Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised Series A led by NewRoad Capital (Jan 2026). $21M total. AI-driven real-time product recommendations and layout for retailers.
Spangle is a Seattle-based AI retail personalization company that provides real-time product recommendations and dynamic catalog layout optimization for online retailers. The company raised a Series A round led by NewRoad Capital in January 2026, with Madrona Venture Group and DNX Ventures also participating, bringing total funding to $21 million.
SF YC W24 AI support agent builder at 80% resolution time reduction and 71% ticket deflection; $500K from a16z/Greylock/YC/Netflix competing with Intercom Fin for customer support AI workflow automation.
Duckie is a San Francisco-based AI customer support platform — backed by Y Combinator (W24) with $500,000 in funding from Y Combinator, Andreessen Horowitz, Greylock, KungHo Fund, Netflix, and 5 additional investors — providing customer support teams with an AI agent builder that translates existing support processes and workflows into predictable, reliable AI automation, achieving 80% reduction in resolution time and 71% ticket deflection for deployed teams. Founded in 2023 and targeting customer support leaders at growth-stage software companies, Duckie enables support teams to deploy AI agents in minutes without engineering dependency.
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