Who does AI recommend in Lahore?
When someone asks ChatGPT for the best clinic, café or caterer in Lahore, a handful of businesses get named and everyone else is invisible. We are asking AI assistants hundreds of real buyer questions across ten categories to find out who gets named, and what they have in common.
Method
For each category we ask ChatGPT, Gemini and Perplexity the questions buyers actually type ("best dentist in DHA Lahore", "affordable caterer for a mehndi"), with live web search on, several times over two weeks. We record every business named and its position.
Then we check the named businesses against the same signals our Site X-ray measures: reviews, Google profile, structured data, clear descriptions and consistent details across the web.
AI answers change from run to run, so we report how often a business is named, not a single ranking.
Categories
Results publish here when the study is complete. Leave your email and we will send the report, plus where your category stands, before it goes public.
Do not want to wait? See how ready your website is for AI assistants right now.
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