Side-by-side comparison of AI visibility scores, market position, and capabilities
SF AI video advertising platform generating 50K+ videos/month at 80% gross margins for 1.5M creators; YC S21 $3M a16z/Sequoia-backed at $2.1M revenue competing with Runway and Synthesia for performance advertising creative automation.
Affogato AI is a San Francisco-based generative AI video advertising platform — backed by Y Combinator (S21) with $3 million raised from Y Combinator, Andreessen Horowitz, and Sequoia Capital — enabling marketers, e-commerce brands, and content creators to transform text prompts into professional video advertisements in minutes using AI-powered video generation, automated voiceovers, dynamic editing, and brand asset integration, generating $2.1 million in annual revenue with 80% gross margins from 1.5 million creators and businesses producing 50,000+ videos monthly in the $600 billion global digital advertising market. Founded in 2021, Affogato provides end-to-end creative automation for the performance advertising workflows where brands need to produce and test high volumes of creative variants at a speed human production teams cannot match.
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.
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