NotCo vs Shake Shack

Side-by-side comparison of AI visibility scores, market position, and capabilities

Shake Shack leads in AI visibility (80 vs 52)
NotCo logo

NotCo

GrowthFood, Beverage & AgTech

Plant-Based Foods & AI Food Tech

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.

AI VisibilityBeta
Overall Score
C52
Category Rank
#144 of 301
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
50
Perplexity
47
Gemini
55

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.

Full profile
Shake Shack logo

Shake Shack

LeaderFast Casual & QSR

Burger Chain

Premium fast-casual burger chain with $1.2B system sales; Danny Meyer culinary heritage with humanely raised beef, seasonal shakes, and global licensed expansion.

AI VisibilityBeta
Overall Score
A80
Category Rank
#18 of 301
AI Consensus
76%
Trend
down
Per Platform
ChatGPT
81
Perplexity
75
Gemini
79

About

Shake Shack is a fast-casual burger restaurant chain known for its premium beef burgers, crinkle-cut fries, hand-spun milkshakes, and craft beer, serving approximately 550 locations globally across company-operated and licensed restaurants. Founded in 2001 by restaurateur Danny Meyer in New York City's Madison Square Park and publicly listed on NYSE since 2015, Shake Shack has expanded beyond its New York street food roots to become a global fast-casual brand generating approximately $1.2 billion in annual system sales.

Full profile

AI Visibility Head-to-Head

52
Overall Score
80
#144
Category Rank
#18
82
AI Consensus
76
stable
Trend
down
50
ChatGPT
81
47
Perplexity
75
55
Gemini
79
49
Claude
79
51
Grok
86

Key Details

Category
Plant-Based Foods & AI Food Tech
Burger Chain
Tier
Growth
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only NotCo
Plant-Based Foods & AI Food Tech
Only Shake Shack
Burger Chain
Shake Shack is classified as company.

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