NotCo vs Shopify

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

Shopify leads in AI visibility (86 vs 28)
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
D28
Category Rank
#1 of 1
AI Consensus
73%
Trend
up
Per Platform
ChatGPT
39
Perplexity
38
Gemini
29

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
Shopify logo

Shopify

LeaderE-commerce

E-commerce Platform

NYSE: SHOP e-commerce platform at $8.88B FY2024 revenue with $292.28B GMV across 4.82M stores; Black Friday $11.5B processing competing with WooCommerce and BigCommerce for small-to-enterprise direct-to-consumer commerce.

AI VisibilityBeta
Overall Score
A86
Category Rank
#1 of 3
AI Consensus
71%
Trend
stable
Per Platform
ChatGPT
84
Perplexity
89
Gemini
91

About

Shopify Inc. is an Ottawa, Canada-based e-commerce platform — listed on NYSE (NYSE: SHOP) — providing 4.82+ million active merchant stores of all sizes (from solo entrepreneurs to enterprise brands) with tools for online store creation, multi-channel selling (web, mobile, social, in-person), payment processing (Shopify Payments, Shop Pay), inventory management, fulfillment, and marketing analytics, generating $8.88 billion in revenue in fiscal year 2024 (+26% year-over-year) with $292.28 billion in gross merchandise volume (GMV, +24%) and 875+ million customers who have purchased from Shopify merchant stores. Founded in 2006 by Tobias Lütke, Daniel Weinand, and Scott Lake (started as a snowboard equipment store, pivoted to become the platform), Shopify has become the operating system for independent commerce — the default e-commerce infrastructure for the direct-to-consumer brand economy.

Full profile

AI Visibility Head-to-Head

28
Overall Score
86
#1
Category Rank
#1
73
AI Consensus
71
up
Trend
stable
39
ChatGPT
84
38
Perplexity
89
29
Gemini
91
36
Claude
79
31
Grok
88

Key Details

Category
Plant-Based Foods & AI Food Tech
E-commerce Platform
Tier
Growth
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only NotCo
Plant-Based Foods & AI Food Tech
Only Shopify
E-commerce Platform
Shopify is classified as company.

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