Demand Generation
The Death of the MQL
MQLs measure marketing's activity, not revenue's reality. Here is what to use instead.
The Marketing Qualified Lead was invented to give marketing a metric it could own. It worked when buyers raised their hand by filling out a form. That world is gone. Buyers now self-educate across LinkedIn, podcasts, peer groups, and AI assistants long before any form is touched. By the time a buyer becomes an MQL, the deal is already shaped. Counting MQLs after the fact is counting receipts, not revenue.
The right replacement is not another acronym. It is a small set of metrics that map to actual buying behavior: qualified pipeline created, sales-accepted opportunities, win rate by source, and average sales cycle by segment. Pipeline created is the cleanest single number because it is directly tied to closed-won down the funnel. Everything upstream is a leading indicator, not a deliverable.
If the CRO and the CMO disagree on the definition of pipeline, fix that before fixing anything else. Lead source attribution should reflect the first marketing-influenced touch on the account, not the last form fill. Multi-touch attribution is useful as a directional read, never as a sole judgment of channel ROI.
Marketing leaders who cling to MQL as their primary number are making themselves easier to replace. The CMOs who survive in the AI era are the ones whose dashboard reads like a CRO's: pipeline, velocity, win rate, NRR. That is the language of the board. Speak it.