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Last reviewed August 2026

Glossary

Vanity metric

A vanity metric is a number that reliably goes up, feels good to report, and changes no decision: page views, followers, total signups since launch. The first tell is cumulative counting, because a running total can only rise. The second is that nobody in the room can say what they would do differently if it doubled.

01

How to spot one before it reaches the board

Two questions keep vanity rows off a Scorecard. What would we do differently if this number halved this week, and can it go down at all? A row that fails either one is a report line rather than a measure. Cumulative totals are the usual offenders, and the fix is nearly always to count the current period instead.

Vanity rows are not harmless. They take up the attention a board can hold, and they hand a struggling team something green to point at. The pattern is easiest to see in marketing, where impressions and followers grow for free, but it turns up in operations too. Hours worked is a vanity metric wearing a hard hat.

Worked example: A trade association reported total members since founding at every board meeting, a number that had never fallen in nineteen years. Switching to members who renewed this quarter showed renewals sliding for six quarters, with the total carried by a legacy category nobody had reviewed. The old number went into the annual report and off the board.

Sources: kpi.org/kpi-basics; klipfolio.com/resources/kpi-examples

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