Side-by-side comparison of AI visibility scores, market position, and capabilities
SF unified IoT API connecting 1,000+ smart lock and access device models for property management apps; YC S20 processing 25M monthly operations competing with SmartThings for device-agnostic IoT integration.
Seam is a San Francisco-based unified IoT device API platform enabling developers to connect applications to any smart lock, access control system, thermostat, or connected device through a single normalized API — abstracting the complexity of proprietary device protocols across 1,000+ device models from brands including Schlage, Yale, Kwikset, August, Salto, Avigilon, and Honeywell. Founded in 2020 by Sy Bohy and Dawn Ho and backed by Y Combinator (S20) with undisclosed funding raised, Seam processes 25 million+ monthly operations for 1,000+ companies including property management platforms, vacation rental operators, and smart building applications.
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.
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.
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