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How to vibe codeBaremetrics

Subscription Analytics for your Business

baremetrics.com

SaaS Analytics & Metrics

Web app
68/ 100
Solid side project

The verdict: can you vibe code Baremetrics?

Build a single-gateway personal clone for your own SaaS in a few weekends, but keep paying for Baremetrics if you need multi-gateway billing normalization and audit-grade financial precision.

The UI and basic dashboard charts are straightforward to generate with an AI agent. The real engineering trap is writing the financial calculation engine: correctly categorizing MRR movements (new, expansion, contraction, churn) from raw asynchronous billing webhooks without double-counting prorations or trial conversions requires meticulous date math and idempotent transaction ledgers. Expect to spend significant iteration time debugging edge cases in subscription lifecycle state machines.

Estimated effort: 3-4 weeks of focused development and debugging

What you can't replicate

  • Certified integrations across dozens of billing gateways (Chargebee, Recurly, Braintree, Shopify)
  • Proprietary benchmark data across 900+ real companies
  • Guaranteed payment recovery ROI models

Founded

2013

Raised

Team

10-20

Cheapest paid tier

$75/mo

What Baremetrics does

Subscription analytics and financial metrics platform that aggregates billing data from providers like Stripe to calculate MRR, ARR, churn, and LTV.

Core features

  • Billing webhook ingestion engine (Stripe, etc.)
  • Financial ledger normalization and MRR calculation engine
  • MRR movement categorization (new, expansion, contraction, churn)
  • Interactive financial metrics dashboard (MRR, ARR, LTV, churn)
  • Automated dunning and payment recovery workflow
  • Cancellation exit survey and win-back form
  • Forecasting and scenario planning modeler
  • Team user management and role permissions

The business

Pricing

  • Launch$75/mo
  • Growth$255/mo
  • Scale$1,152/mo

Funding

Unknown / bootstrapped

Pay vs build, cumulative

Break-even at month 1 — after that, every month is money kept.

The hard parts of vibe coding Baremetrics

  • Timezone-aligned MRR calculation edge cases (prorations, mid-cycle upgrades, refunds, trial conversions)
  • Asynchronous webhook retry and idempotency handling across high-volume event streams
  • Financial accuracy matching exact accounting standards with zero arithmetic drift

How to vibecode Baremetrics

Prerequisites

  • Node.jsfree

    Required runtime for Next.js and TypeScript tooling.

  • GitHubfree

    Source control and deployment pipeline integration.

  • Stripe Accountfree

    Source billing data and webhook testing for your personal SaaS.

AI coding tools

Recommended stack

FrontendNext.js with Tailwind CSS and Recharts
BackendNext.js App Router API Routes
DatabaseTurso (SQLite at the edge)
Authbetter-auth
PaymentsStripe (Webhook ingestion target only)
OtherResend for email alerts and dunning

Hosting & infrastructure

CloudflareHosting Next.js frontend, API routes, and Turso database connection over edge$0-5/mo

Build guide

  1. 01Project Scaffolding & Database Schema

    Initialize the Next.js project with TypeScript, Tailwind CSS, and Turso SQLite via better-auth, establishing database tables for organizations, customers, subscriptions, invoices, and webhook audit logs.

    Create a new Next.js 16 project using the App Router, TypeScript, and Tailwind CSS. Configure better-auth with email/password authentication linked to a Turso SQLite database using Drizzle ORM. Set up database tables for: organizations, customers (id, external_id, name, email, created_at), subscriptions (id, customer_id, status, plan_name, mrr, billing_interval, current_period_start, current_period_end, canceled_at), invoices (id, customer_id, subscription_id, amount_due, amount_paid, status, created_at), and webhook_logs (id, event_id, type, payload, processed_at, status). Include proper indexes on customer_id and subscription timestamps.
  2. 02Stripe Webhook Ingestion Engine

    Build secure webhook ingestion endpoints for Stripe events (customer.subscription.created, updated, deleted, invoice.payment_succeeded, invoice.payment_failed), ensuring idempotent processing and robust error catching.

    Build a secure Stripe webhook API route in Next.js (/api/webhooks/stripe) that verifies webhook signatures using the Stripe SDK. Implement idempotent event handling by checking the webhook_logs table. Handle the following events: customer.subscription.created, customer.subscription.updated, customer.subscription.deleted, invoice.payment_succeeded, and invoice.payment_failed. On each event, parse the payload, update or insert customer and subscription records in the Turso database, and log the raw event. Ensure timezone handling normalizes all subscription amounts to monthly recurring revenue (MRR) values regardless of billing interval (annual, monthly).
  3. 03Financial Calculation Engine (MRR & Churn)

    Implement the core analytics calculation engine that computes MRR, ARR, Net Revenue Retention (NRR), Customer Lifetime Value (LTV), and breaks down MRR movements into new, expansion, contraction, and churn.

