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In the wild

AI Search Visibility

Checks whether AI assistants and search results recommend you for buyer questions—and who they name instead.

Pairs with SEO & AEO Desk: run a fixed set of buyer prompts across answer surfaces, score recommended/cited/mentioned/absent, and turn movement into a weekly brief with one named action. Drafts only—never posts without your yes.

What to take from it

Start from real buyer questions, not vanity brand queries.
Require quoted sentences and source links on every claim.
Use the weekly brief as input to content work—not as auto-publish.