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Industry · Status at source date: Newsletter archive

Ad Strength shows no correlation with CPA across 3,900 ads

Written by Paid Media Collective
IN BRIEF

An analysis of 3,900 Google ads across 65 accounts found Ad Strength does not correlate with CPA. The grade reflects headline volume, keyword relevance, asset uniqueness, and pinning rather than performance.

Original newsletter image: Ad Strength shows no correlation with CPA across 3,900 ads
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THE COLLECTIVE PERSPECTIVE

Why it matters for advertisers

For you, this means Excellent ratings are not a performance goal, so optimise for results rather than the label.

Perspective from the original PMC newsletter.

Sources & contributor credit

  1. Newsletter coverage · Paid Media Collective newsletter

    Original newsletter text, contributor labels and media for this update.

  2. Source referenced in newsletterLinkedIn

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Attribution evidence and limitations

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Original newsletter text and archive evidence

Ad Strength shows no correlation with CPA across 3,900 ads

An analysis of 3,900 Google ads across 65 accounts found Ad Strength does not correlate with CPA. The grade reflects headline volume, keyword relevance, asset uniqueness, and pinning rather than performance. For you, this means Excellent ratings are not a performance goal, so optimise for results rather than the label.

Source captured . No explicit first-contributor label was provided for this update.

Newsletter coverage (1)Issue 225 · 10 Aug 2026