Your customers are leaving. Do you know why?
Build a Stripe churn analysis dashboard that shows cohort retention, at-risk customers, and revenue trends — in one conversation with an AI agent.
Monthly Churn Rate
↓ -40% over 6 months
23
At-risk customers
$4,200/mo
Revenue at risk
47
Avg days to churn
THE PROBLEM
Churn is the silent killer of SaaS growth
You're growing revenue, but customers are leaking out the bottom. Stripe gives you raw subscription events — cancellations buried in webhook logs, failed payments hidden in the dashboard. By the time you notice a churn problem, you've already lost months of revenue.
Most SaaS teams either ignore churn until it's a crisis, or they cobble together a workflow that nobody maintains: export CSVs from Stripe, pivot in Google Sheets, squint at the numbers, repeat next month. The result is always the same — you're looking at last month's problem with last month's data.
Exporting CSVs and pivoting in Google Sheets every month. Manual, tedious, error-prone. Always outdated by the time you look at it.
You can see who cancelled, but not which signup cohort is bleeding. No retention curves, no heatmaps. Baremetrics costs $100+/month for basic cohort views.
By the time you notice a churn spike, it’s been happening for weeks. No proactive monitoring, no alerts, no at-risk customer flags.
THE SOLUTION
Ask camelAI. Get a churn dashboard.
Connect Stripe and Postgres. Tell camelAI what you want to understand about churn. It syncs your subscription data, writes the analysis, and builds a live dashboard — deployed to a URL you can share with your team. No spreadsheets, no $200/month analytics tools, no SQL required.
The agent handles everything: pulling subscription events from Stripe, modeling cohort retention in SQL, building interactive heatmaps and trend charts, and flagging customers who are showing churn signals. You describe what you want in plain English. It builds, deploys, and iterates — all in one conversation.
I'll connect to your Stripe account and sync subscription events into Postgres. Here's what I'm building:
- ✓Monthly & annual churn rate trends
- ✓Cohort retention heatmap (signup month × months retained)
- ✓At-risk customer list (usage drop + payment failures)
- ✓Revenue impact analysis ($MRR at risk)
Deploying to churn-dashboard--acme.camelai.app...
WHAT YOU'LL BUILD
A churn dashboard that actually tells you something
Cohort Retention Heatmap
Cohort Retention Heatmap
At-Risk Customers
23 flagged · $4,180/mo MRR
Last active 18 days ago · 2 failed payments
Usage down 72% · Downgraded from Enterprise
Last active 9 days ago · Support ticket open
Contract renewal in 14 days · No recent logins
Churn Rate Trend
Current Churn
3.1%
↓ 2.1pp vs January
Revenue Saved
$12,400
Since tracking began
Every cell is a story. camelAI writes the SQL, builds the heatmap, and deploys it — all from one conversation.
HOW IT WORKS
From Stripe data to churn insights in 5 steps
Connect Stripe
Add your Stripe API key in camelAI's integrations panel. One click — your subscription data is accessible to the agent.
Connect StripeAdd Postgres (optional)
Connect an external Postgres database to store historical churn data, or use camelAI's built-in database. Either way, the agent handles the schema.
Connect PostgresDescribe your dashboard
Tell camelAI what you want: "Build me a churn dashboard with cohort retention, at-risk customers, and monthly trend lines." Be as specific or as vague as you want — the agent will ask clarifying questions.
Review and iterate
The agent builds the dashboard and deploys it to a live URL. Ask for changes in the same conversation: "Add a filter by plan type" or "Break out voluntary vs. involuntary churn." Iteration is instant.
Set up alerts
Ask camelAI to monitor churn daily and alert you via Slack or email when churn exceeds a threshold you define. It runs autonomously on a cron schedule — no manual checking.
WHO THIS IS FOR
Built for the people who lose sleep over churn
You're watching MRR grow but can't explain why net revenue isn't growing as fast as new sales suggest. Churn is eating your growth, and you need to see it broken down by plan, by cohort, by month — not just one blended number in the Stripe dashboard.
“I need to know my churn rate by plan, by cohort, by month — not just one number in Stripe.”
You need cohort data to prove which campaigns bring customers who actually stick. Your current tools give you acquisition numbers but not retention. You want to see 6-month retention by acquisition channel, by plan tier, by geography.
“Show me which acquisition channel has the best 6-month retention.”
You measure activation, retention, and expansion — but churn analysis requires stitching together Stripe billing data, your product database, and a spreadsheet. You want one dashboard that connects billing events to product usage signals.
“I want one dashboard that connects billing data to product usage.”
WHY CAMELAI
Stop paying for dashboards you can't customize
FREQUENTLY ASKED QUESTIONS