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Eric Deeran says raising ad spend usually increases cost per acquisition, and advertisers wrongly blame the auction. The real culprits are ad decay and audience size. Tweaking bids and audiences barely moves the needle compared to scaling your audience and understanding how ads lose effectiveness over time.

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