Products · AI shopping visibility

    See which products AI recommends.Know what to improve.

    Your customers are asking AI what to buy. See whether your products make the shortlist, who appears alongside them, and what AI gets right or wrong about your catalog.

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    Inside a ChatGPT shopping answer

    Captured ChatGPT shopping answer with Skechers and New Balance product images and recommendations.
    Products overview showing separate ChatGPT shopping and Google AI Mode recommendation visibility and image-led products in focus.
    Actual Products interface in light mode. Illustrative demo catalog and results.

    Your catalog. Your questions. A clearer next move.

    Follow a product from recommendation to answer evidence to a specific improvement. Each view helps you answer a different business question.

    Which of my products make the shortlist?

    Choose the products that matter to your store. See recommendation visibility for ChatGPT shopping and Google AI Mode side by side, then open a product to inspect its trend and supporting answers.

    Prioritize the products that need a closer look.

    PatagoniaPatagoniaYour store14 tracked products Latest completed run
    ProductChatGPT shoppingGoogle AI ModeMovementNext review
    3 of 14 products Recommendations stay separate by platform.

    Competitors

    Who appears alongside my products or instead of them?

    Explore the merchants and products captured in the same shopping answers. Open a merchant to see its observed products, or start from one of your own products to investigate alternatives and possible matches.

    Illustrative shopping answer with recommendations, three product images, prices and captured seller context.
    See the captured products and sellers behind the comparison.

    Start with the products you care about.

    1. 01

      Bring in your storefront pages

      Discover public product and category pages, or import their URLs. Review the catalog and choose what to track.

    2. 02

      Shape your buying questions

      Assign products to categories, review suggested questions and add your own. Approve facts explicitly before using them to assess claims.

    3. 03

      Monitor, investigate, improve

      Review results by platform, inspect the answers and use Improvements to guide page changes and verification.

    Is AI describing my products correctly?

    Black hooded outdoor jacket, isolated on a transparent background
    What AI says“Made from cotton” Contradicted
    Your approved factsMaterial: Wool Verified product fact

    Review the claim. Read the evidence.

    Catch misleading descriptions before you write another brief.

    What should my team work on next?

    Green trail shoe, isolated on a transparent background
    Needs attention

    Know what
    to improve.

    1. 01
      Find the issue

      Missing product identifiers

    2. 02
      Follow page guidance

      Review what to change

    3. 03
      Recheck the page

      Confirm the fix

    From finding to verified fix.

    Turn an observation into a focused action.

    A few things worth knowing.

    Products monitors ChatGPT shopping and Google AI Mode. Their recommendation results and samples stay separate, so you can see how each platform represents your catalog.

    No. Some answers contain product recommendations in text only. You can read those answers and inspect mentions and descriptions. Cards, sellers, images and prices are shown only when captured.

    The current workflow imports public storefront pages. It does not require Shopify OAuth or access to private inventory, orders or sales data. You review which products and categories are tracked.

    No. It shows that a seller appeared in a captured shopping answer. It is useful evidence for investigation, not revenue attribution, market share or proof of a lost sale.

    Yes. Add public category-page URLs, assign tracked products to categories, and create or edit the questions you monitor. Changes are reviewed before saving; saving does not start a capture.

    Products supports ecommerce storefronts. Choose the products to track in your workspace. Monitoring and page checks retain their own plan allowances.

    Know what AI says about your store.

    See the products, questions and evidence your team needs to make its next ecommerce decision.

    Talk to us about Products

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