{"example_only":true,"service":"return_reason_analysis","note":"Illustrative output from synthetic product facts; paid results depend on supplied facts.","name":"Marketplace Return Reason Analyzer","marketplace":"amazon_us","input_summary":{"product_name":"Example Brand Insulated Water Bottle","units_sold":1200,"return_line_count":4},"output":{"publish_status":"draft_needs_review","total_return_units":60,"return_rate_percent":5.0,"top_category":"damaged_in_transit","categories":[{"category":"damaged_in_transit","label":"Damaged in transit","units":31,"share_percent":51.67,"example_reasons":["Arrived damaged, lid cracked"],"recommended_actions":["Review protective packaging and drop-test the current pack-out.","Compare damage rates by carrier and by ship-from location before changing packaging."]},{"category":"sizing_fit","label":"Size or fit mismatch","units":18,"share_percent":30.0,"example_reasons":["Wrong size for my cup holder"],"recommended_actions":["Publish measured dimensions per size, not just a size label."]}],"finding_preview":[{"severity":"error","code":"concentrated_return_driver","message":"Damaged in transit accounts for 51.67% of the supplied returned units; work this bucket before the smaller ones."}],"unclassified_reasons":["Buyer did not state a reason"],"safety":"Analysis draft only; buckets come from fixed keyword patterns, not judgement. It reads no returns report, accesses no account, and creates or changes no refund, case, or listing."}}