Top Plastic Surgeons in Lyon

How are these plastic surgeons ranked?

Rankings are based on how often each plastic surgeon appears in AI-generated responses across ChatGPT, Claude, Perplexity, and Gemini. The more platforms that mention a business, the higher it ranks. This is not an editorial ranking — it reflects real AI output.

What does "mentioned by X out of 4 platforms" mean?

It means the business was named in X of the 4 AI platforms we queried. For example, "mentioned by 2 out of 4" means two platforms independently recommended that business when asked the same question.

Why do some businesses have the same mention count?

Because multiple businesses can appear on the same number of platforms. When that happens, we use tie-breakers such as the position in each platform's list and how often the business appears in top-3 positions.

Can a business improve its AI visibility?

Yes. AI platforms pull information from public sources — websites, directories, reviews, and structured data. Businesses that invest in their online presence, citations, and content are more likely to appear in AI recommendations.

Why does Claude sometimes show fewer specific businesses?

Claude often provides general advice or suggests directories instead of naming specific businesses. When Claude doesn't name businesses it still counts as a platform analyzed but contributes zero business entries.

What does it mean when a business is mentioned by multiple AI platforms?

It means the same business was independently named by more than one AI platform when asked the same question. Cross-platform agreement is the strongest signal we use when assembling the ranking.