check_store_ai_readiness
Check store AI-shopping readiness
Audits a public store homepage (+ robots.txt, sitemap, one sampled product page) and returns a heuristic 0–100 AI-shopping readiness score with the top ≤10 gaps and fixes (schema.org Product/Offer, AI search bots in robots.txt, sitemap, HTTPS, policies). Read-only; no login; does not detect WAF/CDN bot blocking.
Parametersstore_urlrequired
audit_product_page
Audit a product page
Audits one public product page: schema.org Product/Offer (JSON-LD), price/currency/availability coherence with visible text and og:price, GTIN/MPN check digit, images, return/shipping markup, and robots.txt / noindex access for OAI-SearchBot, Googlebot and other AI bots. Cannot verify WAF/User-Agent blocking.
Parametersurlrequired
validate_feed_for_chatgpt
Validate feed for ChatGPT shopping
Fetches a public product feed (XML RSS/Atom, CSV, TSV, JSONL) and checks it against the OpenAI Commerce products feed spec (required: item_id, title, description, url, brand, seller_name, image_url, availability, price; plus GTIN check digit, sale_price, placeholders). Returns % SKUs OK, issue counts and sample issues.
Parametersfeed_urlrequiredseller_name
validate_feed_for_google
Validate feed for Google Shopping
Fetches a public product feed and checks Google Merchant Center required/recommended attributes (id, title, description, link, image_link, availability, price, brand, gtin/mpn/identifier_exists, condition, apparel attributes, product_type…) plus coverage of the May-2026 conversational attributes (question_and_answer, related_product, variant_option, …) as a stub. Returns % SKUs OK + issues.
Parametersfeed_urlrequired
draft_supplemental_feed
Draft supplemental feed (CSV)
Turns structured issues (the `issues` array returned by validate_feed_for_google / validate_feed_for_chatgpt / audit_product_page) into CSV text of suggested corrections (title, gtin, identifier_exists, product_type, availability, price, seller_name, Q&A template columns). Read-only: only returns file content; never writes to Merchant Center or OpenAI. Unknown values are left as TODO — nothing is invented.
Parametersissuesrequiredtargetlanguageinclude_qaseller_name