Automat vs Oda Studio

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

Oda Studio leads in AI visibility (40 vs 21)

Automat

EmergingInfrastructure

IT Operations

US YC W23 AI-enabled RPA with ChatGPT computer vision; $19.25M total ($15.5M Series A Nov 2025, $3.75M Initialized/Khosla seed) automating banking/insurance legacy workflows competing with UiPath and Automation Anywhere for AI-native modern RPA.

AI VisibilityBeta
Overall Score
D21
Category Rank
#31 of 68
AI Consensus
70%
Trend
stable
Per Platform
ChatGPT
22
Perplexity
18
Gemini
30

About

Automat is a United States-based AI-enabled robotic process automation (RPA) platform — backed by Y Combinator (W23) with $19.25 million in total funding including a $3.75 million seed from Initialized Capital, Khosla Ventures, and Y Combinator, plus a $15.5 million Series A in November 2025 — providing enterprises in banking, financial services, and insurance with AI agents that automate computer-based workflows using ChatGPT-powered computer vision and natural language instructions, positioning as the intelligent modern alternative to legacy RPA tools (UiPath, Automation Anywhere, Blue Prism) that require brittle script-based automation for every workflow variation. Founded in 2023, Automat targets the legacy software replacement opportunity across industries where 30+ year-old mainframe and desktop applications are still required for daily operations.

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

21
Overall Score
40
#31
Category Rank
#468
70
AI Consensus
64
stable
Trend
stable
22
ChatGPT
34
18
Perplexity
44
30
Gemini
45
28
Claude
33
28
Grok
34

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