Which AI model is best for shopping recommendations?

    Updated September 8, 2026

    Answer summary

    The best AI model for shopping depends on the specific needs and goals of the user, such as research, price tracking, or on-site shopping. General-purpose models like ChatGPT and Perplexity excel in different areas, while specialized models like Amazon Rufus and Google Gemini are optimized for specific tasks. The ideal choice also depends on factors like data sources, accuracy, and speed.

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    Where each engine placed them

    #BrandChatGPTGemini logoGeminiPerplexityAI ModeCopilot logoCopilotMentionsBrand Share of VoiceCiteRankCitabilitySentiment
    1CChatGPT-----915% -
    ChatGPT-Gemini-Perplexity-AI Mode-Copilot-
    Mentions 9Brand Share of Voice 15%CiteRank - Citability Sentiment
    2GGGoogle Gemini-----610% -
    ChatGPT-Gemini-Perplexity-AI Mode-Copilot-
    Mentions 6Brand Share of Voice 10%CiteRank - Citability Sentiment
    3PPerplexity-----610% -
    ChatGPT-Gemini-Perplexity-AI Mode-Copilot-
    Mentions 6Brand Share of Voice 10%CiteRank - Citability Sentiment
    4GSGoogle Shopping-----23% -
    ChatGPT-Gemini-Perplexity-AI Mode-Copilot-
    Mentions 2Brand Share of Voice 3%CiteRank - Citability Sentiment
    5ARAmazon Rufus-----35% -
    ChatGPT-Gemini-Perplexity-AI Mode-Copilot-
    Mentions 3Brand Share of Voice 5%CiteRank - Citability Sentiment
    6CClaude-----47% -
    ChatGPT-Gemini-Perplexity-AI Mode-Copilot-
    Mentions 4Brand Share of Voice 7%CiteRank - Citability Sentiment

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