ReturnScope Studio helps ecommerce consultants and retail operators turn line-level returns CSVs into reviewed reports.

Import and validate your CSV, rank SKUs by recorded refunds, review comment themes and record next actions. Export a reviewed CSV and branded HTML report you can print to PDF.

Includes the complete browser app, CSV template, fictional sample data and report, quick-start instructions, troubleshooting and one-operator commercial license for client reports.

Use desktop Chrome or Edge. Up to 10 MB / 10,000 lines. Each row needs SKU, reason and total line refund; repeated order totals are unsuitable. Currencies stay separate.

Records are processed in your browser. Optional local Hugging Face AI downloads model/runtime files and needs human review. Manual and keyword review remain available. No live Shopify connection, automatic saving, profit-loss calculation or return-rate metric. Save workspace before closing. Screenshots show fictional data.

US$79 once for this edition. No API key required. No app redistribution, consulting or promised updates.