# Identifying Your Marketing Levers When the CRM Data Isn’t Perfect (data trust, finding leverage fast, AI analytics hallucinations)

Page: https://stenobird.com/podcast/gtm-live-284372/identifying-your-marketing-levers-when-the-crm-data-isn-t-perfect-data-trust-finding-leverage-fast-ai-analytics-hallucinations
Text version: https://stenobird.com/podcast/gtm-live-284372/identifying-your-marketing-levers-when-the-crm-data-isn-t-perfect-data-trust-finding-leverage-fast-ai-analytics-hallucinations.md
Podcast: [GTM Live](https://stenobird.com/podcast/gtm-live-284372)
Published: 2026-04-27T15:54:07+00:00
Episode link: https://podcasters.spotify.com/pod/show/b2bgtmlive/episodes/Identifying-Your-Marketing-Levers-When-the-CRM-Data-Isnt-Perfect-data-trust--finding-leverage-fast--AI-analytics-hallucinations-e3ihobq
Audio file: https://anchor.fm/s/1caa9814/podcast/play/119119674/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-3-27%2F422968006-44100-2-9aca2b01e8e47.mp3
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JSON: https://stenobird.com/v1/public/podcasts/gtm-live-284372/episodes/identifying-your-marketing-levers-when-the-crm-data-isn-t-perfect-data-trust-finding-leverage-fast-ai-analytics-hallucinations
Duration seconds: 2640

## Resource

📹 NEW on YouTube: 5 Quick Ways to Fix Your B2B Marketing Tracking In this episode, Carolyn and Amber get into the data paralysis that's stalling most GTM teams right now, and why waiting for perfect data is just a slower way of doing nothing. They walk through a real client case study on fast-closing pipeline, what it revealed about where marketing actually has leverage, and why that answer looked completely different market by market. Topics covered: Why "decision-grade" data beats perfect data every time, and what it actually means to have it Why the instinct to run more campaigns when pipeline is down is often exactly the wrong move How to reverse-engineer your fastest-closing deals to find where marketing actually has leverage The AI analytics problem nobody is talking about: hallucinations in your data, and why you need a serious validation process before you trust any output How a $60M sales-led company should think about finding their marketing levers when they're building the function from scratch If your team keeps getting pulled into data rabbit holes instead of moving the needle, this is a must-listen. The best companies don't track everything. They pick something and go prove it works. ----------------------------------------------------- Want answers now? 🔎 The fastest way to understand what’s actually driving pipeline and revenue → All your data, connected, so you can see what’s working and what to do next. [Get your full pipeline & revenue breakdown in 2 weeks] ----------------------------------------------------- Not ready for that yet? 🎯 Understand why it’s been so hard to see what’s working → We’ll show you where your visibility breaks and why your current model can’t answer these questions. [Apply for a 1-hour working session] ---------…

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## Transcript

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