How to vibe codeChartMogul
Subscription analytics and revenue growth platform for SaaS
chartmogul.com ↗Web app
The verdict: can you vibe code ChartMogul?
Build a subset with a single billing provider, but expect severe challenges handling out-of-order webhooks and precise MRR movement calculations.
Writing a personal clone that ingests Stripe webhooks and calculates simple MRR charts is straightforward, but replicating ChartMogul's robust data hygiene engine for out-of-order events, plan mid-cycle changes, and currency conversions requires a complex event-sourcing architecture that will consume weeks of debugging.
Estimated effort: 4-6 weeks of dedicated development
What you can't replicate
- Integrations with 30+ proprietary billing APIs and their weird edge cases
- Global benchmark data sets
- SOC 2 compliance and institutional trust
Founded
2014
Raised
$4M
Team
60-67
Cheapest paid tier
$0 / month
What ChartMogul does
Aggregates, cleans, and analyzes billing data from multiple payment gateways to track critical SaaS metrics like MRR, ARR, churn, LTV, and NRR.
Core features
- Multi-gateway webhook ingestion (Stripe, Chargebee, Paddle)
- Idempotent event-sourcing data pipeline
- MRR movement calculation (New, Expansion, Churn, Reactivation)
- Customer lifetime value & cohort analysis engines
- Data segmentation & filtering interface
- Subscription event-driven workflow automations
The business
Pricing
- Free$0 / month
- Starter / Pro$59 - $949+ / month
- Enterprise$19,900+ / year
Funding
$4M from European angel investors
Pay vs build, cumulative
Break-even at month 1 — after that, every month is money kept.
The hard parts of vibe coding ChartMogul
- Normalizing disparate billing schemas and webhook payloads into a unified subscription timeline
- Idempotent out-of-order event processing to prevent historical MRR corruption
- Optimized analytical aggregation queries for rolling cohort and retention windows
- Handling complex plan migrations, refunds, trials, and multi-currency FX conversions
How to vibecode ChartMogul
Prerequisites
Node.jsfree
Required runtime for Next.js full-stack development and TypeScript execution.
GitHubfree
Source control and deployment pipeline integration.
Stripe Accountfree
Source of test subscription events and webhooks for ingestion testing.
AI coding tools
Recommended stack
| Frontend | Next.js with Tailwind CSS and Recharts |
|---|---|
| Backend | Next.js API Routes / Server Actions |
| Database | Neon (Serverless Postgres) |
| Auth | better-auth |
| Payments | Stripe (as data source only) |
| Other | PostHog for product analytics, Sentry for error monitoring |
Build guide
01Scaffold Database Schema and Authentication
Initialize a Next.js project with Tailwind CSS, configure better-auth for single-user admin access, and set up Neon Postgres tables for organizations, customers, subscriptions, invoices, and raw webhook events.
Create a new Next.js 16 project with TypeScript and Tailwind CSS v4. Set up better-auth connected to a Neon Postgres database using Drizzle ORM. Define database schemas for tenants, customers, subscriptions (with status, plan_id, current_period_start, current_period_end), invoices (amount_paid, currency, status, created_at), and raw_webhook_events (id, provider, payload, processed_at, error). Ensure proper indexing on customer_id and subscription_id foreign keys.02Stripe Webhook Ingestion Engine
Build an idempotent webhook ingestion endpoint that receives Stripe events (customer.subscription.created, updated, deleted, invoice.payment_succeeded), stores raw payloads, and handles duplicate deliveries safely.
Implement a secure API route at `/api/webhooks/stripe` that verifies Stripe webhook signatures. Store every incoming event in the `raw_webhook_events` table with idempotency checks based on Stripe's event ID. Parse the event payload and upsert corresponding records into customers, subscriptions, and invoices tables without throwing unhandled exceptions if events arrive out of order.03MRR Calculation & Event Sourcing Pipeline
Develop background worker logic or utility functions to compute Monthly Recurring Revenue (MRR) movements—New, Expansion, Contraction, and Churn—on a daily or monthly calendar basis.
Create a calculation engine function in TypeScript that processes subscription state transitions from the database. Implement logic to calculate monthly recurring revenue (MRR) per customer, classifying changes between consecutive months into New MRR, Expansion MRR, Contraction MRR, Churned MRR, and Reactivation MRR. Store computed historical snapshots in a daily_metrics table.04Core Metrics Dashboard UI
Build the main analytics dashboard displaying high-level SaaS KPI cards (MRR, ARR, ARPU, Churn Rate, LTV) and time-series charts using Recharts.
Build a dashboard page in Next.js using Tailwind CSS and Recharts. Create KPI summary cards for MRR, ARR, Churn Rate, and ARPU based on data queried from the daily_metrics table. Add interactive area charts showing MRR growth broken down by movement components (New, Expansion, Contraction, Churn) over the last 12 months.05Customer Segmentation and Detail View
Implement a customer table view with search, filtering by plan or status, and a detailed customer drawer showing timeline history and LTV metrics.
Create a customers list page with search filtering by email and status (active, trialing, canceled). Clicking a customer opens a detail view displaying their full subscription timeline, total revenue generated, active plans, and invoice history. Ensure all queries are optimized with proper database indexes.
Cost vs paying for ChartMogul
What will you build it with?
Starting total with Claude Code$0 one-time
Starting costs (one-time)
- AI Coding Assistant (Claude Pro)$20.00
Total$20.00 one-time
Ongoing costs (monthly)
- Vercel Hobby & Neon Free Tier$0.00/mo
Total$0.00/mo
Paying for ChartMogul
$59/mo - $949+/mo
Your time to build
40-60 hours
AI tool credits
$20 (Claude Pro)
Break-even
Immediate
Vibe code ChartMogul: FAQ
- Can you vibe code ChartMogul yourself?
- Serious undertaking — 35/100 vibecodeable. Build a subset with a single billing provider, but expect severe challenges handling out-of-order webhooks and precise MRR movement calculations.
- How long does it take to vibe code ChartMogul?
- 4-6 weeks of dedicated development — roughly 40-60 hours of hands-on time with an AI coding agent.
- How do you build your own ChartMogul?
- Scoped to personal use: Next.js with Tailwind CSS and Recharts on the front, Next.js API Routes / Server Actions behind it, Neon (Serverless Postgres) for data. Follow the 5-step build guide on this page — each step has a paste-ready prompt for an AI coding agent.
- How do you code your own ChartMogul without being an expert?
- Use an AI coding tool (Claude Code or Cursor) and work in small steps: scaffold, data model, core screens, then deploy. Realistic effort: 4-6 weeks of dedicated development. The prompts on this page are written so the AI does the heavy lifting.
- How much does it cost to vibe code ChartMogul instead of paying?
- About $20.00 one-time to start and $0.00/mo to run, versus $59/mo - $949+/mo for ChartMogul. Break-even: Immediate.
- What stack should you use to vibe code ChartMogul?
- Next.js with Tailwind CSS and Recharts; Next.js API Routes / Server Actions; Neon (Serverless Postgres); plus PostHog for product analytics, Sentry for error monitoring.