Not all MMM tools are equal: Meridian, Robyn, Orbit, and Prophet explained

Marketing mix modeling (MMM) has shifted from an enterprise luxury to an essential measurement tool.  Tech giants like Google, Meta, and Uber have released powerful open-source MMM frameworks that anyone can use for free.  The challenge is understanding which tool actually solves your problem and which require a PhD in statistics to implement. Open-source MMM […]

Google launches Universal Commerce Protocol for agent-led shopping

Google today unveiled the Universal Commerce Protocol (UCP), an open standard that lets AI agents work across the entire shopping journey, from discovery to purchase to post-sale support. Additionally, Google is introducing new AI tools for retailers, including branded shopping agents and ad formats optimized for AI-driven discovery. About UCP. UCP establishes a shared language […]

Google launches A/B testing for Performance Max assets (Beta)

Advertisers can now compare two sets of assets while keeping “common assets” consistent across both versions. Tests can be set up from the Experiments page under the Assets sub-menu, allowing marketers to see which creative combinations perform best. Google previously launched a similar experiment type for retail campaigns last year, and this expands the capability […]

Google AI Overviews are tested and removed based on engagement

Google shows AI Overviews in Search largely based on whether users engage with them — and removes them when they don’t. That’s according to Robby Stein, Google’s VP of product for Search. In a CNN interview, Stein explained how Google tunes AI-driven results as it expands ads, personalization, and visual search across its experiences. Engagement […]

Microsoft expands search themes in Performance Max to 50

Ahead of a slate of announcements coming next week, Microsoft Advertising says advertisers can now add up to 50 search themes to Performance Max campaigns — a significant increase from previous limits. Why we care. Search themes act as strategic signals that guide Performance Max toward the queries and intent patterns advertisers care most about. […]

Google tests expanded video limits in Performance Max

Advertisers are spotting signs that Google is increasing the number of video assets allowed per Asset Group in Performance Max campaigns — from 5 videos to as many as 15. Why we care. Video is increasingly central to Performance Max performance, but the current five-video cap forces trade-offs. Advertisers often have to choose between formats […]

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