SEM
Who Audits the Verdict the Machine Produced?
My own Google Ads engine compared a bid step against the wrong window. Google's auto-apply rewrote a target CPA before dawn. Both had a rationale. Neither had evidence.
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My own Google Ads engine compared a bid step against the wrong window. Google's auto-apply rewrote a target CPA before dawn. Both had a rationale. Neither had evidence.
Language targeting is going away too. As the control levers close, what actually gains value? Four real cases: measurement accuracy, causal discipline, and keeping ads aligned with business reality.