EPISODE · May 6, 2026 · 24 MIN
Your 3X Pipeline Coverage is Garbage
from Revenue Marketing Raw · host 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.
What this episode covers
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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Your 3X Pipeline Coverage is Garbage
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