Quilt vs KoBold Metals

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

KoBold Metals leads in AI visibility (94 vs 24)
Quilt logo

Quilt

EmergingClimate Tech

Smart Heat Pumps & Virtual Power Plants

Raised $20M Series B (Dec 2025) led by Energy Impact Partners and Galvanize Climate Solutions. ~1,000 units across 16 US states and 5 Canadian provinces. OTA software updates. Apple/Tesla/Nest design pedigree.

AI VisibilityBeta
Overall Score
D24
Category Rank
#1 of 1
AI Consensus
64%
Trend
up
Per Platform
ChatGPT
34
Perplexity
29
Gemini
24

About

Quilt makes premium whole-home heat pumps designed by alumni of Apple, Tesla, and Nest — applying consumer hardware product excellence to HVAC systems that have historically been designed by mechanical engineers with minimal user experience investment. The company raised $20 million in Series B financing in December 2025, led by Energy Impact Partners and Galvanize Climate Solutions, with approximately 1,000 units installed across 16 US states and 5 Canadian provinces.

Full profile
KoBold Metals logo

KoBold Metals

LeaderClimate & Energy Tech

AI-Driven Mining & Exploration

AI mineral exploration startup raised $537M Series C at $2.96B valuation in Jan 2025; discovered major Zambian copper deposit; 60 projects across 4 continents

AI VisibilityBeta
Overall Score
A94
Category Rank
#1 of 1
AI Consensus
72%
Trend
up
Per Platform
ChatGPT
90
Perplexity
99
Gemini
99

About

KoBold Metals was founded in 2018 with a mission to accelerate the discovery of critical minerals needed for the clean energy transition — copper, cobalt, nickel, and lithium — using AI to find deposits that conventional exploration methods have missed. The company applies machine learning to vast and heterogeneous geological datasets, including historical drill records, geophysical surveys, satellite imagery, and geochemical data, to build predictive models that identify where high-grade deposits are most likely to occur. KoBold's scientific approach was shaped by its research collaboration with prominent academic geoscientists and has been validated by discoveries in the field.\n\nKoBold operates across more than 60 exploration projects spanning four continents, including active programs in Zambia, Australia, Canada, and the United States. Its most significant milestone to date is the discovery of a major copper deposit in Zambia — one of the largest new copper discoveries in decades — which drew global attention to the company's model-driven approach. KoBold partners with major mining companies and sovereign wealth funds, providing both exploration intelligence and co-investment structures that reduce risk for capital partners while enabling KoBold to advance a diversified project portfolio.\n\nKoBold Metals raised a $537 million Series C at a $2.96 billion valuation in January 2025, backed by investors including Bill Gates, Jeff Bezos, and institutional mining capital. The round reflects both the quality of its asset portfolio and investor conviction that AI-driven mineral exploration will be a structural advantage in a market where conventional exploration productivity has declined for decades. As the energy transition creates sustained demand for battery and grid materials, KoBold's ability to discover more deposits faster positions it as critical supply-side infrastructure for decarbonization.

Full profile

AI Visibility Head-to-Head

24
Overall Score
94
#1
Category Rank
#1
64
AI Consensus
72
up
Trend
up
34
ChatGPT
90
29
Perplexity
99
24
Gemini
99
20
Claude
97
33
Grok
90

Key Details

Category
Smart Heat Pumps & Virtual Power Plants
AI-Driven Mining & Exploration
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Quilt
Smart Heat Pumps & Virtual Power Plants
Only KoBold Metals
AI-Driven Mining & Exploration
KoBold Metals is classified as company.

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