Side-by-side comparison of AI visibility scores, market position, and capabilities
$185M valuation; $130M Series E 2021; $68M revenue 2024; 3M students; 900+ institutions; $33-96 pricing; interactive learning platform leader
Top Hat is an education technology platform providing interactive courseware, assessment tools, and student engagement solutions for higher education institutions. The company serves college professors and instructors seeking to enhance classroom engagement and measure student comprehension through digital tools. Top Hat creates value through its interactive textbooks with embedded assessments, real-time polling and discussion features, attendance tracking, gradebook integration, test creation tools, and analytics that help educators create active learning environments and improve student outcomes.
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.