Toma vs Carma

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

Carma leads in AI visibility (89 vs 40)
Toma logo

Toma

EmergingAutomotive

General

SF YC W24 AI voice agents for car dealerships at 7-fig ARR in under 1 year with 100+ dealers and 1M+ calls; $17.5M total ($17M a16z Series A Jun 2025) with Lithia/Cox partnerships competing for automotive dealership AI.

AI VisibilityBeta
Overall Score
C40
Category Rank
#753 of 1158
AI Consensus
94%
Trend
up
Per Platform
ChatGPT
47
Perplexity
48
Gemini
47

About

Toma is a San Francisco-based AI voice agent platform for automotive dealerships — backed by Y Combinator (W24) with $17.5 million in total funding including a $17 million Series A in June 2025 led by Andreessen Horowitz with Y Combinator, Scale Ventures, and angel investor Yossi Levi (Car Dealership Guy) — providing car dealerships with a fully integrated AI software suite that handles inbound and outbound voice calls across service, sales, finance, and IT departments. Surpassing 7-figure ARR in under one year since founding in early 2024, approaching 8-figure ARR, and serving 100+ dealerships across the US with 1 million+ call minutes handled, Toma partners with Lithia Motors and Cox Automotive positioning as the automotive industry's equivalent of Microsoft/OpenAI for dealership voice automation.

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
A89
Category Rank
#6 of 1158
AI Consensus
65%
Trend
stable
Per Platform
ChatGPT
83
Perplexity
93
Gemini
91

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

40
Overall Score
89
#753
Category Rank
#6
94
AI Consensus
65
up
Trend
stable
47
ChatGPT
83
48
Perplexity
93
47
Gemini
91
49
Claude
93
49
Grok
81

Key Details

Category
General
General
Tier
Emerging
Leader
Entity Type
brand
company

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