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Season 1.  Episode 28.  The MQL is Dead episode artwork

May 7, 2026 14 min

Season 1. Episode 28. The MQL is Dead

from Revenue Marketing Raw Hosted by Jeff Pedowitz and Dr. Debbie Qaqish

The MQL is dead. CFOs killed it. And honestly? Good riddance. In this episode of Revenue Marketing Raw, Jeff Pedowitz and Debbie Qaqish run the post-mortem on the metric that defined two decades of B2B marketing — and explain what's actually replacing it. They argue the right unit of measurement isn't the lead anymore. It's pipeline contribution, pipeline influence, sales cycle acceleration, and win rate by channel — every metric that has a dollar value attached and ladders directly to revenue. They tackle the painful prerequisite to all of this (clean CRM data, which 30 years of marketing leaders have collectively refused to budget for), why AI revenue forecasting will only matter as much as the data underneath it, and why MarOps and RevOps under a unified data model is the structural fix that finally puts marketing on the same revenue scorecard as sales and customer success. If your team still reports MQL volume up to the CMO every Monday, this episode is the funeral.

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The MQL is dead. CFOs killed it. Good riddance. Jeff Pedowitz and Debbie Qaqish on what’s replacing it — pipeline contribution, sales cycle acceleration, win rate by channel — and the painful prerequisite every marketing leader has been kicking down the road for 30 years: clean data.

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Season 1. Episode 28. The MQL is Dead

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How long is this episode of Revenue Marketing Raw?

This episode is 14 minutes long.

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This episode was published on May 7, 2026.

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