The Problem Isn't Lead Volume
Most RevOps dashboards show MQL counts. Few show MQL trust — the degree to which sales actually believes the leads marketing sends are worth working. That gap between volume and trust is where revenue quietly disappears.
Matt Heinz's MQL Trust Gap report surfaces something operators have felt but rarely instrumented: inbound leads aren't just dying at the SDR-to-AE handoff. They're being misrouted, deprioritized, or silently ignored at every stage of the funnel. The breakdown is systemic, not episodic.
The core finding is blunt: marketing and sales are optimizing for different definitions of 'qualified.' Marketing is measuring conversion to MQL. Sales is measuring likelihood to close. Nobody is measuring the delta between those two things — and that delta is where Q4 revenue is leaking right now.
Where the Instrumentation Fails
Most RevOps teams aren't set up to catch this. They track MQL-to-SQL conversion rates, but they rarely audit why MQLs fail to convert — whether it's routing logic, SLA violations, rep discretion, or a fundamental mismatch in qualification criteria. Without that layer of visibility, you're optimizing throughput on a broken pipe.
The specific failure modes to look for:
- Routing rules built on stale ICP logic. If your lead scoring model predates your last ICP refresh, you're routing on assumptions that no longer reflect your best customers.
- MQL SLAs that exist on paper but aren't enforced. Speed-to-lead decay is real. A lead worked in 5 minutes versus 5 hours performs materially differently — most orgs don't measure this routinely.
- No closed-loop feedback from sales to marketing. If reps can reject MQLs without logging a reason, marketing has no signal to improve scoring. The misalignment compounds.
The Fix Starts with a Definition Audit
Before Q4 closes, align your revenue leadership on a single written definition of 'qualified' — then pressure-test your routing logic against it. Pull a sample of MQLs from the last 60 days that did not convert to SQL. Have a rep walk you through why. That conversation will surface more actionable signal than any dashboard.
If your MQL SLA isn't monitored with the same rigor as a customer SLA, fix that next. Set a threshold, instrument it, and make it visible to both marketing and sales leadership in the same report.
The MQL trust gap isn't a marketing problem or a sales problem. It's a systems problem — and RevOps owns the fix.