Toma vs Alphabet Inc.

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

Alphabet Inc. leads in AI visibility (91 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
Alphabet Inc. logo

Alphabet Inc.

LeaderCommunications

General

Mountain View AI and digital advertising conglomerate (NASDAQ: GOOGL) $350B FY2024 revenue (+15%); Google Search 90%+ share, Google Cloud $43.2B (+30%), Gemini AI, DOJ monopoly ruling 2024.

AI VisibilityBeta
Overall Score
A91
Category Rank
#14 of 1158
AI Consensus
63%
Trend
stable
Per Platform
ChatGPT
88
Perplexity
99
Gemini
86

About

Alphabet Inc. is a Mountain View, California-based technology conglomerate — publicly traded on the NASDAQ (NASDAQ: GOOGL, GOOG) as an S&P 500 Information Technology component — operating as the holding company for Google (Search, YouTube, Google Ads, Gmail, Google Cloud, Android, Chrome, Maps, Play Store, Workspace), and Other Bets (Waymo autonomous vehicles, DeepMind AI research, Verily life sciences, Wing drone delivery, Google Fiber) through approximately 183,000 full-time employees. In fiscal year 2024, Alphabet reported revenues of $350 billion (+15% year-over-year), with Google Services (Search, YouTube, Google Play, subscriptions) generating $307 billion, Google Cloud generating $43.2 billion (+30%), and Other Bets $2.0 billion, while generating $100 billion in net income — reflecting Alphabet's position as one of the highest-profit companies in history, funded by Google Search's advertising monopoly (processing 8.5+ billion searches daily, commanding 90%+ global search market share). CEO Sundar Pichai has prioritized Alphabet's AI-first transformation: the 2024 launch of Gemini Ultra 1.0, Gemini 1.5 Pro (1 million token context window — largest at launch), and Gemini 2.0 Flash positioned Google as a competitive AI frontier model lab alongside OpenAI, following the ChatGPT disruption that temporarily threatened Google's search advertising dominance in 2023. Google Cloud's Vertex AI platform (enterprise AI model deployment with Gemini, Llama, and third-party models) and Google Distributed Cloud (air-gapped government cloud) compete directly with Microsoft Azure AI and AWS SageMaker for enterprise AI workload contracts. Waymo's commercial robotaxi operations in San Francisco, Phoenix, and Los Angeles (Waymo One — fully driverless rides, generating revenue and operational data) represent Alphabet's highest-upside long-duration investment.

Full profile

AI Visibility Head-to-Head

40
Overall Score
91
#753
Category Rank
#14
94
AI Consensus
63
up
Trend
stable
47
ChatGPT
88
48
Perplexity
99
47
Gemini
86
49
Claude
95
49
Grok
99

Key Details

Category
General
General
Tier
Emerging
Leader
Entity Type
brand
company

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