AI shopping assistants answer "what should I buy" from your product data. FeedProof checks how often assistants reading the live web name your store for the questions shoppers ask in your category, next to competitors you pick. It shows who they name instead and the changes most likely to help, then drafts them: titles, descriptions, taxonomy and metafields, each a before-and-after you apply in one click and can revert. Gaps it can't invent become a worklist.

• Visibility: how often AI names your store, next to competitors you pick
• See who AI names instead, and the three changes most likely to help
• AI-drafted titles, descriptions, taxonomy and metafields for your catalog
• Apply a fix in one click; every change keeps its old value to revert
• Gaps it can't invent become a worklist: barcodes, real photos, reviews