Marketing Qualified Account

A Marketing Qualified Account is the account-based-marketing answer to the MQL. Instead of scoring one person's behavior — did this contact open three emails and download a whitepaper — MQA scores the whole account: how many distinct people at Acme Corp visited the pricing page, how many titles from the target buying committee engaged, whether third-party intent data shows the account researching a competitor category. When an account crosses the threshold, it moves from marketing's target list to sales' active outreach list, regardless of whether any single individual at that account has filled out a form.

How Marketing Qualified Account Status Is Determined

MQA scoring is composite and account-level, typically built from three inputs:

MQA Score = (Number of engaged contacts × weight) + (Content/intent signal strength × weight) + (Firmographic fit × weight)

An account crosses the MQA threshold when its composite score passes a set number — commonly 60–80 on a 100-point model — and when at least two distinct contacts, not one, have engaged, since a single power user consuming content doesn't indicate organizational readiness the way ICP or account tiering models require.

Worked Example: MQA Threshold in Practice

Northfield shows a hot 91 intent score but gets held back because only one person engaged — exactly the single-threaded deal risk MQA scoring is designed to catch before an SDR wastes a sequence on a contact who has no internal buy-in to move a deal forward.

When Sales Orgs Use Marketing Qualified Account

ABM-driven B2B companies selling into a named-account list use MQA to decide sequencing: which of the 400 accounts on the target list gets an SDR's next 20 outbound touches this week. RevOps builds MQA into the account-to-opportunity conversion funnel, tracking how many MQAs become Sales Qualified Opportunities within 60 days as a health check on whether marketing's targeting logic actually predicts pipeline. CMOs report MQA counts to the board as a leading indicator, since MQA volume moves weeks before pipeline dollars do, and enterprise AEs use MQA status as a prioritization signal — an account already showing multi-threaded engagement is worth a personalized outbound sequence before a cold one.

Common Marketing Qualified Account Gaming Patterns and Limitations

The most common exploit is threshold softening under pipeline pressure: when marketing is behind on MQA-to-pipeline targets for the quarter, someone quietly lowers the composite score cutoff from 75 to 55, which produces a spike in "qualified" accounts that SDRs then burn weeks chasing with nothing to show for it. A second pattern is contact padding — counting a generic info@ inbox open or a bot-driven pricing page crawl as an "engaged contact" to hit the two-person threshold, since most marketing automation tools can't reliably distinguish a real buyer from a scraper or a competitor doing recon.

MQA also tells you nothing about budget or timing. An account can show five engaged stakeholders and a 90 intent score while having zero budget allocated this fiscal year, because engagement measures curiosity, not BANT-style purchasing authority or urgency — which is why MQA functions as a prioritization filter for outbound sequencing, not a qualification gate that should ever substitute for actual discovery.