AI Is Exposing a Massive Problem With B2B Marketing Data

<p><strong>JUST LAUNCHED: Go beyond outdated marketing measurement and static dashboards. Get better answers and explore performance yourself through AI with Passetto&#39;s MCP.</strong></p><p><strong>Learn more → </strong><a href="https://www.passetto.com/marketing-analytics-mcp" target="_blank" rel="ugc noopener noreferrer"><strong>https://www.passetto.com/marketing-analytics-mcp </strong></a></p><p>Every marketing leader is under pressure to adopt AI. And one of the most obvious places to start is reporting, analysis, and marketing KPIs.</p><p>Just connect your CRM and marketing data to Claude or ChatGPT and start asking questions. Simple, right? Not quite.</p><p>In this episode, Carolyn breaks down the <strong>unsexy data problem sitting underneath AI-powered marketing analytics</strong>, and why AI can give you an incredibly confident answer without knowing that the data behind it is incomplete, disconnected, or inconsistent.</p><p>You&#39;ll learn the three places marketing data most commonly breaks, why those gaps make marketing&#39;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.</p><p>What the episode covers:</p><ul><li>Why AI-powered reporting is only as trustworthy as the data underneath it</li></ul><ul><li>The 3 foundational data problems that make marketing measurement unreliable</li></ul><ul><li>Why broken contact relationships can make marketing’s impact invisible</li></ul><ul><li>How inconsistent marketing signal tracking creates major gaps in the buyer journey</li></ul><ul><li>Why inconsistent CRM fields and definitions lead to conflicting answers</li></ul><ul><li>The risk of AI giving you confident answers based on incomplete or broken data</li></ul><ul><li>What needs to be in place to unlock better KPIs like marketing lift, pipeline velocity, win rate, and full buyer journey visibility</li></ul><ul><li>How a trusted data foundation changes the way marketing leaders report to the board and make decisions</li></ul><p><br></p><p>The real opportunity with AI isn&#39;t just getting answers faster. <strong>It&#39;s finally getting better answers you can trust.</strong></p><p>-----------------------------------------------------</p><p><strong>Measure marketing beyond leads and last-touch attribution.</strong></p><p>Passetto joins your CRM and marketing data into one clean, governed model, so you can finally see how marketi