{"id":"ai-shopping-report-2026-08-19","title":"Beseam AI Shopping Report data","description":"Public observations from real shopping questions asked across AI assistants, including which brands each assistant named.","observedOn":"2026-08-19","source":"https://beseam.com/benchmarks","method":"https://beseam.com/benchmarks#method","run":{"askedOn":"2026-08-19","engines":["ChatGPT","Gemini","Google AI Mode"],"questions":15,"answersCompleted":45,"namings":153,"singleEngineOnly":108,"twoEngines":28,"everyEngine":17},"engines":[{"engine":"ChatGPT","answers":15,"namings":125,"soleNamings":84,"silentAnswers":0},{"engine":"Gemini","answers":15,"namings":41,"soleNamings":9,"silentAnswers":2},{"engine":"Google AI Mode","answers":15,"namings":49,"soleNamings":15,"silentAnswers":3}],"questions":[{"slug":"what-are-the-best-noise-cancelling-headphones-under-200","category":"Consumer tech","question":"What are the best noise cancelling headphones under 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