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Marketing Tech · Glossary

Marketing Qualified Lead (MQL)

A lead that has engaged enough with marketing to be judged more likely to become a customer than a general contact, and is therefore passed toward sales.

MQL definitions vary by company and are increasingly questioned: many B2B teams now favor account-level signals and buying-group intent over a single scored contact.

In practice

In the marketing-tech industry, a Marketing Qualified Lead (MQL) is evaluated by marketing teams based on engagement metrics such as content downloads or email interactions. These leads are critical for prioritizing sales efforts, as they are deemed more likely to convert into customers. MQL data informs campaign strategies, helps allocate resources effectively, and drives decisions around lead nurturing. By focusing on MQLs, companies can improve conversion rates, optimize sales pipelines, and enhance overall revenue generation.

Where Marketing Qualified Lead (MQL) shows up on MarketScale

Most B2B ABM programs fail before the first campaign goes livemarketing techMost B2B demand gen teams have abandoned MQL volume as their primary success metricmarketing techB2B demand gen is retiring the MQL: Demand Gen Report's 2026 benchmark tracks the shift to revenue proofmarketing techMost B2B ABM programs fail before the first campaign goes live, and the 2026 benchmark data is about to prove itmarketing techB2B demand gen teams are ditching MQL volume for revenue attribution as leadership pressure mountsmarketing techB2B demand gen leaders are ditching MQL volume for sourced revenue and influenced pipeline in 2026marketing techMarketing automation is no longer optional for manufacturers chasing B2B leadsmarketing techInflu2 puts a number on sales and marketing alignment: a 35% hand-off ratemarketing tech

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