Toast POS vs Oda Studio

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

Toast POS leads in AI visibility (84 vs 40)

Toast POS

LeaderHospitality

Restaurant POS

Q3 2025 $1.63B revenue (+25.1% YoY); 156K locations powered globally; $2.0B+ ARR (+30% YoY); $159.1B GPV FY2024 (+26% YoY); 97.36% customers from US; restaurant POS leader

AI VisibilityBeta
Overall Score
A84
Category Rank
#1 of 3
AI Consensus
56%
Trend
down
Per Platform
ChatGPT
81
Perplexity
91
Gemini
76

About

Toast POS is a cloud-based restaurant management platform providing point-of-sale systems, online ordering, delivery integration, and operational tools specifically designed for the restaurant industry. The company serves restaurants, bars, cafes, and foodservice establishments seeking integrated technology to manage orders, payments, kitchen operations, and customer engagement. Toast creates value through its all-in-one restaurant platform, hardware designed for restaurant environments, commission-free online ordering, loyalty and marketing tools, real-time reporting and analytics, and seamless integrations that streamline restaurant operations and increase revenue.

Full profile

Oda Studio

EmergingReal Estate & Property Tech

General

US YC W20 AI interior design platform with style preference discovery and room visualization; generating personalized moodboards and shoppable décor matches competing with Houzz for AI-native home design discovery.

AI VisibilityBeta
Overall Score
C40
Category Rank
#468 of 1167
AI Consensus
64%
Trend
stable
Per Platform
ChatGPT
34
Perplexity
44
Gemini
45

About

Oda Studio is a United States-based AI-powered interior design platform — backed by Y Combinator (W20) — providing homebuyers, renters, and design enthusiasts with AI tools to discover their personal design aesthetic, visualize how spaces would look with different furniture and décor, and find matching products from online retailers. Users select style preferences (mid-century modern, bohemian, minimalist, coastal) and color palettes (navy, salmon, olive, beige) and receive AI-generated moodboards and room transformation visuals in seconds — with the platform linking out to purchasable products that match the visualized design. Founded in 2020 and enhanced with more sophisticated AI algorithms in 2024-2025, Oda Studio serves the design discovery and product-matching need that exists in the early stages of home decorating before interior designers are typically engaged.

Full profile

AI Visibility Head-to-Head

84
Overall Score
40
#1
Category Rank
#468
56
AI Consensus
64
down
Trend
stable
81
ChatGPT
34
91
Perplexity
44
76
Gemini
45
89
Claude
33
75
Grok
34

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