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    TEST MODE
    Industry playbook

    Generative Engine Optimization for E-commerce

    AI shopping recommendations now influence 23% of online purchases over $50. ChatGPT, Gemini and Grok all surface product picks — being recommended is the new shelf placement.

    Top AI queries in E-commerce

    • "best [product category] under [price]"
    • "[product type] for [use case]"
    • "gift ideas for [persona]"
    • "alternatives to [popular brand]"
    • "sustainable [product]"

    Primary AI engines for E-commerce

    ChatGPT
    Gemini
    Grok
    AI Overviews

    Industry-specific challenges

    • !Product feeds (Google Merchant) influence Gemini but not ChatGPT
    • !Brand mentions on Reddit drive 2.4x more AI citations than press
    • !Seasonal recency — AI engines penalize stale stock pages

    Winning tactics

    1. 1Add Product schema with reviews, GTIN, price and availability
    2. 2Build curated 'best of' guides on your blog (AI engines love them)
    3. 3Earn mentions in subreddit communities for your category
    4. 4Maintain an active social presence — Grok weights this heavily
    5. 5Use HowTo schema for usage and care guides

    FAQ — E-commerce GEO

    Does AI replace SEO for e-commerce?

    No — it adds a layer. Product pages still need classic SEO; you also need 'best of' guides and social citations to win AI shopping placements.

    GEO playbooks for other industries

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