Quilt vs Grok

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

Grok leads in AI visibility (49 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
Grok logo

Grok

ChallengerAI & Machine Learning

AI Assistant

AI assistant by xAI (Elon Musk); Grok 3 topped reasoning benchmarks in Feb 2025; 1M+ paying subscribers in week one; real-time X post access; distributed via X Premium; xAI valued at $24B.

AI VisibilityBeta
Overall Score
C49
Category Rank
#4 of 4
AI Consensus
59%
Trend
up
Per Platform
ChatGPT
43
Perplexity
49
Gemini
51

About

Grok is the AI assistant developed by xAI, Elon Musk's AI company founded in 2023, and distributed primarily through X (formerly Twitter). Grok launched in November 2023 as an X Premium perk, with the notable differentiator of real-time access to X posts and a less restricted, more direct conversational style. Grok 3, released in February 2025, achieved top scores on the AIME math reasoning benchmark and ARC-AGI test, briefly positioning xAI as a frontier model lab.

Full profile

AI Visibility Head-to-Head

24
Overall Score
49
#1
Category Rank
#4
64
AI Consensus
59
up
Trend
up
34
ChatGPT
43
29
Perplexity
49
24
Gemini
51
20
Claude
42
33
Grok
59

Capabilities & Ecosystem

Capabilities

Only Quilt
Smart Heat Pumps & Virtual Power Plants
Only Grok
AI Assistant
Grok is classified as product (part of xAI).

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