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Stop losing money · Leak

Products turned down in Google Shopping

Your bestsellers might be invisible in Google Shopping, and the reason is in a report nobody opens.

Products get disapproved or limited in Google Shopping for reasons like missing GTINs, price mismatches or image problems, and bestsellers can disappear without notice. Connect Merchant Center and Shopify to Claude and ask it to rank disapproved products by 90-day Shopify revenue. Fix the top reasons first, starting with in-stock items.

  1. 1

    Connect

  2. 2

    Ask

    In Merchant Center, list every product that is disapproved or limited, with the reason. Match each one to its Shopify sales over the last 90 days and sort by revenue, so I can see which disapprovals hurt most.

    Paste this into Claude, ChatGPT, Codex or Cursor.

  3. 3

    Act

    Fix the top reasons first (usually missing GTIN, price mismatch or image problems).

What it tends to findExample

38 products turned down, including 4 of the top 10 sellers.

Watch out

Products you've stopped selling don't matter. Filter to items in stock.

Step by step

  1. 01Connect Merchant Center and Shopify read-only, through a Claude connector or MCP server if you have one, or upload a diagnostics report and sales export.
  2. 02Run the prompt to list disapproved or limited products and sort them by Shopify revenue.
  3. 03Filter out products you no longer sell; only in-stock items matter.
  4. 04Fix the top reasons first, usually missing GTIN, price mismatch or image problems.
  5. 05Ask Claude to re-run the check weekly.

Questions

Run these next

Every number on these pages is an illustrative example, not a result from a named store. Read-only access is enough for every check; make any change yourself.

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