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What kind of results do customers see?

Outcomes vary by catalog and starting point, but customers typically see meaningful lifts in agentic and paid-channel revenue without proportional increases in ad spend, because the catalog itself does more of the work.

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Related FAQs

How long until I see impact?

Most teams connect their data and launch within days, and begin seeing optimization impact as Lily Max iterates on product intelligence across channels.

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What is Lily Max?

Lily Max is the AI engine behind every Lily product. It builds a unified model of your catalog and demand, then tests which product signals actually lift visibility, conversion, and ROAS, deploying what wins across every channel.

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What is Lily AI?

Lily AI is the company behind Lily Max, the product intelligence platform for AI commerce. Founded in 2015, Lily AI makes retail and brand catalogs legible to the search engines, ad platforms, and AI agents that decide what shoppers see.

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