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Season 1.  Episode 13.  Your 3X Pipeline Coverage is Garbage episode artwork

May 6, 2026 22 min

Season 1. Episode 13. Your 3X Pipeline Coverage is Garbage

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

Your pipeline isn't 3x covered. It's 80% garbage deals padding the forecast while you quietly sweat about making the quarter. In this episode of Revenue Marketing Raw, Jeff Pedowitz and Debbie Qaqish strip the bullshit out of B2B's most overused number. They expose why "3x coverage" is sales theater, why marketing's MQL hand-off is broken at the definitional level (most companies still don't have a shared customer profile), and why marketing-attributed first-touch deals are quietly inflating both forecasts and egos. The fix isn't more leads or a better attribution dashboard — it's sales and marketing sitting down to redefine the life of a lead together, with AI agents doing the at-scale grunt work that humans never had time for. If your CRO is walking into the QBR claiming 3x coverage, this episode is the gut check before someone runs the math on the deals that won't close.

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Your pipeline isn’t 3x covered. It’s 80% garbage deals padding the forecast. Jeff Pedowitz and Debbie Qaqish on B2B’s most overused number — why MQL hand-offs are broken at the definitional level, and what actually works when you strip the theater out of pipeline reporting.

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Season 1. Episode 13. Your 3X Pipeline Coverage is Garbage

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How long is this episode of Revenue Marketing Raw?

This episode is 22 minutes long.

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This episode was published on May 6, 2026.

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