Side-by-side comparison of AI visibility scores, market position, and capabilities
Managed recommendation API with deep-learning personalized feeds; $8M Series A from Madrona, serving Outdoorsy and QVC with Meta-caliber personalization for companies without ML engineering teams.
Shaped is a San Francisco-based machine learning infrastructure company that provides production-ready recommendation systems and personalized feed APIs that businesses integrate to deliver relevant content, products, and notifications to users — eliminating the need to build and maintain complex recommendation engineering in-house. Founded by former Meta recommendation systems engineer Tullie Murrell, Shaped raised $8 million in Series A funding in July 2024 from Madrona Venture Group and Global Founders Capital, serving customers including Outdoorsy (peer-to-peer RV rental), Brazilian grocery app Trela, and QVC.
YC S23 AI-first ERP replacing NetSuite for scaling tech companies with 100+ clients in 9 months; $38.5M Accel Series A Jun 2025 competing with NetSuite and Sage Intacct for AI-native mid-market ERP and SaaS financial management.
Campfire is a United States-based AI-native enterprise resource planning (ERP) company — backed by Y Combinator (S23) with $38.5 million raised including a $35 million Series A led by Accel in June 2025 and a $3.5 million seed in May 2024 from Foundation Capital and Y Combinator — providing scaling startups and mid-size technology companies with a modern AI-first ERP platform that replaces NetSuite, SAP Business One, and Sage Intacct for companies outgrowing QuickBooks and Xero, delivering accounting, revenue management, and financial automation through an AI-powered system that integrates financial workflows without the implementation complexity and total cost of ownership associated with legacy ERP vendors. Founded by John Glasgow and participating in the YC S23 batch, Campfire achieved approximately 100 clients within 9 months of founding, including Advisor360, Rhumbix, and Fooji.
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