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PRODUCT-ANALYTICS5 MIN READ

Sort: Signal or Vanity in Activation Reporting

Differentiate value-linked activation signals from vanity indicators.

Sort each metric by whether it is a strong activation signal or a vanity-risk indicator. Strong signal Vanity risk Users who publish a live dashboard and return to it within seven days Average minutes spent in the product during the first session Qualified users who complete the core workflow tied to the product promise Tooltip click-through rate on the welcome tour Users who reach the first value event and retain at higher rates than peers Number of onboarding modal views per account sort buckets comparison anti-pattern callout

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