Floyd vs Oda Studio

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

Oda Studio leads in AI visibility (40 vs 23)

Floyd

EmergingHome Improvement & Furniture

Furniture

Detroit DTC furniture brand with modular, tool-free assembly and lifetime warranty for urban renters; Scandinavian-inspired minimalism competing with Article and Burrow for design-forward apartment furniture.

AI VisibilityBeta
Overall Score
D23
Category Rank
#6 of 8
AI Consensus
72%
Trend
stable
Per Platform
ChatGPT
31
Perplexity
29
Gemini
21

About

Floyd is a Detroit-based direct-to-consumer furniture brand specializing in modular, tool-free assembly furniture with minimalist Scandinavian-inspired aesthetics and sustainable materials — offering platform beds, sofas, sectionals, shelving systems, desks, and dining tables designed for easy disassembly and reassembly for the modern renter or urban dweller who moves frequently. Founded in 2014 and backed by venture investors, Floyd has built a loyal following among design-conscious millennials who prioritize quality, longevity, and functionality over disposable flat-pack furniture.

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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

23
Overall Score
40
#6
Category Rank
#468
72
AI Consensus
64
stable
Trend
stable
31
ChatGPT
34
29
Perplexity
44
21
Gemini
45
21
Claude
33
23
Grok
34

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