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The Madison Avenue Field GuideA field guide to marketing & advertising, by Brandon Mina

GlossaryMeasurement & AttributionVanity Metrics

Measurement & Attribution

Vanity Metrics

Numbers that look impressive, like follower counts or raw impressions, but do not reliably connect to business outcomes.

By Brandon MinaCEO, BrandPilot AIUpdated November 2026

Short answer

Vanity metrics are numbers that look impressive, such as follower counts, raw impressions or page views, but do not reliably connect to business outcomes like revenue or retention. They can be useful context, but optimizing for them can mislead teams. Actionable metrics, by contrast, tie directly to decisions and results.