Google’s AI Max is coming to Shopping. Success won’t just depend on your campaigns. It will increasingly be driven by the quality of your PDPs and product feed.
The org problem you describe at the end is the one that kills most AI Max rollouts before they start — in practice, the feed is owned by the digital team, PDPs are owned by marketing, and structured data is owned by nobody. What we're seeing with larger retail accounts is that the brands getting real uplift from AI Max aren't necessarily those with the biggest budgets; they're the ones that did a feed-PDP alignment audit before flipping the switch, treating the product title, the description, and the on-page content as a single brief rather than three separate workstreams. The Royal Canin numbers (+263% conversions, -73% CPA) are extraordinary and worth unpacking — my hypothesis is that the pet food vertical has unusually high attribute density (breed, life stage, dietary needs) that creates very precise intent matching when Google interprets it semantically, which is a useful benchmark for other high-attribute verticals like beauty or home.
I completely agree. One of the biggest challenges with Product Data and Feed optimisation is ownership. Agencies often need to take the lead, but that's not always straightforward when separate SEO and Paid Media agencies are involved.
If AI Max succeeds, the paid media team will often get the credit because performance improves in the ad platforms. In reality, a large share of the uplift may come from the foundational work done on product data, feed quality, PDP content, and site structure by the SEO team or whoever owns the product catalogue.
The org problem you describe at the end is the one that kills most AI Max rollouts before they start — in practice, the feed is owned by the digital team, PDPs are owned by marketing, and structured data is owned by nobody. What we're seeing with larger retail accounts is that the brands getting real uplift from AI Max aren't necessarily those with the biggest budgets; they're the ones that did a feed-PDP alignment audit before flipping the switch, treating the product title, the description, and the on-page content as a single brief rather than three separate workstreams. The Royal Canin numbers (+263% conversions, -73% CPA) are extraordinary and worth unpacking — my hypothesis is that the pet food vertical has unusually high attribute density (breed, life stage, dietary needs) that creates very precise intent matching when Google interprets it semantically, which is a useful benchmark for other high-attribute verticals like beauty or home.
I completely agree. One of the biggest challenges with Product Data and Feed optimisation is ownership. Agencies often need to take the lead, but that's not always straightforward when separate SEO and Paid Media agencies are involved.
If AI Max succeeds, the paid media team will often get the credit because performance improves in the ad platforms. In reality, a large share of the uplift may come from the foundational work done on product data, feed quality, PDP content, and site structure by the SEO team or whoever owns the product catalogue.