The Death of MQL: Why Pipeline-First Metrics Win
Marketing-qualified leads have been the default metric for a decade, but they are failing modern B2B orgs. Here is why pipeline-first measurement is replacing them.
B2B Marketing Intelligence
Sharp, practical editorial on paid media, demand generation, data strategy, and brand storytelling — built for marketers who act on what they read.
Four verticals. One goal: making you a sharper B2B marketer.
Paid media, PPC, programmatic advertising, and performance strategy for B2B
Explore PaidLab →Content marketing, SEO, storytelling, and brand differentiation
Explore BrandWorks →Demand generation, pipeline strategy, and lead-to-revenue frameworks
Explore DemandWorks →Marketing data, attribution, analytics, and measurement
Explore DataWorks →Recent editorial across all sections.
Marketing-qualified leads have been the default metric for a decade, but they are failing modern B2B orgs. Here is why pipeline-first measurement is replacing them.
Most B2B paid search campaigns waste 30-40% of spend on avoidable errors. These are the five mistakes we see most often and how to fix each one. From broad match overuse to optimising for leads instead of pipeline, each mistake has a clear, actionable fix.
Everyone talks about first-party data strategy. Almost nobody has the infrastructure to activate it. This analysis covers the four-layer stack — collection, unification, activation, measurement — that separates organisations with real data capability from those with a strategy deck.
The brand-versus-demand debate is a distraction that costs B2B marketing teams real budget efficiency. The companies growing fastest have stopped having it. They have built systems where brand and demand are not alternatives — they are the same activity viewed at different time horizons.
Most B2B marketers treat Google Ads like a slot machine, feeding it budget and hoping for qualified leads to tumble out. The playbook that crushed it in 2019 is collecting dust for a reason—the game has changed, and if you’re still running campaigns like it’s the pre-privacy era,…
Most B2B tech companies are producing content their CFO would never approve if they saw the real numbers. While the industry celebrates vanity metrics, pipeline velocity stagnates and the gap between content consumption and conversion is where marketing budgets go to die.