12 min read

Aravind SundarAravind Sundar

The Revenue Signal Problem: Why Most Google Ads Accounts Are Training AI on the Wrong Conversions

Most Google Ads accounts do not have an AI problem, they have a signal problem: Smart Bidding optimizes for whatever conversion action is marked primary, and if that action is weakly tied to revenue, the account scales the wrong outcome efficiently. This piece explains how to audit primary vs. secondary conversion actions, use value-based bidding and offline imports, and align Smart Bidding with real revenue.

The Revenue Signal Problem: Why Most Google Ads Accounts Are Training AI on the Wrong Conversions
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Google Ads Smart Biddingconversion trackingprimary conversion actionsrevenue signallead qualityvalue-based biddingoffline conversion importsenhanced conversions for leads
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