CSV scanner

Product recall screening for messy CSV exports.

Send product rows with headers. CatalogRecall API can map common columns, screen rows, and return a review-oriented result CSV.

Best columns

More identifiers mean cleaner matches.

Product name is required. Brand, category, model, UPC, SKU, lot code, and manufacture date improve review quality.

output columns CSV
row_id,status,top_confidence,matched_fields,source,source_url,recommended_action,warning

Every row should preserve the standard warning that automated matching is not an official determination.

Free pilot

Paste or drop a sample CSV and confirm the detected columns.

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