Side-by-side comparison of AI visibility scores, market position, and capabilities
SF CNAPP with runtime intelligence for 90% false positive reduction; $180M total ($100M Craft Ventures/TCV Series A Dec 2024 at $900M valuation) serving 200+ enterprises including Peloton and Bill competing with Wiz for cloud security.
Upwind is a San Francisco-based cloud-native application protection platform (CNAPP) — backed with $180 million in total funding including a $100 million Series A extension in December 2024 led by Craft Ventures with TCV and Alta Park Capital at a $900 million valuation, following an $80 million seed round — providing enterprise security teams with runtime-powered cloud security that combines cloud security posture management (CSPM), workload protection, vulnerability management, identity security, and container security by correlating live workload runtime activity with configuration and vulnerability context to eliminate the false positive noise that plagues legacy cloud security tools. Serving 200+ enterprise customers including Peloton, Bill, Fiverr, and Agoda with 4,000% year-over-year revenue growth, Upwind claims 90% false positive reduction versus traditional CNAPP tools. Founded in 2022 by Amiram Shachar and team from Spot.io (acquired by NetApp for $450 million).
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.