NotCo vs Trimble Ag Software

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

Trimble Ag Software leads in AI visibility (84 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
Trimble Ag Software logo

Trimble Ag Software

LeaderAgriculture

Precision Agriculture

Trimble (NASDAQ: TRMB) precision agriculture software with GPS guidance and variable rate application for farm management; competing with John Deere Operations Center and Climate FieldView for crop data platform.

AI VisibilityBeta
Overall Score
A84
Category Rank
#6 of 301
AI Consensus
80%
Trend
stable
Per Platform
ChatGPT
88
Perplexity
87
Gemini
89

About

Trimble Ag Software is the precision agriculture software division of Trimble Inc. (NASDAQ: TRMB) — a Sunnyvale, California-based positioning and workflow technology company with $3.7 billion in annual revenue — providing farmers, agronomists, and farm managers with field mapping, GPS-guided variable rate application, crop record management, and agronomic analytics that enable data-driven farming decisions across planting, spraying, harvesting, and soil management. Operating under the Trimble Agriculture brand with products including Trimble TMX-2050, Trimble Farmer Core/Pro/Premium, and the Trimble Connected Farm suite, the division serves large-scale crop producers and ag service providers in North America, Europe, and Australia.

Full profile

AI Visibility Head-to-Head

52
Overall Score
84
#144
Category Rank
#6
82
AI Consensus
80
stable
Trend
stable
50
ChatGPT
88
47
Perplexity
87
55
Gemini
89
49
Claude
89
51
Grok
81

Key Details

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

Capabilities & Ecosystem

Capabilities

Only NotCo
Plant-Based Foods & AI Food Tech
Only Trimble Ag Software
Precision Agriculture
Trimble Ag Software is classified as company (part of Trimble Agriculture).

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