Tested

Return Reason Product Page Fixer

Tally returned items by product and return reason from a returns export, compute each product's returned units against units sold by script, and map the top reasons to gaps in the product page text the user pasted, giving page fixes as hypotheses held for approval.

Channels

  • Grok Bot
  • Claude
  • ChatGPT
  • Cursor
  • Any agent

Inputs

  • Rows: product, variant, quantity returned, return reason as recorded, optional comment
  • Units sold per product in the same period
  • Product page text per product: description, size or spec notes, photo list
  • Date range of the export