Field notes
Practical writing on engagement measurement
Articles rooted in the work of reading product engagement inside analytics dashboards and reporting apps — activation definitions, event language, cohort windows, and audit prep.
Reading activation without mistaking first-login noise
First sessions look lively on every reporting product. Here is how engagement analysts separate genuine activation from decorative first-day spikes.
Event names that survive the third analytics hire
Event catalogs rot when every engineer invents a dialect. A durable naming pattern keeps engagement reports legible as the team grows.
When stakeholder dashboards need fewer engagement tiles
Adding another engagement chart rarely clarifies a decision. Cut tiles until each remaining one has an owner and a next action.
Cohort windows that fit reporting products
Weekly cohorts borrowed from consumer apps often mislead B2B reporting products. Match the window to how accounts actually adopt the tool.
Preparing exports for an engagement audit
Clean sample exports shorten an engagement audit by days. Here is the minimum packet we ask teams to assemble before kickoff.