Local Business AI Visibility Rankings
Every day, we query ChatGPT (GPT-4o), Claude (Sonnet 4.5), Gemini (2.5 Flash), and Grok (4) with searches like "best burgers in Brooklyn" or "top pizza in Manhattan."
We calculate scores based on mention frequency (40%), average ranking position (30%), and recommendation rate (30%). Higher scores mean better AI visibility.
We distinguish between explicit recommendations ("I recommend Emily") vs casual mentions ("Emily is popular"). Only explicit recommendations count toward this metric.
Track 7-day and 30-day changes to see which businesses are rising or falling in AI search. Identify momentum shifts before they impact foot traffic.