NotCo vs Subway
Side-by-side comparison of AI visibility scores, market position, and capabilities
AI food tech unicorn using Giuseppe AI to reverse-engineer animal products from plants; ~$335M revenue; $1.5B valuation backed by Jeff Bezos and a16z; strategic joint venture with Kraft Heinz to develop plant-based versions of iconic CPG products.
About
NotCo is a Santiago, Chile-founded food technology company founded in 2015 by Matías Muchnick, Pablo Zamora, and Karim Pichara. The company is best known for its proprietary AI engine, Giuseppe, which analyzes the molecular composition of animal-based foods and identifies optimal plant ingredient combinations to replicate taste, texture, and nutrition. NotCo's consumer brand includes Not Burger, Not Chicken, Not Mayo, Not Milk, and Not Protein.\n\nNotCo has raised $428 million in total funding at a $1.5 billion valuation, backed by investors including Jeff Bezos, Andreessen Horowitz, L Catterton, and Tiger Global. Estimated annual revenue is approximately $335 million. The company has a strategic joint venture with Kraft Heinz to develop plant-based versions of iconic Kraft Heinz products under the NotCo brand, giving it access to mass market retail distribution.\n\nIn 2025, NotCo repositioned itself as a B2B platform business, offering its Concept Quant service — an end-to-end AI-powered product development tool — to CPG brands seeking faster, cheaper food and beverage innovation. This pivot reflects a broader industry shift toward software and AI licensing as a complement to physical product sales in food tech.
Roark Capital-owned global QSR chain with 37,000+ locations in 100+ countries; $9.55B 2023 acquisition with 4,000-unit China expansion deal competing with Jimmy John's and Jersey Mike's for quick-service sandwich market.
About
Subway is a Milford, Connecticut-based quick-service restaurant chain — privately owned since Roark Capital Group's acquisition completed in 2023 for approximately $9.55 billion, making it the largest franchise acquisition in restaurant history — operating 37,000+ locations in 100+ countries and serving customizable submarine sandwiches, salads, wraps, and breakfast items in a build-your-own-sub format that made Subway the world's largest restaurant chain by location count (though it has since been surpassed by McDonald's in some rankings). Founded in 1965 by Fred DeLuca and Peter Buck, Subway's Eat Fresh positioning, $5 Footlong era (2008-2012), and franchise-heavy model enabled global reach that few QSR brands have matched. In 2024, Subway added 1,000+ new global locations and signed a commitment for 4,000 units in mainland China over 20 years.
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