AI Is Exposing a Massive Problem With B2B Marketing Data

JUST LAUNCHED: Go beyond outdated marketing measurement and static dashboards. Get better answers and explore performance yourself through AI with Passetto's MCP.Learn more → https://www.passetto.com/marketing-analytics-mcp Every marketing leader is under pressure to adopt AI. And one of the most obvious places to start is reporting, analysis, and marketing KPIs.Just connect your CRM and marketing data to Claude or ChatGPT and start asking questions. Simple, right? Not quite.In this episode, Carolyn breaks down the unsexy data problem sitting underneath AI-powered marketing analytics, and why AI can give you an incredibly confident answer without knowing that the data behind it is incomplete, disconnected, or inconsistent.You'll learn the three places marketing data most commonly breaks, why those gaps make marketing's impact invisible, and what needs to be true before you can reliably use AI to understand buyer journeys, marketing lift, pipeline velocity, win rates, and revenue impact.What the episode covers:Why AI-powered reporting is only as trustworthy as the data underneath itThe 3 foundational data problems that make marketing measurement unreliableWhy broken contact relationships can make marketing’s impact invisibleHow inconsistent marketing signal tracking creates major gaps in the buyer journeyWhy inconsistent CRM fields and definitions lead to conflicting answersThe risk of AI giving you confident answers based on incomplete or broken dataWhat needs to be in place to unlock better KPIs like marketing lift, pipeline velocity, win rate, and full buyer journey visibilityHow a trusted data foundation changes the way marketing leaders report to the board and make decisionsThe real opportunity with AI isn't just getting answers faster. It's finally getting better answers you can trust.-----------------------------------------------------Measure marketing beyond leads and last-touch attribution.Passetto joins your CRM and marketing data into one clean, governed model, so you can finally see how marketing is performing as a whole – not just what channel or campaign gets credited. See how marketing influences pipeline, how marketing changes win rates and deal sizes, which programs are actually driving ROI, and where to invest next. Then query it all through AI, on demand.🚀 See what Passetto can show you → ⁠https://www.passetto.com/book-a-call⁠-----------------------------------------------------📹 How Claude Just Changed B2B Marketing Forever: https://www.youtube.com/watch?v=ft6TGfK_nFg 📹 B2B Marketing is Hard Until You Build Systems Like This: https://www.youtube.com/watch?v=ehJ1kEGgk0A Subscribe to Passetto’s YouTube channel: ⁠https://www.youtube.com/@PassettoGTM⁠