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.
San Francisco subscription billing platform at $15B annual payment volume/100M+ subscribers; $1.3B revenue recovered in 2024 with Prive/Redfast acquisitions and Compass AI suite; $39.
Recurly is a San Francisco, California-based subscription billing and revenue management platform — backed with $39.2 million in total funding — providing digital media, streaming, SaaS, publishing, education, and consumer goods companies including Sling, Twitch, BarkBox, FabFitFun, Paramount, Lucid, and Sprout Social with subscription lifecycle management that processes $15 billion in annual payment volume across 100 million+ active subscribers and recovered $1.3 billion in customer revenues through payment retry and dunning tools in 2024. In 2024, Recurly appointed Joe Rohrlich (formerly CEO of Top Hat and Chief Revenue Officer at Bazaarvoice) as CEO for the next growth phase, and acquired Prive (Shopify-first subscription management) and Redfast (subscriber engagement and retention tools) to create the first subscription management suite integrating billing, payments, analytics, real-time engagement, and e-commerce subscriptions. Recurly Compass (AI-driven analytics and insights suite) launched in 2024. Founded September 2009 by Isaac Hall, Dan Burkhart, and Tim Van Loan.
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