Optibus vs Carma
Side-by-side comparison of AI visibility scores, market position, and capabilities
Optibus is an AI-powered platform for public transit planning and operations; used by 500+ transit agencies across 30+ countries; raised $160M total at $1B+ valuation; AI scheduling cuts operational costs 10-20% while improving service coverage.
About
Optibus is a leading AI-powered platform for public transportation planning and operations, serving over 500 transit agencies across 30+ countries. Founded in 2014 in Tel Aviv by Amos Haggiag and Eitan Shapira, Optibus has built a comprehensive cloud-native solution that replaces manual and legacy scheduling tools used by bus, rail, and paratransit operators. The company raised $160 million across multiple funding rounds, achieving unicorn status, with investors including Bessemer Venture Partners, Insight Partners, and Alibaba.
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.
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.
Key Details
Also Compare
Track AI Visibility in Real Time
Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.