Merchant churn never fully disappears — closures continue but stable customers dominate.
Customer Churn (monthly) = Customers Lost ÷ Customers at Start × 100
Percentage of customers who cancel each month. Counts logos, not dollars.
If your Customer Churn (monthly) for E-commerce SaaS at scale stage ($10M+ ARR) sits below 5%, you're in the top quartile — this is the disciplined operator zone.
Around the median (3%) is normal performance. Below P25 (1.5%) signals a real problem in efficiency or cost discipline that should be addressed before scaling.
Lower is better for this metric — the verdict badge already accounts for that. Computed in your browser; nothing is stored or sent.
These are directional benchmark bands, not audited statistics. Each value is a P25/P50/P75 band segmented by industry and ARR stage, compiled from public benchmark research and cross-checked against the primary datasets below. Row-level attribution: Industry consensus 2024.
Published SaaS benchmarks vary widely by methodology (self-reported surveys vs. billing data, annual vs. monthly churn definitions, ACV mix). Treat any single number — ours included — as a starting point for comparison, not a target.
- ChartMogul Reports & Benchmarks — billing-system transaction data from 2,500+ SaaS businesses
- Benchmarkit Annual B2B SaaS Benchmarks — 1,600+ private B2B SaaS companies, survey-based
- SaaS Capital Annual Survey — 1,000+ respondents, incl. bootstrapped-specific benchmarks
- High Alpha SaaS Benchmarks (ex-OpenView) — 800+ respondents, the long-running annual survey
- KeyBanc / Sapphire Private SaaS Survey — 16th annual edition, banker-grade operating metrics
What's a good Customer Churn (monthly) for E-commerce SaaS at scale stage?
The median Customer Churn (monthly) for E-commerce SaaS at scale stage is 3%. The 25th percentile sits at 1.5% and the 75th at 5%.
How is Customer Churn (monthly) calculated?
Customer Churn (monthly) = Customers Lost ÷ Customers at Start × 100. Percentage of customers who cancel each month. Counts logos, not dollars.
Where does this benchmark come from?
Sourced from Industry consensus 2024. These are directional P25/P50/P75 bands compiled from public benchmark research and cross-checked against primary datasets (ChartMogul, Benchmarkit, SaaS Capital, High Alpha, KeyBanc/Sapphire). Merchant churn never fully disappears — closures continue but stable customers dominate.