Measurement systems
Replacing lead counts with a framework that follows value from brand through to retention.
B2B Insights & Measurement
I help leadership teams measure what actually drives revenue.
I work in the unglamorous middle ground between what marketing does and what finance recognises. Most measurement systems are assembled from whatever each tool happens to count, so they optimise for numbers that are easy to produce rather than numbers that explain a decision. My work is changing what gets measured.
What I work on
Replacing lead counts with a framework that follows value from brand through to retention.
Reading the committee that actually decides, not the one person who filled out a form.
Practical tests that separate real lift from seasonality, luck, and someone else's pipeline.
Tracking whether AI assistants mention you while buyers quietly build their shortlist.
Projects
Interactive dashboards, calculators, and a playbook are being built out here.
A measurement playbook for the people who fund B2B marketing and answer for it. Available on Amazon.
Paste a company list to see exactly what will cost you match rate, then enrich it into LinkedIn's upload format with every field's source and confidence recorded.
An interactive sample dashboard showing what a revenue-first B2B measurement view looks like in practice.