Why the "MQL" is a vanity metric that destroys alignment between sales and marketing, and how to pivot your entire GTM motion towards actual pipeline velocity.
Stop me if you've heard this one before in a board meeting:
CMO: "Great news! We hit 115% of our MQL goal this quarter. Leads are pouring in."
VP of Sales: "That's great, but my team is starving. The pipeline coverage is barely 1.5x and we're going to miss the number."
CEO: *Stares blankly at both of you.*
The MQL Trap
The Marketing Qualified Lead (MQL) was a useful metric in 2012. In 2026, it is often a vanity metric that incentivizes the wrong behavior. Marketing teams are incentivized to generate "contact volume"—downloading a whitepaper, registering for a webinar, or scanning a badge at a conference.
The problem? Activity does not equal Intent.
"If your marketing team is celebrating while your sales team is missing quota, you don't have a marketing problem. You have a revenue architecture problem."
The Shift to Revenue Qualified
The solution isn't to just "get better leads." It's to change the definition of success. Transitioning from MQLs to Revenue Qualified Leads (RQLs) or SQOs (Sales Qualified Opportunities) forces marketing to carry a bag.
3 Steps to Fix the Alignment
- Shared Definitions: Kill the "Marketing Funnel" and "Sales Funnel." Create one "Revenue Funnel" with strict exit criteria for every stage.
- SLA with Teeth: Implementing a Service Level Agreement that dictates exactly how fast Sales must follow up on high-intent leads, and exactly what quality Marketing must deliver.
- Feedback Loops: If a lead is marked "Closed-Lost," the reason code must be fed back into the marketing automation platform to adjust the scoring model.
When you align incentives, the friction disappears. Marketing stops chasing cheap clicks and starts chasing expensive problems that your product solves.
