The metrics that lie

Process breakdowns · November 14, 2026 · 6 min read

Dashboards are full of numbers that rise while the business stands still. Impressions, followers, page views and platform-reported conversions all feel like progress. Many of them are not.

Vanity metrics

A vanity metric can grow without any change in revenue. Followers, impressions and raw traffic are the usual examples. They are not useless, but they describe reach, not results, and optimizing for them produces reach that does not convert.

Attribution theater

Every ad platform measures its own contribution generously. Add up the conversions each platform reports and the total often exceeds the actual number of sales. Each platform is telling a version of the truth that favors itself.

A scorecard that tells the truth

• Start with outcomes: revenue, new customers, cost to acquire them
• Add a few leading indicators that genuinely predict those outcomes
• Reconcile platform numbers against the CRM and actual sales
• Add guardrails, such as lead quality or refund rate, to catch gaming
• Show every number against a target and a previous period

The cultural shift

Honest measurement often makes results look worse before they look better, because it removes inflated numbers. That is the point. Decisions made on true numbers compound; decisions made on flattering ones drift.