Weekly reports on how ChatGPT, Claude, Perplexity, and Gemini actually recommend real businesses. Probed live. No opinions — just the numbers.
How ChatGPT, Claude, Perplexity, and Gemini recommend Airbnb / hotel / motel properties across US tourism markets.
Lodging operators, OTA growth teams, GEO researchers.
For each market (city × industry), we probe four AI engines with 15 hand-curated holiday/shopper search queries. Engine coverage = the % of queries that returned a specific named business (not a refusal or generic link). Rank movement compares the earliest and latest snapshot inside each report's trailing window. Each weekly URL is frozen — the numbers you see today will be the numbers there in five years.