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ReferenceAugust 17, 20252 min read

Marketing Qualified Lead (MQL)

Marketing Qualified Lead (MQL) explained — a lead meeting marketing's bar to pass to sales. Reassessed in 2026's long, multi-stakeholder journeys.

By The Ad Spend
Two women walking through a moody, cinematically lit office.

Updated July 2026.

A lead that has shown enough interest — by behavior, profile fit or engagement — to be considered ready for sales follow-up, but isn't yet sales-qualified.

Benchmark range

MQL-to-SQL conversion varies widely (often ~13-25% in B2B). The right MQL definition is the one that predicts pipeline, not just activity.

Why it matters

MQLs align marketing and sales on lead readiness, but loose definitions flood sales with weak leads. Tie MQL criteria to downstream conversion, not vanity engagement.

2026 update

In 2026, with buying committees averaging ~10 stakeholders (Dreamdata) and journeys spanning hundreds of days, single-lead MQL models increasingly miss the picture — many teams are shifting toward account- and committee-level qualification rather than scoring individuals in isolation.

Where it applies

  • HubSpot
  • Salesforce
  • Marketing Automation

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