Back to top

    Google unveils asset testing for Performance Max retail campaigns

    Asset testing for retailers lets you split traffic within a campaign to compare feed-only ads against ads with additional creative assets.

    Google released a new help page detailing Asset testing for retailers, a specialized experiment type for Performance Max campaigns that lets you measure the effectiveness of your creative assets.

    What’s new. The new experimental feature tests asset impact within a single PMax campaign:

    • A control group (feed-only) is compared against a treatment group (with added assets).
    • The results are viewable in the Experiment report.

    Split testing without duplicate campaigns. Unlike traditional A/B testing that requires running parallel campaigns, this new feature splits traffic within a single Performance Max campaign:

    • Control group: Shows product feed-only ads.
    • Treatment group: Shows product feed plus additional creative assets.

    This approach eliminates the need to manage duplicate campaigns while providing clear performance comparisons.

    How it works. The experiment divides traffic between the two variations, allowing you to determine whether adding creative assets (like images, videos, and text) improves performance beyond what the product feed alone can deliver.

    You can review results in the dedicated Experiment report section, measuring key metrics like conversions, click-through rates, and return on ad spend between the two groups.

    Pmax Experiment Test Feature

    Why we care. Performance Max campaigns have become central to Google’s advertising ecosystem, particularly for retailers. However, many advertisers struggle to understand how much value their creative assets add beyond automated feed-based ads.

    This experiment feature addresses that uncertainty, giving retailers data-driven insights into whether investing in additional creative assets delivers meaningful performance improvements.

    Go deeper. This launch is part of Google’s broader effort to provide more transparency and control within its automated campaign types, addressing advertiser concerns about the “black box” nature of Performance Max campaigns.

    Google’s new help documentation page. About Performance Max optimization experiments: Asset testing.


    Search Engine Land is owned by Semrush. We remain committed to providing high-quality coverage of marketing topics. Unless otherwise noted, this page’s content was written by either an employee or a paid contractor of Semrush Inc.


    About the Author

    Anu Adegbola
    Anu Adegbola has been Paid Media Editor of Search Engine Land since 2024. She covers paid search, paid social, retail media, video and more.

    In 2008, Anu started her career delivering digital marketing campaigns (mostly but not exclusively Paid Search) by building strategies, maximising ROI, automating repetitive processes and bringing efficiency from every part of marketing departments through inspiring leadership both on agency, client and marketing tech side. Outside editing Search Engine Land article she is the founder of PPC networking event - PPC Live and host of weekly podcast PPC Live The Podcast.
    She is also an international speaker with some of the stages she has presented on being 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.