dbt Labs vs Oda Studio

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

dbt Labs leads in AI visibility (59 vs 40)

dbt Labs

ChallengerData & Analytics

Data Transformation

Oct 2025: Announced all-stock merger with Fivetran; Tristan Handy to become co-founder/president; Jan 2025: Acquired SDF

AI VisibilityBeta
Overall Score
C59
Category Rank
#1 of 2
AI Consensus
53%
Trend
stable
Per Platform
ChatGPT
50
Perplexity
69
Gemini
58

About

dbt Labs develops dbt (data build tool), an open-source software platform that enables data analysts and engineers to transform data in their warehouses using SQL-based modeling and version control. The company serves analytics teams and data professionals seeking to apply software engineering best practices to data transformation workflows. dbt delivers value through its modular approach to data modeling, built-in testing and documentation capabilities, version control integration with Git, and dbt Cloud offering that provides scheduling, observability, and collaboration features for production data pipelines.

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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

59
Overall Score
40
#1
Category Rank
#468
53
AI Consensus
64
stable
Trend
stable
50
ChatGPT
34
69
Perplexity
44
58
Gemini
45
50
Claude
33
55
Grok
34

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