Mapping Metrics to Creative Failure Modes: A Diagnostic Guide for Ecommerce Ads
A diagnostic guide that maps specific ad metric patterns (low CTR + stable CVR, high CTR + low CVR, etc.) to specific creative component failures (hook, message, trust, offer, visual), so brands can fix only what's broken rather than replacing entire ads.