Marketing Qualified Account (MQA)

What it actually means

An MQA is a target account, or a specific buying center within one, that has crossed a threshold of engagement worth acting on. That threshold isn't set by one person clicking one email. It's built from signal aggregated across multiple contacts inside the account: a VP downloading a report, an engineer attending a webinar, someone in procurement visiting the pricing page. None of those actions alone would qualify a lead. Together, they qualify the account.

This matters because, as Jon Miller puts it, an MQA is a target account (or discrete buying center) that has reached a sufficient level of engagement to indicate real interest, not just curiosity from a single stray visitor.

Why it matters if you're selling

If you sell into named accounts or run any kind of ABM motion, MQA is the metric that should trigger your outreach, not MQL. A single lead filling out a form doesn't tell you the account is in motion. Three different people at the same company engaging with your content in the same two weeks does. That's a buying committee waking up, and it's a much stronger signal to act on than any individual's form fill.

The misconception

Teams routinely report MQA numbers as if they're MQL numbers with a different label, or worse, they average lead scores into an account score and call it a day. That's not what MQA is for. RevOps Coop's breakdown is useful here: a real qualification framework separates the individual layer (a contact engaging with a form or demo request) from the account layer entirely, because in B2B you sell to accounts, but marketing's systems are built around individual people engaging with your brand. Sales needs to know who those people are and what they did, but the qualification decision happens at the account level. Collapsing MQA into MQL in your dashboard hides the thing ABM is supposed to reveal: which accounts have multiple people paying attention, not just which people clicked something.

How it's actually measured

MQA scoring aggregates engagement across every known contact at a target account: content consumption, event attendance, site visits, ad engagement, mapped against firmographic fit. When the combined signal crosses a defined threshold, the account moves to sales, usually to a specific rep or pod already assigned to that account under the ABM plan. The unit of qualification is the account. The unit of outreach is still the individual contacts inside it.