Notes on getting recommended by AI.

How ChatGPT, Gemini and Google AI Overviews decide which clinics to name, and what you can do about it.

Oct 12, 2026

Which directories matter most when ChatGPT decides which plastic surgery clinic to recommend

Our study found that RealSelf, Google Maps, and the American Society of Plastic Surgeons (ASPS) directories are the ones AI engines rely on the most when choosing which plastic surgeon to recommend. We ran 175 prompts across three AI engines for a total of 2,681 runs.

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Plastic surgery · Cosmetic dentistry · IVF

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