Top Restaurants in San Francisco

How are these restaurants ranked?

Rankings are based on how often each restaurant 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.

Why is my business not listed for restaurants in San Francisco?

Only businesses that the AI platforms named in their responses appear here. If a business was not mentioned by ChatGPT, Claude, Perplexity, or Gemini for this specific query, it will not show up — even if it is well-known locally.

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.

Does this page recommend or endorse any of these restaurants?

No. The page reports which businesses AI platforms mention in response to a specific question. It does not constitute an endorsement, verification, or recommendation by us.