Your Shopify Store Can Be Selling While GA4 Is Wrong — I Built a Tool to Check

Description and use

ConversionGuard identified discrepancies between Shopify orders and GA4 purchase events, enabling the store owner to correct attribution gaps and improve measurement accuracy.

Problem

Shopify orders and Google Ads conversions were not aligning, raising doubts about attribution accuracy and potential data loss or duplication.

Outcome

ConversionGuard identified discrepancies between Shopify orders and GA4 purchase events, enabling the store owner to correct attribution gaps and improve measurement accuracy.

Workflow

• Export Shopify orders as CSV (sanitized).
• Export GA4 purchase events as CSV.
• Run ConversionGuard to compare transaction IDs, values, and currencies.
• Review flagged issues: missing records, duplicates, mismatches, or orphan conversions.
• Adjust tracking or data flows based on findings.