Oxa vs Carma

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

Carma leads in AI visibility (77 vs 52)
Oxa logo

Oxa

ChallengerAutomotive & Transportation

Industrial Autonomous Vehicle Software

Raised $103M in a Series D first close in March 2026 backed by NVIDIA NVentures, the UK National Wealth Fund, and bp Ventures, deploying its Oxa Driver software across ports, airports, and logistics yards for DHL and BP.

AI VisibilityBeta
Overall Score
C52
Category Rank
#73 of 114
AI Consensus
72%
Trend
stable
Per Platform
ChatGPT
46
Perplexity
47
Gemini
49

About

Oxa (formerly Oxbotica) is an Oxford-based autonomous vehicle software company that develops the Oxa Driver platform — an industrial autonomy stack for heavy vehicles operating in constrained, high-repetition environments such as ports, airports, warehouses, and solar farms. Rather than chasing consumer robotaxis, Oxa focuses on commercially viable industrial automation where fixed routes and controlled environments accelerate deployment. Total funding exceeds $250M from backers including bp, Temasek, and now NVIDIA.

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
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.

Full profile

AI Visibility Head-to-Head

52
Overall Score
77
#73
Category Rank
#13
72
AI Consensus
85
stable
Trend
stable
46
ChatGPT
81
47
Perplexity
79
49
Gemini
76
57
Claude
76
53
Grok
75

Key Details

Category
Industrial Autonomous Vehicle Software
General
Tier
Challenger
Leader
Entity Type
brand
company

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