Creator viewpoint comparison

Local SEO / AI citations

A deterministic grouping of public source-backed insight cards. This page compares what creators said without declaring a winner.

Creator Viewpoints

@@tjrobertson52

  • asserts: Yelp is claimed to be heavily cited for local service-business recommendation queries in AI search, sometimes more than Google Business Profiles.

    If you're a local service business, you hate Yelp. That's what I've learned doing SEO for about 100 local service businesses. Yelp is the worst. A lot of businesses have written them off entirely. However, as all search becomes AI search, that's getting har...

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