Shopify order reconciliation for orders, refunds, and payouts

E-commerce operators and finance teams comparing Shopify orders to payouts or accounting exports.

Teams comparing files exported from banks, ERPs, CRMs, payment processors, marketplaces, or spreadsheets.

Excel-heavy users who want less formula maintenance and a clearer review output.

Shopify reconciliation often means matching order IDs, refund rows, payout IDs, and fees across multiple exports.

Users usually add helper columns, normalize text and dates, run XLOOKUP or SUMIFS, then filter the remaining exceptions.

The workbook becomes harder to hand off when logic is hidden across copied formulas, pivot tables, or Power Query steps.

Payout timing, fees, refunds, and multi-order settlements make a simple lookup produce noisy exceptions.

Duplicate keys, timing differences, messy descriptions, and gross-vs-net amounts create false exceptions.

Grouped or fuzzy matches are difficult to document when every reviewer sees a different workbook view.

FireLookup supports Shopify-style order and payout comparisons with matched, unmatched, and grouped review output.

FireLookup keeps source files unchanged, lets you select matching rules, and separates matched from unmatched rows.

Exact, fuzzy, one-to-many, and many-to-many matching options help when the files are not simple one-row lookups.