Works with common columns: invoice number, customer/vendor, amount, currency, date, status, provider, plus origin/converted amount and currency fields. Limit: 5,000 rows.

Shows the highest-signal duplicate, billing anomaly, and currency conversion anomaly patterns first. Free scans are rate-limited; CSV rows are not uploaded.

Download sample CSV

Choose a CSV, then run the pre-scan.

Run a pre-scan

Choose a CSV export from Stripe, PayPal, bookkeeping software, or a spreadsheet. A summary appears after parsing.

90-100Strong duplicate signal. Review before paying.
70-89Likely duplicate pattern. Compare source records.
40-69Weak signal. Use as a cleanup prompt.