Most AI-Visible Local businesses in 2026
Ranked by Generative Share of Voice — how often each site is cited when users ask ChatGPT, Perplexity, Claude, or Google AI questions about local services, restaurants, and physical stores.
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AI Visibility for Local businesses
In 2026, AI engines are answering more questions about local services, restaurants, and physical stores. When a user asks ChatGPT "what is the best local businesses for X?" or Perplexity summarises options in your category, the sites at the top of this leaderboard are the ones being cited.
The Generative Share of Voice (gSOV) score measures what percentage of relevant AI queries include a citation to that site. A score of 70 means the site appears in 7 out of 10 relevant AI answers. Scores are verified against live ChatGPT, Perplexity, Claude, and Google AIO queries.
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