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Google PMax Gets A/B Asset Testing. Here Is How It Works.

PMax has always been a black box for creative. Asset experiments crack it open.

Filip Ivanković··2 min read
2 min read

Google Ads has launched asset experiments for Performance Max campaigns, giving advertisers the ability to A/B test creative combinations for the first time inside PMax.

The feature, announced on 20 April, uses a control and treatment structure. You select a set of existing assets as your control group, then create or upload a treatment set to test against it. Google splits traffic between the two and reports which combination performs better.

Why it matters

This fills one of the biggest gaps in Performance Max. Since PMax launched, advertisers have had limited visibility into which creative assets drive results. You could see individual asset performance ratings, but you could not run a proper experiment to test whether a new headline, image set or video outperformed your current creative.

Now you can. The experiment runs within a single asset group, which means the audience, bidding and targeting stay constant. The only variable is the creative. That is a clean test.

Google also shipped a channel performance timeline in the same update, giving advertisers a visual breakdown of how each channel (Search, YouTube, Display, Discover, Gmail, Maps) contributed to campaign performance over time. Combined with asset experiments, PMax finally has the transparency tools that serious advertisers have been asking for.

What to do about it

Set up your first asset experiment this week. Pick your highest-spend asset group and test one variable: swap in new headlines, or test a different image set, or try video against static. Run it for at least two weeks to get statistical significance. Use the results to build a creative testing cadence into your PMax workflow.

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Filip Ivanković
Filip IvankovićFounder, New Rebellion

10+ years leading performance marketing across agencies and in-house teams in Australia. Writes about the gap between marketing activity and commercial outcomes, and what it takes to close it.

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