June 16, 2026
The MQL Is Dead: AI Lead Qualification

The Marketing Qualified Lead was a clever hack invented around 2010 to give marketing a number it could own. It quietly stopped working sometime in 2024. By 2026, with AI listening to every sales conversation, the qualification surface has moved off the form and onto the call — and the marketing teams that have figured […]

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