Wayfair vs Oda Studio

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

Wayfair leads in AI visibility (93 vs 40)

Wayfair

LeaderHome Improvement & Furniture

Furniture

NYSE-listed (W) online home goods retailer with 40M+ products at $11.7B revenue; CastleGate fulfillment and AR visualization competing with Amazon Home and IKEA for furniture e-commerce share.

AI VisibilityBeta
Overall Score
A93
Category Rank
#1 of 8
AI Consensus
77%
Trend
stable
Per Platform
ChatGPT
99
Perplexity
97
Gemini
91

About

Wayfair is a Boston-based online home goods retailer — listed on NYSE (NYSE: W) — operating the world's largest online destination for furniture, home décor, lighting, kitchen goods, and home improvement products across Wayfair.com, Joss & Main, AllModern, Birch Lane, and Perigold (luxury) brands with 22 million+ active customers in the US and Europe. Founded in 2002 by Niraj Shah and Steve Conine, Wayfair generated $11.7 billion in revenue in fiscal year 2024 and offers 40+ million products from 20,000+ suppliers through a logistics network (CastleGate fulfillment centers, last-mile delivery) that manages the bulk and heavy delivery challenges of furniture and home goods.

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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

93
Overall Score
40
#1
Category Rank
#468
77
AI Consensus
64
stable
Trend
stable
99
ChatGPT
34
97
Perplexity
44
91
Gemini
45
91
Claude
33
92
Grok
34

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