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Performance Max built-in A/B testing of visual assets

Google is launching a beta feature that allows advertisers to run systematic A/B tests on creative assets within a single Performance Max legacy group. Marketers can split traffic between two sets of assets and measure performance in a controlled trial.

Why do we care. Smart testing within Performance Max relies heavily on guesswork. Google’s new A/B asset testing brings controlled testing directly to PMax — without running separate campaigns.

How does this work. Advertisers choose one Performance Max campaign and asset group, then define a control asset set (existing creators) and a treatment set (new options). Shared assets can work in both versions. After setting up the traffic split – such as 50/50 – testing continues for several weeks before advertisers use the winning assets.

Tests

Why this helps. Testing within the same asset group isolates the creative impact and reduces noise from campaign structure changes. Controlled classification provides clearer reporting and helps teams make release decisions based on performance data instead of assumptions.

Early studies. Early testing suggests short tests – typically less than three weeks – tend to produce unstable results, especially for low-volume accounts. Running longer and avoiding campaign changes at the same time improves reliability.

Bottom line. Performance Max is getting more and more testable. Marketers can now validate creative decisions with built-in testing instead of relying on trial and error.

It was first seen. A Google Ads expert saw the update and shared his opinion on LinkedIn.


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Anu AdegbolaAnu Adegbola

Anu Adegbola is a former Paid News Editor for Search Engine Land from 2024. You cover paid search, paid social, media marketing, video and more.

In 2008, Anu started his career delivering digital marketing campaigns (mainly but not only Paid Search) by creating strategies, increasing ROI, automating repeatable processes and bringing efficiency to all parts of marketing departments through inspirational leadership both on the agency, client and marketing technology side. Besides editing the article for Search Engine Land he is the founder of the PPC communication event – PPC Live and the host of the program. weekly podcast PPC Live The Podcast.

He is also an international speaker in some of the categories he presented as SMX (US, UK, Munich, Berlin), Friends of Search (Amsterdam, NL), brightonSEO, The Marketing Meetup, HeroConf (PPC Hero), SearchLove, BiddableWorld, SESLondon, PPC Chat Live, AdWorld Experience (Bologna, IT) and more.

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