Side-by-side comparison of AI visibility scores, market position, and capabilities
Product attribute AI platform for retail. Founded 2015, Mountain View CA. Raised $52.4M. Drives 8-9 figure revenue uplift for fashion, home, and beauty retailers. Private.
Lily AI is a product intelligence platform founded in 2015 by Purva Gupta (CEO) and Sowmiya Chocka Narayanan, headquartered in Mountain View, California. The company uses AI to automatically generate rich, consumer-centric product attributes for retail catalogs across fashion, home, and beauty verticals, transforming merchant-speak descriptions into the language customers actually use when searching.
AI ecommerce optimization platform from Klevu + Searchspring merger. Backed by PSG. Search, merchandising, personalization. Launched 2025, San Antonio.
Athos Commerce formed January 2025 from merger of Klevu (AI search) and Searchspring (product discovery, est. 2007), backed by PSG. Headquartered in San Antonio. AI-powered site search, merchandising, personalization, feed management, marketplace optimization.
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