Google AI Mode Is Live. Your Products Probably Aren't In It.

AI Mode is the default now

Google AI Mode — the AI-generated answer layer that replaced standard search results for a growing share of commercial queries — now surfaces product recommendations inline. A search for "best collagen supplement for joint health" doesn't return ten blue links. It returns a synthesized answer with specific product recommendations embedded.

This is Google's Unified Commerce Protocol (UCP) in action. And most D2C brands have no presence in it.

Why your Google Shopping feed isn't enough

Standard Shopping feed: title, price, image, GTIN, category. Sufficient for Shopping ads and basic Shopping results.

AI Mode requirements: all of the above, plus functional claims structured as attributes, use-case targeting, ingredient and material composition, third-party certifications, and compatibility data.

The gap between what most brands currently submit and what AI Mode needs is significant. Filling it requires understanding both the technical feed requirements and the category-specific attributes your products need.

What AI Mode rewards

Google's AI Mode answers are generated to be helpful and specific. When a user asks about the best supplement for a specific concern, AI Mode needs enough structured data to confidently match your product to that concern.

Vague product descriptions don't give it that confidence. The brands appearing in AI Mode have product data that explicitly answers the implied questions in buyer queries — not as prose, but as structured attributes that Google's systems can parse.

The Google Merchant Center opportunity

Google Merchant Center now has additional attribute fields specifically for AI-readiness: certifications, sustainability claims, product highlights, and structured ingredient and material data. Most brands haven't touched these fields.

Filling them correctly is currently one of the highest-ROI catalog moves available to D2C brands. The competitive window is real — brands that complete these fields now, while most competitors haven't, will have a meaningful head start that compounds as Google's recommendation systems learn from engagement data.

Getting started

Audit your current Merchant Center feed against AI Mode attribute requirements for your category. The gaps are usually concentrated in 6-8 specific fields. Fixing those fields for your top 20 SKUs will produce measurable changes in AI Mode presence within 2-4 weeks.

Vialtry audits Merchant Center feeds against AI Mode requirements automatically. Start at vialtry.com/grader.