Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $50M Series B (2026). Self-serve CTV advertising platform targeting SMBs locked out of premium streaming inventory. CTV is fastest-growing programmatic segment.
Vibe is a self-serve connected television (CTV) advertising platform democratizing access to premium streaming inventory for small and medium-sized businesses. The company raised $50 million in Series B financing in 2026, targeting the fastest-growing segment in programmatic advertising: CTV, which is capturing advertising budget fleeing linear television and social media as audiences shift to streaming.
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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