    Write a robust calculation utility in TypeScript for SaaS subscription metrics. Implement functions to compute: Total MRR, ARR (MRR * 12), Average Revenue Per User (ARPU), Customer Churn Rate, Revenue Churn Rate, and LTV. Implement an MRR movement breakdown engine that compares a customer's active subscriptions between month N-1 and month N to accurately categorize MRR deltas into: New MRR (first-time subscribers), Expansion MRR (upgrades), Contraction MRR (downgrades), and Churn MRR (cancellations). Write comprehensive unit test cases covering edge cases like mid-cycle proration and trial conversions.
  4. 04Dashboard Control Center UI

    Design and build the main analytics dashboard with Recharts, displaying high-level KPI metric cards and historical MRR movement trend charts.

    Build the main dashboard view in Next.js using Tailwind CSS and Recharts. Create KPI metric cards at the top for Current MRR, ARR, Net Churn Rate, ARPU, and Total Active Customers, showing month-over-month percentage changes. Below the KPI cards, implement two interactive charts: an area chart showing MRR growth breakdown (New, Expansion, Contraction, Churn) over the last 12 months, and a line chart tracking customer count and churn over time. Fetch data dynamically from internal API routes querying the Turso metrics tables.
  5. 05Automated Dunning & Payment Recovery

    Implement payment failure detection, automated email dunning sequences via Resend, and branded card-update landing pages.

    Build a payment recovery (dunning) subsystem. When an invoice.payment_failed webhook arrives, record a dunning session and trigger an automated email via Resend to the customer with a secure, tokenized link to a hosted card-update page. Create a frontend page (/billing/update-payment/[token]) where customers can securely update their default payment method via Stripe Elements. Upon successful card update, automatically clear the dunning alert and trigger an API call to retry the failed invoice in Stripe.
  6. 06Cancellation Insights & Exit Surveys

    Build a cancellation feedback flow and exit survey widget that captures cancellation reasons and feeds into churn analytics.

    Build a cancellation insights module. Create an embeddable exit survey modal component that triggers when a user attempts to cancel their subscription. The survey should collect structured feedback (reasons like 'too expensive', 'missing features', 'switching to competitor', 'other') and optional free-text comments, saving responses to a cancellation_surveys table. Build a dedicated analytics view in the dashboard that visualizes churn reasons by percentage and total lost MRR per cancellation category.
  7. 07Testing, Deployment & Polish

    Perform end-to-end testing with Stripe CLI test events, verify calculation accuracy, and deploy the application to Cloudflare.

    Perform a comprehensive review and polish of the application. Set up Stripe CLI test webhook forwarding to test end-to-end data flow from test checkout sessions through webhook ingestion to dashboard metric rendering. Add loading skeletons, error boundaries, and mobile-responsive layout adjustments using Tailwind CSS. Configure environment variables for Turso, Stripe, and Resend, and prepare the project deployment configuration for Cloudflare.

Cost vs paying for Baremetrics

What will you build it with?

Est. 18M in / 4.5M out tokens· Includes access to introductory usage of the default model with dynamic rate limits.$0

Starting total with Claude Code$0 one-time

Starting costs (one-time)

  • AI Coding Assistant Subscriptions$20
  • Domain Name (optional)$12

Total~$32 one-time

Ongoing costs (monthly)

  • Cloudflare Workers & Turso Database$0
  • Resend Email API (Free tier)$0

Total~$0/mo

Paying for Baremetrics

$75/mo (Launch tier)

Your time to build

40-60 hours

AI tool credits

$20/mo (Claude Pro / Cursor Pro)

Break-even

Self-hosted personal clone is free forever; paying for SaaS makes sense only if you need multi-gateway support and zero-maintenance reliability.

Vibe code Baremetrics: FAQ

Can you vibe code Baremetrics yourself?
Solid side project — 68/100 vibecodeable. Build a single-gateway personal clone for your own SaaS in a few weekends, but keep paying for Baremetrics if you need multi-gateway billing normalization and audit-grade financial precision.
How long does it take to vibe code Baremetrics?
3-4 weeks of focused development and debugging — roughly 40-60 hours of hands-on time with an AI coding agent.
How do you build your own Baremetrics?
Scoped to personal use: Next.js with Tailwind CSS and Recharts on the front, Next.js App Router API Routes behind it, Turso (SQLite at the edge) for data. Follow the 7-step build guide on this page — each step has a paste-ready prompt for an AI coding agent.
How do you code your own Baremetrics 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: 3-4 weeks of focused development and debugging. The prompts on this page are written so the AI does the heavy lifting.
How much does it cost to vibe code Baremetrics instead of paying?
About ~$32 one-time to start and ~$0/mo to run, versus $75/mo (Launch tier) for Baremetrics. Break-even: Self-hosted personal clone is free forever; paying for SaaS makes sense only if you need multi-gateway support and zero-maintenance reliability..
What stack should you use to vibe code Baremetrics?
Next.js with Tailwind CSS and Recharts; Next.js App Router API Routes; Turso (SQLite at the edge); plus Resend for email alerts and dunning.

Sources

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