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AI models Startups

3 case studies with real revenue and traction data from ai models startups.

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Cal AIby Zach Yedegar

Cal AI is an AI-powered calorie tracking app built by 18-year-old Zach Yedegar and three co-founders. Launched in May 2024, it generates approximately $24M in annualized revenue (with $2M in the most recent month), making it one of the fastest-growing consumer apps. The team grew through strategic paid influencer partnerships on Instagram and TikTok, achieving 90% AI accuracy on nutritional scanning while bootstrapping the entire operation with capital from Zach's previous venture.

SaaSpaid-adssubscriptionvia My First Million
Captionsby Gorav Misra

Captions is an AI-powered video creation platform founded by Gorav Misra, a former design engineering lead at Snap. The app enables anyone to generate and edit talking videos with AI, democratizing video creation for non-professionals. With over 10 million users and $100M+ in funding, Captions achieved viral growth by shipping innovative features like AI eye contact correction and maintaining a unique product development methodology where every engineer ships a marketable feature weekly.

SaaSviralsubscriptionvia Lennys Podcast
Yeti Databy Victor Sherba

Yeti Data is an enterprise SaaS platform that creates a virtual data warehouse unifying customer touchpoints and providing AI-driven actionable insights. Founded by Victor Sherba in 2014 with $1.5M in convertible note funding, the company spent 2-3 years in deep development before launching go-to-market efforts in earnest last year. With less than half a dozen customers paying $250K-$500K annually, Yeti Data is approaching $1M ARR and seeking a Series A at a $15-20M pre-money valuation.

SaaSenterprise-direct-salessubscriptionvia Nathan Latka Podcast

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