Toma vs Roadster

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

Roadster leads in AI visibility (63 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
Roadster logo

Roadster

ChallengerAutomotive Technology

Digital Retail for Dealers

Express Storefront digital retail platform by CDK Global enabling end-to-end online car buying. Originally founded 2013; acquired by CDK for ~$360M in 2021. Embedded at franchise dealers for consumer deal-structuring online.

AI VisibilityBeta
Overall Score
B63
Category Rank
#2 of 2
AI Consensus
65%
Trend
up
Per Platform
ChatGPT
59
Perplexity
70
Gemini
58

About

Roadster is a digital retail platform for automotive dealerships built to enable end-to-end online car buying. Originally founded as an independent startup in 2013 and later acquired by CDK Global in 2021 for approximately $360M, Roadster developed the Express Storefront product—a white-label digital retailing solution that dealers embed on their websites to allow consumers to complete the majority of the car-buying process online. Roadster's acquisition by CDK brought its digital retail capabilities into one of the largest automotive software portfolios in the industry, alongside CDK's DMS, DealerSocket CRM, and Dealer Inspire digital marketing products.\n\nRoadster's Express Storefront lets consumers search inventory, value their trade-in, explore OEM and dealer incentives, build a payment based on real financing terms, select F&I products, and schedule delivery—all without a dealership visit. For the dealer, Roadster provides a deal management interface where staff can review online deals, adjust terms, and communicate with online shoppers before they arrive for delivery. The platform integrates with major DMS systems and lender networks, ensuring that online deal data flows into the dealer's back-office systems without re-keying. OEM programs including Honda, Acura, Porsche, and others have deployed Roadster as an official digital retail solution.\n\nRoadster competes with AutoFi, Modal, and Shift Digital in the digital retailing platform market. Within the CDK Global portfolio, Roadster benefits from integration with DealerSocket CRM and CDK DMS, creating a more connected workflow from online lead to final signed contract. For dealers looking to reduce the time buyers spend in the showroom—particularly on the financing and paperwork steps—Roadster's Express Storefront provides a consumer-friendly online experience that addresses one of the most friction-heavy aspects of the traditional car purchase process.

Full profile

AI Visibility Head-to-Head

40
Overall Score
63
#753
Category Rank
#2
94
AI Consensus
65
up
Trend
up
47
ChatGPT
59
48
Perplexity
70
47
Gemini
58
49
Claude
68
49
Grok
59

Key Details

Category
General
Digital Retail for Dealers
Tier
Emerging
Challenger
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Roadster
Digital Retail for Dealers
Roadster is classified as company.

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