Carma vs Passport

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

AI visibility is closely matched (78 vs 74)
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
Passport logo

Passport

LeaderAutomotive & Transportation

Parking & Mobility Management Software

Passport is the leading mobility management platform for cities and universities; serves 1,000+ municipalities in North America with mobile pay parking, enforcement, and curb management; raised $200M+ including a $90M round.

AI VisibilityBeta
Overall Score
B74
Category Rank
#18 of 114
AI Consensus
76%
Trend
stable
Per Platform
ChatGPT
73
Perplexity
70
Gemini
77

About

Passport is a Charlotte, North Carolina-based mobility software company that provides end-to-end digital management platforms for parking and transportation operations. Its product suite covers mobile pay parking, parking enforcement, digital permitting, payments, and curb management — all integrated into a single platform that gives cities, universities, and private operators centralized data and actionable insights across their mobility assets. More than 1,000 municipalities in North America, including Boston, San Francisco, Charlotte, and Pittsburgh, rely on Passport as their primary operating system for managing public parking and curb access.

Full profile

AI Visibility Head-to-Head

78
Overall Score
74
#12
Category Rank
#18
85
AI Consensus
76
stable
Trend
stable
82
ChatGPT
73
80
Perplexity
70
77
Gemini
77
77
Claude
79
76
Grok
79

Key Details

Category
General
Parking & Mobility Management Software
Tier
Leader
Leader
Entity Type
company
brand

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