Your Stripe data knows which customers will expand, contract, and churn. You're not asking it.

$2,997–$4,997 · 2 weeks · expansion revenue guarantee

Built for B2B SaaS companies on Stripe with $1M+ ARR

THE PROCESS

2 weeks. From Stripe data to revenue clarity.

Extract + Segment

We connect to your Stripe account via read-only API key. Extract and clean your billing data. Build the RFM segmentation model. Map revenue cohorts by plan, acquisition month, and feature usage. You see your customer base in segments — not as a flat list.

Analyze + Deliver

We identify expansion opportunities — which accounts are ready to upgrade and why. Build the MRR waterfall so you see exactly where revenue is growing, contracting, and churning. Create customer health scores. Deliver the full report and dashboard with a walkthrough call.

What you walk away with.

RFM Segmentation with Actionable Segments

Your customers grouped by Recency, Frequency, and Monetary value. Each segment has a label, a size, and a recommended action — not just a chart.

Revenue Cohort Analysis

Cohorts by plan, by acquisition month, by feature usage. You see which cohorts retain, which expand, and which quietly contract.

Expansion Opportunity Report

A ranked list of accounts ready to upgrade — based on usage patterns, plan limits, and engagement signals. Your CS team knows who to call.

MRR/Churn Waterfall Dashboard

New, expansion, contraction, churn — broken out monthly. You see exactly where revenue is moving and why.

Customer Health Scoring Model

Every account scored on health. Your team stops guessing which accounts need attention and starts prioritizing based on data.

Recommended Actions per Segment

For each RFM segment: what to do, who owns it, and what outcome to expect. Analysis that leads to action, not another slide deck.

Is this you?

You have Stripe but no revenue analytics beyond MRR. You know the number goes up or down — but not why.

You can't identify which accounts are expansion-ready. Your CS team reaches out to everyone the same way.

You don't know which customer segments are most profitable. Pricing decisions are based on intuition, not cohort data.

Your CS team has no data on account health. They find out about churn when the cancellation email arrives.

Not a fit if:

You're not on Stripe, under $1M ARR (not enough data for meaningful segmentation), or you need real-time billing automation — we do analysis, not billing ops.

Expansion revenue guarantee.

If we can't identify expansion revenue opportunities worth more than the analysis fee, full refund.

Book the analysis — $2,997 →

Questions.

Or book a call →

What Stripe access do you need? +

A read-only API key. We never modify your Stripe data. We’ll walk you through creating a restricted key with the exact permissions needed.

What about data privacy? +

We don’t store your raw Stripe data after the engagement. Analysis happens during the project, and you receive the outputs. We can sign an NDA before we start.

What does RFM mean? +

Recency, Frequency, Monetary — a segmentation method that groups customers by how recently they paid, how often they pay, and how much they spend. It surfaces your best customers, your at-risk accounts, and your expansion opportunities in one model.

Does this integrate with our CRM or CS tools? +

The outputs are delivered as structured data (CSV, dashboard) that your team can import into HubSpot, Salesforce, Gainsight, or any CS platform. We don’t build the integration, but the data is ready for it.