Most AI-Visible E-commerce 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 online stores, marketplaces, and retail brands.
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AI Visibility for E-commerce
In 2026, AI engines are answering more questions about online stores, marketplaces, and retail brands. When a user asks ChatGPT "what is the best e-commerce 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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