ShelfSignal

Can AI shopping agents find your products?

Shoppers now ask ChatGPT, Claude, Gemini, and Meta Muse what to buy. Check whether they can read your store, and what to fix first.

About 10 seconds, no sign-up. Works with Shopify, WooCommerce, and most online stores.

Reading your store

example-oats.com
62/100
Partly visible
Shopify store48 products read
  • Unblock ChatGPT and Claude in robots.txt+7 pts
  • State size (oz, ct) on 71% of products+7 pts
  • Add UPC barcodes to product data+3 pts
Example result. Yours lists your own fixes, biggest first.
/100
AI agent readiness

Which assistants can read your store

Fix these first

    See every check

    Product pages we read

    Want these fixed? I clean up product catalogs so AI assistants can read and recommend them.

    This scores readiness, not ranking. No one outside these companies knows exactly how each assistant picks products. Readiness is the part you control.

    What the check reads, and what each part is worth

    Four things decide whether an AI assistant can recommend a product: whether it's allowed in, whether it can read the product page, whether the catalog answers shoppers' questions, and whether it can find every product.

    AreaWhat we look atPoints
    AccessYour robots.txt, for 7 assistantsChatGPT, Claude, Gemini, Meta AI, Perplexity, Copilot, Apple Intelligence25
    Product pagesStructured product dataProduct type, price and stock, brand, UPC/GTIN barcode20
    CatalogUp to 100 productsDescriptions of 150+ characters, size stated, ingredients or dietary claims, product type, tags, SKUs45
    DiscoveryHow assistants find productsAn llms.txt file and a sitemap10

    Then measure it in your Amazon and Shopify sales

    For brands selling on both, a weekly report built from your Amazon Brand Analytics search data and your Shopify orders.

    • Where shoppers drop off: seen, clicked, added to cart, bought.
    • Competitors winning clicks they can't convert.
    • Orders arriving from AI assistants, week by week.
    • Whether each listing change moved sales, against your other products.
    How it works · example with sample data

    1. 1 · Amazon search

      A shopper searches for your product type

      barista oat milk

      61,204 searches a week

    2. 2 · Your funnel

      Brand Analytics shows where they leave

      Seen20%
      Clicked21%
      Carted13%
      Bought12%

      Your share of all shoppers at each step. They click, then leave before the cart.

    3. 3 · The fix

      We change what the page is missing

      • Ingredients as text, not an image
      • Price per fl oz in the title
      • Foam test photo in slot 2

      Logged with its date, so we can judge it later.

    4. 4 · Weekly report

      Cart share, 4 weeks later

      19% from 13%

      +6 points against your other products over the same weeks.

    Illustrative example with sample data, not a client result.

    Selling on Amazon and Shopify? Ask for a sample report on your own data.