Measurement and attribution
Build a trustworthy event path before using platform numbers to change spend.
5 focused guides
Each page owns a different decision and links to its closest next steps.
Meta Conversions API setup: verify the signal end to end
Verify a Meta Conversions API implementation from business event to Events Manager without mistaking event volume for reliable measurement.
Read the guide →7 min readMeta Pixel and CAPI deduplication: prove one action stays one event
Diagnose duplicate browser and server conversions by testing shared event names, event IDs, timing and source-system totals in one controlled journey.
Read the guide →6 min readMeta Event Match Quality: improve the signal without chasing a score
Interpret Meta Event Match Quality as a diagnostic of matchable event inputs, then improve coverage without collecting unnecessary customer information.
Read the guide →9 min readMeta Ads vs GA4 attribution: compare systems without forcing equality
Reconcile Meta Ads and GA4 by aligning event definitions, time windows, attribution scope, identity, currency and source-of-truth revenue before optimizing.
Read the guide →8 min readMeta offline conversions: send the CRM outcomes that matter
Design a Meta offline conversion flow around qualified CRM stages, stable identifiers, timely updates and explicit privacy controls instead of raw lead volume.
Read the guide →