Check if a product feed is ready for AI shopping (ChatGPT, Gemini, AI Mode): score, gaps, fixes.
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Explain what a gap from scan_product_feed means, why AI shopping assistants need that data, and how to fix it with evidence the merchant already owns. Call with no argument to get the full checklist.
Issue key from scan_product_feed, e.g. no_specs, thin_desc, llm_unanswerable. Omit for all.
Explain what a gap from scan_product_feed means, why AI shopping assistants need that data, and how to fix it with evidence the merchant already owns. Call with no argument to get the full checklist.
| Argument | Type | Description |
|---|---|---|
| issue_key | string | Issue key from scan_product_feed, e.g. no_specs, thin_desc, llm_unanswerable. Omit for all. |
{
"type": "object",
"properties": {
"issue_key": {
"type": "string",
"description": "Issue key from scan_product_feed, e.g. no_specs, thin_desc, llm_unanswerable. Omit for all."
}
}
}List the main AI shopping surfaces and how product data reaches each one (e.g. Google Merchant Center for Gemini / AI Mode / Shopping; ChatGPT merchant program). Overview only, not a list of live integrations.
No arguments.
{
"type": "object",
"properties": {}
}Fetch a public product feed once and score how well AI shopping assistants can understand it (0-100). Returns the biggest gaps (share of products affected), sample shopper questions AI could not answer from the feed, the thinnest products, and a link to fix the gaps. Accepts Google Merchant / Facebook catalog XML, CSV, TSV, or a Shopify store URL. Takes 20-60 seconds. Only summary results are stored.
| Argument | Type | Description |
|---|---|---|
| locale | string | Language for shopper questions and labels (default en). |
| feed_url* | string | Public URL of the product feed or Shopify store, e.g. https://example.com/feed.xml or https://shop.example.com |
{
"type": "object",
"required": [
"feed_url"
],
"properties": {
"locale": {
"enum": [
"en",
"zh-TW"
],
"type": "string",
"description": "Language for shopper questions and labels (default en)."
},
"feed_url": {
"type": "string",
"description": "Public URL of the product feed or Shopify store, e.g. https://example.com/feed.xml or https://shop.example.com"
}
}
}