Measurement
Check pixel/CAPI changes and attribution settings before comparing periods.
Checklist
Use this before changing budgets from a dashboard headline. It forces the account, attribution, product, and inventory context into the same review.
Check pixel/CAPI changes and attribution settings before comparing periods.
Review campaign, ad-set, ad, and creative evidence without assuming each layer proves incremental revenue.
Validate the promoted products, Shopify outcomes, and inventory readiness.
Mark each item pass, investigate, or unavailable.