Why Proprietary Data Beats AI Software for 2x Pipeline Growth with Ann Davis

Proprietary data, not the software, is the long-term value driver. On this episode, Ann Davis, CRO at Crunchbase, walks through how knowing which customers to pursue drives 2x pipeline growth in six months, why sellers need to stay in control of the conversation, and how she built a headless AI interface that connects Salesforce, Gong, and private market data so reps know exactly what to focus on each day. Ann Davis is Chief Revenue Officer at Crunchbase, where she leads their shift from product-led to enterprise; she spent five years at Google Cloud running data and analytics and led sales at Looker (acquired by Google), and earlier configured camera systems on Sidewinder missiles for the F14 fighter program. Connect with Ann:LinkedIn Resources mentioned:SEC 10-K Search ToolOfficial Crunchbase MCP Key takeaways from this episode: 00:00 – What Ann's path from configuring missile systems to running enterprise sales reveals about building revenue infrastructure04:33 – Why most CROs invest in the wrong asset when building competitive advantage in an AI-powered sales org08:04 – A look inside the private market dataset that competitors cannot replicate, no matter how much they spend09:58 – The concrete business impact when data-driven targeting replaces guesswork in account selection20:51 – Why the transition from product-led to enterprise motion fails for most organizations, and what changes when it works32:19 – The five readiness factors that separate companies prepared for enterprise motion from those that aren't51:52 – Why enterprise sellers are becoming more essential (not obsolete) as AI reshapes sales infrastructure Hosted by five-time CRO John McMahon and Force Management Co-Founder John Kaplan, the Revenue Builders podcast goes behind the scenes with the sales leaders who have been there, done that, and seen the results. This show is brought to you by Force Management. We help companies improve sales performance, executing their growth strategy at the point of sale. Connect with Us: LinkedInYouTubeForce Management