QCraft vs Carma

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

Carma leads in AI visibility (77 vs 34)
QCraft logo

QCraft

EmergingAutomotive & Transportation

Full-Stack Autonomous Driving Technology

QCraft is a Beijing-based autonomous driving company founded in 2019 by ex-Waymo engineers, developing full-stack AV solutions for buses and ride-hailing vehicles in complex urban environments; raised over $400M;

AI VisibilityBeta
Overall Score
D34
Category Rank
#113 of 114
AI Consensus
76%
Trend
stable
Per Platform
ChatGPT
29
Perplexity
32
Gemini
33

About

QCraft is a full-stack autonomous driving technology company founded in 2019 and headquartered in Beijing, China, with additional operations in the United States. The company was founded by engineers who previously worked on autonomous vehicle programs at Google/Waymo, bringing deep technical expertise in perception, prediction, planning, and control systems to the Chinese and global AV market. QCraft focuses on complex urban autonomous driving — navigating dense city traffic, mixed road users, and unpredictable environments — with primary applications in autonomous buses and ride-hailing vehicles designed for city deployments.

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Carma logo

Carma

LeaderAutomotive

General

SF commercial fleet repair marketplace with 24-hour turnaround guarantee and 50% price savings; YC W24 $1.4M revenue competing for the $177B US fleet repair market with vetted service center network.

AI VisibilityBeta
Overall Score
B77
Category Rank
#13 of 114
AI Consensus
85%
Trend
stable
Per Platform
ChatGPT
81
Perplexity
79
Gemini
76

About

Carma is a San Francisco-based B2B marketplace for commercial fleet vehicle repair and maintenance — providing fleet operators with same-day repair access, guaranteed 24-hour turnaround commitments, transparent upfront quotes, and a vetted network of service center partners that collectively deliver 50% median price savings and 30% annual cost reduction for fleet maintenance spending. Founded in 2023 and backed by Y Combinator (W24), Carma generated $1.4 million in revenue in 2024 with 9 employees targeting the $177 billion US fleet repair market and $573 billion global fleet repair and maintenance opportunity.

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AI Visibility Head-to-Head

34
Overall Score
77
#113
Category Rank
#13
76
AI Consensus
85
stable
Trend
stable
29
ChatGPT
81
32
Perplexity
79
33
Gemini
76
39
Claude
76
30
Grok
75

Key Details

Category
Full-Stack Autonomous Driving Technology
General
Tier
Emerging
Leader
Entity Type
brand
company

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