from an agency.
The job
Give a human one page they can check. Give a model one file they can finish. Do not sell the slot in an answer engine. Nobody owns that slot.
What not to buy
A pack that promises first place in ChatGPT. A directory upsell to unlock a logo. A Wikidata item for a firm that will not pass notability. Those are expensive ways to stay invisible.
How AI Verified treats this
Reviews can be bought. A review site is not a company register. We may cite a profile URL on Gold when the owner supplies it. We do not treat stars as identity.
What we will not claim
We will not claim this page ranks you in an overview. We will not claim a hash is a government act. We will not invent a Wikipedia page so the article looks longer.
Start with why this exists, check a name on the registry, or run a free check.