Remi vs Oda Studio

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

Oda Studio leads in AI visibility (40 vs 35)

Remi

EmergingHome Improvement & Furniture

General

Digital roofing marketplace connecting homeowners with vetted contractors; $21M Series A with 650% growth and $10.5M revenue competing with Angi for the fragmented home roofing market.

AI VisibilityBeta
Overall Score
D35
Category Rank
#646 of 1167
AI Consensus
58%
Trend
stable
Per Platform
ChatGPT
32
Perplexity
46
Gemini
27

About

Remi is a digital roofing marketplace that connects homeowners with vetted contractors for roofing replacement and repair — digitizing the historically fragmented and opaque roofing industry by providing homeowners with instant quotes, contractor vetting, project management tools, and financing options through a single platform. Founded in 2022 in Lehi, Utah and backed by Y Combinator, Remi raised $21.5 million including a $21 million Series A led by Pelion Venture Partners in August 2024, achieving $10.5 million in revenue in 2024 with 650% growth and 140 employees.\n\nRemi's marketplace workflow allows homeowners to submit their address, receive an AI-generated estimate from aerial and property data, get matched with vetted local roofing contractors, compare proposals, and manage the project through completion — with financing options embedded for homeowners who need to fund emergency or planned roof replacements. Roofing is one of the most significant home expenses ($10,000-30,000) and a market with high consumer anxiety: finding a reliable contractor, avoiding scams, and managing insurance claims are all pain points Remi addresses through its platform approach.\n\nIn 2025, Remi competes in the home improvement marketplace market with Thumbtack (general home services), Angi (formerly Angie's List), GAF (roofing manufacturer with a contractor network), and regional roofing software platforms for the homeowner-contractor matching workflow. The residential roofing market generates $50+ billion annually in the US — it's one of the largest home improvement categories but one of the least digitized. Remi's 650% growth suggests strong product-market fit for the digital roofing marketplace model. The 2025 strategy focuses on expanding the contractor network across more geographic markets, growing the embedded financing product, and adding solar and other rooftop product categories to increase the lifetime value of each homeowner relationship.

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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

35
Overall Score
40
#646
Category Rank
#468
58
AI Consensus
64
stable
Trend
stable
32
ChatGPT
34
46
Perplexity
44
27
Gemini
45
33
Claude
33
34
Grok
34

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