Bring the facts
Use the CSV template or enter products yourself. Add a current primary product ID list to verify exact matches.
PRODUCT FACTS → SUPPLEMENTAL FEED
Turn merchant-authored Q&A, PDF links and variant details into a reviewed Merchant Center TSV. Check the joins and the formatting before you upload.
A browser workbench by AI Discovery Group. Your facts. Your final review.
PRODUCT 001-CERAMIC
Is the mug dishwasher safe?
ANSWERYes. Place it on the top rack.
A SMALLER JOB, DONE PROPERLY
Use the CSV template or enter products yourself. Add a current primary product ID list to verify exact matches.
Catch incomplete Q&A, malformed document URLs and inconsistent variant groups. Keep every original product ID intact.
Select the attributes you want to update, review the cells, then download a TSV for your Merchant Center supplemental source.
BUILT FOR THE LAST MILE
Answer Feed checks format and consistency. You confirm that the facts are accurate and the document links are public, stable PDFs you have the right to share.
Optional conversational attributes can enrich product data. A valid export does not guarantee Merchant Center acceptance or visibility in AI shopping experiences.
Questions & answersComplete pairs, correct quoting, character limits.
Product documentsUp to five links; URL syntax and public-address checks.
Variant familiesShared titles, consistent option names, distinct combinations.
Browser-first workflowFree preparation and exports stay in your browser. Save a project file to pick up later.
START WITH A REAL EXPORT
Up to 5 products per export
30 days · up to 1,000 products per batch
Paid exports send your product fields for processing; no product-data retention.
AFTER YOUR EXPORT
A supplemental source needs existing primary products and exact matching IDs. It cannot add products on its own.
Google’s data source instructions ↗You supply the product facts. Answer Feed formats and checks them without fetching your store, documents or Merchant Center catalog.
question_and_answer, document_link, item_group_id, item_group_title and variant_option, joined by id. Choose only the columns you intend to update.
Local checks cover the supported formatting rules and supplied facts. Google still evaluates uploaded data. Document content, rights, file size, landing-page agreement and missing siblings require your review.
Free preparation and export happen in this browser. Project downloads are yours to keep. A paid export sends product fields to our server to validate and format the download, without retaining product data.
Rules checked against Google’s conversational attribute guidance on October 13, 2026.