Apex.AI vs Carma

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

Carma leads in AI visibility (78 vs 52)
Apex.AI logo

Apex.AI

ChallengerAutomotive & Transportation

Automotive Safety Software

Apex.AI builds ISO 26262 ASIL-D certified safety software for software-defined vehicles; raised $87.5M; backed by Daimler Truck, LG Electronics, Continental, and Jaguar Land Rover's InMotion Ventures.

AI VisibilityBeta
Overall Score
C52
Category Rank
#59 of 114
AI Consensus
83%
Trend
stable
Per Platform
ChatGPT
48
Perplexity
50
Gemini
54

About

Apex.AI is an international software company that builds safety-certified, developer-friendly software for mobility systems — specifically software-defined vehicles (SDVs) and autonomous systems. Founded by experts in automotive engineering and robotics, Apex.AI''s core products — Apex.OS and Apex.Grace — provide a certified software operating environment built on open standards (ROS 2) that accelerates development of vehicle software while meeting the stringent safety requirements of the automotive industry. Its software has earned ISO 26262 ASIL-D product certification from TÜV Nord, the highest level of automotive software safety certification.

Full profile
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
B78
Category Rank
#12 of 114
AI Consensus
85%
Trend
stable
Per Platform
ChatGPT
82
Perplexity
80
Gemini
77

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.

Full profile

AI Visibility Head-to-Head

52
Overall Score
78
#59
Category Rank
#12
83
AI Consensus
85
stable
Trend
stable
48
ChatGPT
82
50
Perplexity
80
54
Gemini
77
54
Claude
77
54
Grok
76

Key Details

Category
Automotive Safety Software
General
Tier
Challenger
Leader
Entity Type
brand
company

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