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Directory · E-commerce

Lily AI

Product attributes platform that uses AI to enrich retail catalogs with customer-centric language for search and discovery.

PaidLily AI · 🇺🇸 United States

Best for

Retail catalogs improving on-site search and demand forecasting

More e-commerce tools

Algolia

E-commerce · Algolia · United States

Freemium

Search-as-a-service platform with AI ranking, semantic search, and recommendations widely used for e-commerce catalogs.

Best for

Developers adding fast, relevant product search to storefronts

Bloomreach

E-commerce · Bloomreach · United States

Paid

E-commerce personalization suite spanning AI-powered product search, merchandising, and marketing automation.

Best for

Mid-market and enterprise retailers unifying search and marketing

Constructor

E-commerce · Constructor · United States

Paid

Product search and discovery platform for e-commerce built on AI ranking that optimizes results for revenue and conversions.

Best for

Large retailers replacing legacy search with revenue-optimized AI search

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