Insights
Notes from the ops room
Practical writing on lead lifecycle, data trust, and AI in revenue operations. Everything here comes from systems I’ve actually run — no thought leadership about tools I’ve never logged into.
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Articles
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You don’t have a tooling problem, you have a handoff problem
When pipeline underperforms, the instinct is to buy something — a better CRM, a routing tool, an attribution platform. It feels like progress. It rarely is, because the leak is almost never in the tool. It’s in the handoff between the people and teams the tool connects. New software just gives you a
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Five symptoms of routing you’ve outgrown
Routing that worked at ten reps quietly breaks at thirty. It rarely fails loudly; it just starts sending the wrong leads to the wrong people slightly more often until everyone’s built a workaround. Here are five symptoms that yours has been outgrown.
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MQL→SQL conversion benchmarks for B2B SaaS
For most B2B SaaS teams, MQL-to-SQL conversion lands somewhere between roughly 13% and 25%. Below that range, you usually have a definition or handoff problem, not a lead-quality one. Above it, your MQL bar may simply be set high. But the honest answer is that this benchmark is close to useless unti
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Anatomy of a Lead That Never Gets Called
Here’s a real one, anonymised. A demo request came in from a director at a company that matched the ideal customer profile almost exactly. High intent, right seniority, right size. Nobody called. Nobody emailed. The lead sat, then aged out, then quietly closed. Let’s take it apart, because the failu
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The MQL to SQL handoff: why definitions kill more pipeline than budgets
Most MQL to SQL conversion problems trace back to one thing — a definition nobody re-agreed. Here’s how to diagnose it and rebuild a definition both teams sign.
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What is a RevOps SLA?
A RevOps SLA is a written, two-sided agreement that sets out what marketing owes sales and what sales owes marketing at the handoff — typically the quality and volume of leads marketing delivers, and the speed and depth with which sales works them. It turns “work together” from a hope into a contrac
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How to design a lead lifecycle sales won’t fight you on
A lead lifecycle only works if the people at the sharp end trust it. Most don’t fail on the diagram; they fail because sales was never in the room, so reps treat the stages as marketing’s fiction and quietly run their own. Here’s how to design one they’ll actually respect, step by step, with the…
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Most “RevOps audits” are just CRM cleanups
Here’s an uncomfortable claim: most of what gets sold as a “RevOps audit” is a CRM cleanup with a better invoice. Someone deduplicates your records, tidies your fields, maybe rebuilds a few reports, and calls it a diagnosis. It’s useful housekeeping. It is not an audit, and confusing the two costs y
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Why your pipeline leaks in the handoff, not the CRM
Most B2B SaaS pipeline problems aren’t CRM problems. They’re handoff problems — and they hide in three specific places. Here’s how to find yours.
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