How Bad Data Corrupts AI Bidding and CAC Performance
How Bad Data Corrupts AI Bidding and CAC Performance  
Podcast: Voices of Search // A Search Engine Optimization (SEO) & Content Marketing Podcast
Published On: Wed Aug 12 2026
Description: Up to 60% of paid clicks provide zero conversion value. Chester Scott, Chief Strategy Officer at Lunio, explains why clicks and ROAS both distort performance measurement and how they corrupt AI bidding decisions. The conversation covers the shift from ROAS to marginal ROAS as a North Star metric, isolating diminishing returns across channels, platforms, and audiences, and protecting automated bidding models from compromised leading indicators that inflate CAC.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.