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Measurement basics

Why vanity metrics can mislead stakeholders

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Photo: Common flash (Hypophytala hyettoides)male Aburi by Charles J. Sharp (CC BY-SA 4.0), via Openverse

Vanity metrics look genuinely impressive in a report without necessarily connecting to anything the organisation actually cares about achieving in the real world. A large follower count or a high number of impressions can create a comfortable, reassuring sense of progress even when neither figure has moved the business any closer to its actual stated objectives.

The danger here is not that these numbers are false in any technical sense, but that they are incomplete, and reporting them without connecting them to outcomes lets a team quietly avoid harder questions about genuine effectiveness. Stakeholders who only ever see favourable numbers rarely push back, which makes vanity metrics comfortable and easy to keep reporting indefinitely.

Breaking this habit means being genuinely willing to report a less flattering but more honest metric alongside the impressive one, and clearly explaining what each number actually demonstrates about performance. Stakeholders generally respond well to this kind of candour once they understand it leads to genuinely better decisions rather than simply worse looking reports on paper.

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