# What pipeline coverage ratio should we target?

Derive it from your own historical stage-to-close conversion rather than importing a 3x or 4x rule. Coverage is just the inverse of your win rate from the stage you count from — so the ratio is only meaningful once you state which stage counts as pipeline and over what period.

Most coverage arguments are definitional, not performance-related. Before comparing to any benchmark, check that the denominator, the panel, the statistic and the time basis all match — most published comparisons fail on the first or the third of those checks.

## Sources

- **Measurement** — [B2B SaaS Benchmark Corpus — the five checks](https://www.leanscale.team/knowledge/research/benchmark-corpus/)
- **Method** — [Executive GTM Reporting playbook](https://www.leanscale.team/knowledge/playbooks/executive-reporting-playbook/)

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Cluster: Stages · https://www.leanscale.team/knowledge/answers/pipeline-coverage-ratio/