Do test orders pollute my numbers?

No. MIQAS distinguishes tests from sales in three ways.

• Platform test notifications(like Shopify's Send test notification) are recognized and never counted as real revenue.
• Vendor test payloads, deliveries explicitly flagged as tests by the sending platform, are filtered at the door.
• Duplicates: if the same order arrives twice, from a retry, a re-upload, or a status update, MIQAS keeps exactly one copy, and a re-sent update can enrich the stored order but never erase its details.

Real test purchases you place with real money are real orders; delete them from your platform (refund or cancel) and the connected refund webhook removes them from MIQAS revenue too.