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How is Lily different from a feed management tool or an agency?

Feed tools move your catalog data and agencies manage your campaigns, but neither improves what the data actually says. Lily Max enriches the product attributes and language those systems depend on, then proves the lift with controlled tests.

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Related FAQs

How is Lily different from AI visibility tools?

Visibility tools tell you where you appear. Lily Max improves the inputs that determine whether AI systems surface your products at all, and ties those improvements back to revenue, not just a score.

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How is Lily different from agentic-commerce-only (ACO) tools?

ACO optimizes agentic surfaces. Lily Max applies the same operating discipline across agentic commerce plus Google, Meta, organic, and onsite, so improvements compound instead of fragmenting per 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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