
Venture with Grace Karen Ng, HubSpot EVP Product on AI Agents, AEO & the Future of GTM
Nov 16, 2025
Karen Ng, Executive Vice President of Product at HubSpot, shares her extensive experience from Google and Microsoft, highlighting the importance of AI in go-to-market strategies. She discusses the concept of AI Engine Optimization (AEO), contrasting it with traditional SEO and explaining its implications for businesses. Karen emphasizes the significance of human-led channels for authenticity and AEO performance, while introducing HubSpot’s innovative loop marketing framework for adapting to AI advancements. She also advises startups on product-market fit and the evolution of product management.
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Diversify Channels Beyond Your Website
- Websites are no longer the sole dominant discovery channel; diversify channels across newsletters, social, and review communities.
- Human-led review sources (Reddit, Quora, review sites) significantly influence AI citations and discovery.
Adopt Loop Marketing Over A Simple Funnel
- Adopt loop marketing: express your brand, tailor messaging, amplify across channels, and continuously evolve.
- Personalize messaging with AI and diversify channels to reach both human and AI discovery paths.
Pick A Specific, Realistic ICP
- Find an ICP in an unsolved or underserved market and be specific about who you serve.
- If entering a saturated market, define a clear, unique differentiator to win customers.



