Metrics That Drive Decisions

The test every metric must pass.

12 min

The test

A metric is worth tracking only if a change in it would change what you do. If a number could double or halve and nothing you did would differ, it is not a metric — it is decoration.

Applying that test honestly eliminates most of what appears on a typical startup dashboard.

Vanity metrics

Cumulative totals are the classic form: total registered users, total downloads, total revenue since inception. They rise regardless of whether the business is healthy, which is precisely why they are reported.

Others include page views, social media followers, press mentions, funding raised, and headcount. None of these indicate whether customers find the product valuable, and several are actively misleading — funding raised is a cost, not an achievement, and headcount is an expense.

Characteristics of a useful metric

  • Actionable — it connects to something you can change.
  • Comparative — meaningful against a previous period, another cohort or a segment.
  • Rate or ratio rather than total — conversion rate, retention rate, cost per customer.
  • Simply defined, in a way everyone understands identically.
  • Hard to manipulate without genuinely improving the business.

The one metric that matters

At any stage there is usually a single number that best reflects whether the business is working. Focusing on it — while watching the others — concentrates attention and prevents the paralysis of a forty-metric dashboard.

It changes with stage: before product-market fit it is usually retention; while establishing a channel it is cost per acquired customer; while scaling it may be net revenue retention or growth efficiency. The discipline is to choose deliberately and to revisit the choice as the business moves on.

Measuring by stage

  • Pre-product-market fit — activation, retention, qualitative feedback, and whether usage deepens. Revenue growth at this stage can mislead, because it can be produced by founder effort that does not scale.
  • Finding a repeatable channel — acquisition cost by channel, conversion rates, payback period.
  • Scaling — growth rate, net revenue retention, gross margin, burn multiple, sales efficiency.
  • Maturing — profitability, cash generation, customer concentration, market share.

Measuring the later-stage metrics too early is a common error. Optimising acquisition cost before you know whether customers stay produces an efficient way of acquiring people who leave.

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