Most founders trust Stripe's MRR number. They probably shouldn't.
Stripe counts failed payments as active revenue while they're in the dunning cycle. It keeps cancelled subscribers in MRR until their billing period ends. Refunds don't reduce the number at all. Add timezone edge cases on month boundaries and you're typically looking at a 10 20% overstatement.
Dnoise fixes this by recalculating from source events every metric change is traced back to the exact Stripe event that caused it.
Built this because clean, auditable revenue data shouldn't require a spreadsheet degree. Ask me anything.
Dnoise helps Stripe SaaS companies detect revenue leaks, monitor subscription health, and understand what changed their revenue—not just MRR, but the events behind it. Track MRR, churn, retention, failed payments, refunds, disputes, and cohort analysis in one platform. Built-in anomaly detection, customizable alert rules, and webhook health monitoring help teams catch problems early and improve payment recovery before failed payments compound into customer churn.
