Side-by-side comparison of AI visibility scores, market position, and capabilities
New York private equity AI platform automating due diligence, deal data, and fund knowledge management; YC W23 $5M Base10-backed 17-person team competing for PE institutional intelligence automation.
Metal is a New York-based private equity AI company building an institutional intelligence platform for PE firms — automating due diligence research, deal data aggregation, fund knowledge management, and investment analysis workflows through AI agents that transform the data-intensive analytical work of private equity deal teams. Founded in 2023 by Taylor Lowe, James O'Dwyer, and Sergio Prada and backed by Y Combinator (W23) with $5 million raised in September 2025 from Base10 Partners, Metal serves PE firms with a 17-person team building the AI operating system for investment research.
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.
Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.