What instrumentation would you add to validate the user's 'job'?
Source: christenseninstitute.orgintermediate
This tests whether you instrument for intent and struggle, not vanity metrics. Strong answers log pre-export context, abandonment flows, post-export file usage, and workaround signals.
This tests whether you can design telemetry that reveals the functional, social, and emotional circumstances driving users to hire a data export. A strong answer maps instrumentation to the forces of progress: it captures pre-export context like search queries and filters, pinpoints abandonment steps, tracks whether exported files are opened or shared, and detects workarounds such as screenshotting or copy-pasting.
Read the original → christenseninstitute.org
- #jobs to be done
- #product instrumentation
- #ux research
- #telemetry design
- #behavioral logging
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