Marketing Qualified Account (MQA): Definition, Threshold, and How It Replaces the MQL

A marketing qualified account (MQA) is an account whose combined fit and engagement signals exceed a defined threshold, indicating that the account is ready for sales engagement. The MQA is the account-level analog of the MQL and is the standard handoff unit in modern ABM programs because B2B buying is committee-driven rather than contact-driven.

Why it matters

The contact-level MQL produces high-volume but low-conversion handoffs because a single qualified contact rarely represents committee consensus. The MQA replaces that with an account-level signal that aggregates across the buying committee, which is why account-based marketing programs treat the MQA as the operational handoff and feed it from account fit score plus engagement.

How it works

• Inputs are account fit (firmographic and technographic match) and account engagement (rolled-up activity across all committee members).
• Threshold is calibrated against historical conversion data so that the MQA bar predicts opportunity creation rather than passing every account through, per Gartner's ABM definition.
• Activation routes MQAs to sales with a defined SLA (often 24 to 48 hours) and includes a context packet (engagement timeline, buying signals, intent topics).
• Feedback loops require sales to disposition every MQA so the threshold tunes against accept rate and opportunity rate.
• MQA volume is intentionally lower than MQL volume because the unit is an account, not a contact.

Examples

• A revops platform sets MQA threshold at fit score A or B plus engagement score over 75 from any 3 committee members in 14 days, then routes through the framework in the buying committee engagement framework.
• A cybersecurity vendor includes a third-party intent surge as a third gate for MQAs in regulated industries, then hands off to named AE pairs through the workflow in how to score intent data for sales handoff.

Related terms

• Marketing qualified account (long-form)
• Account fit score
• Intent data
• ABM measurement framework
• Lead scoring

FAQ

How is an MQA different from an MQL?

An MQL is a single qualified contact. An MQA is a qualified account aggregating signals across the full buying committee. MQAs convert at higher rates because committee consensus is built into the signal, per Forrester B2B research.

What threshold defines an MQA?

Threshold should be calibrated against historical conversion. A common starting point is fit grade A or B plus engagement score over a configured floor with activity from at least 3 committee members.

Should programs run MQA and MQL in parallel?

Many programs run both during transition, with MQL volume reported for legacy attribution and MQA volume reported for ABM. The end state collapses to MQA-only when sales adopts the unit.

See how Abmatic AI operationalizes the MQA threshold across fit and intent, book a demo.