Agentic commerce is here. Is your catalog ready for it?

For two decades, retail discovery meant a search box and a results page. A shopper typed a query, scanned ten blue links or a grid of products, and clicked. That era is ending. Shoppers are increasingly asking an AI assistant to do the work: compare options, weigh trade-offs, and sometimes complete the purchase outright.

Agents don't browse. They interpret

An AI shopping agent doesn't experience your beautiful product detail page. It reads structured signals: titles, attributes, descriptions, reviews, and the relationships between them. If those signals are thin or ambiguous, your products are invisible to the agent, no matter how strong the brand.

This is the uncomfortable truth of agentic commerce: the quality of your product intelligence is now the quality of your discovery. The catalog is the interface.

What to do about it

Start by auditing how an agent would interpret your top SKUs. Are the attributes complete? Do descriptions answer the questions shoppers actually ask? Is the language aligned with how people describe the product, not just how merchandisers categorize it? The gap between those two is where most brands lose agentic visibility.

Lily Max exists to close that gap, continuously enriching product intelligence and testing which signals actually lift performance across agentic surfaces, Google, Meta, organic, and onsite. The brands that treat their catalog as a living interface, not a static feed, will own the next decade of discovery.