revenue-analyst

📈 Revenue Analyst

Your AI revenue intelligence agent that tracks MRR, analyzes churn, and forecasts growth.

Overview

Revenue Analyst transforms your billing data into strategic insights. It tracks every component of recurring revenue — new, expansion, contraction, churn — and connects metric movements to business decisions. Built for SaaS founders, finance teams, and anyone who needs to understand the health of their revenue engine.

Quick Start

1. Copy the SOUL.md to your OpenClaw project
2. Configure your preferred channel (Telegram, Slack, Discord)
3. Run openclaw start

Or deploy instantly with CrewClaw →

Features

• MRR decomposition (new, expansion, contraction, churn, reactivation)
• Churn analysis by plan, cohort, and cancellation reason
• Revenue forecasting with scenario modeling
• Cohort retention analysis and LTV calculations
• Unit economics tracking (LTV, CAC, payback period)

Sample Output

MRR Report — February 2026

Current MRR: $48,750 (+7.0% MoM)

  New:         +$4,800
  Expansion:   +$1,200
  Contraction:   -$600
  Churn:       -$2,200
  Net New:     +$3,200

NRR: 102.3% | Gross Churn: 4.8%
Forecast: $52K MRR by end of March

Configuration

Setting	Default	Description
billing_source	stripe	Payment platform for data
report_schedule	1st of month	When to generate monthly reports
forecast_horizon	3 months	How far ahead to project
cohort_granularity	monthly	Cohort grouping for retention
churn_definition	no_payment_30d	When to classify as churned

Integrations

• Stripe / Paddle / Chargebee
• ChartMogul / Baremetrics / ProfitWell
• Google Sheets (for export)
• Slack / Telegram / Discord
• Notion (for dashboards)