Find what’s costing you MRR, and ship the fix
An AI agent that finds every drop-off
For small SaaS on Stripe. It joins Stripe, your product analytics and GitHub, ranks every funnel problem by the dollars at stake, and opens a pull request for the biggest one. You approve it.
Why MRR drops are hard to explain
Stripe shows your MRR. Your analytics shows clicks. They don’t line up.
So when revenue drops, you spend hours digging through Stripe, events and the database.
And you still can’t say which product problem costs the most.
One loop across the funnel, from drop-off to fix
Mendloop connects Stripe, your product analytics and GitHub, then watches every stage: landing page, signup, activation, paid conversion and churn.
Trials stall at the import step
Activation · since the October release
- What changed
- 41% of trials stop at CSV import
- At stake
- About $1,210 of MRR a month
One fix, start to finish
For the biggest leak, Mendloop asks the users who dropped off, writes a hypothesis and opens a draft pull request. Nothing merges until you approve it.
Before you go
What stopped you importing your data?My file has more than 10,000 rows and it keeps timing out.
Send
A revenue leak report, on day one
From the data you already have: MRR at stake by cause, failed payments kept apart from people who chose to cancel, and the numbers that don’t match between Stripe and analytics. The numbers here are made up.
MRR at stake$4,350
From failed payments$1,840
Stripe customers not in analytics212
| Problem | Stage | MRR at stake | Next |
|---|---|---|---|
| Card renewals failing | Billing | $1,840 a month | PR ready |
| Trials stall at CSV import | Activation | $1,210 a month | Asking users |
| Cancels after the export limit | Churn | $760 a month | PR ready |
| Teams at the seat limit never upgrade | Expansion | $540 a month | Needs you |
Ranked by dollars
Every problem is sized in MRR, so you start with the biggest one.
Failed payments apart
Expired cards aren’t counted as people who chose to leave.
Says when it isn’t code
If the problem is pricing or fit, it tells you instead of opening a PR.
Today’s tools, and where Mendloop fits
Revenue tools show that MRR moved. ChartMogul says its AI can’t take actions yet, and PostHog says a revenue finding is almost always an investigation for a person. In the tools we checked, none ranks product problems by dollars and opens the fix.
| Job | ChartMogul, BaremetricsRevenue analytics | PostHogRevenue analytics in beta | StripeSigma and its agent tools | Do it yourselfA coding agent and MCPs | MendloopRanked fixes as PRs |
|---|---|---|---|---|---|
| Joins revenue with product usage | ChartMogul AI, no actions yet | Payments data; the join is yours | You build it | Customer by customer | |
| Ranks problems by dollars at stake | Shows what moved | Reports for a person | Revenue figures | Your prompts | Every problem, in MRR |
| Asks users why they drop off | No | Surveys you set up | No | If you build it | At the step they leave |
| Opens the fix as a PR | No | Files findings for a person | No | If you set it up | A draft PR you approve |
| Checks the result after | Dashboards | Dashboards | Dashboards | By hand | Re-checks the dollars |
| What it costs | ChartMogul Scale from $100 a month | Free while in beta | Varies by plan | Your time | Set with early teams |
Early access
Day one
A revenue leak report for your product
Built for small SaaS on Stripe with paying users.
- Self-serve SaaS, 1 to 20 people, billing on Stripe
- PostHog, Mixpanel or GA4 for product data, and code on GitHub
- The founder runs growth and approves each PR
Common questions.
What founders ask before they connect Stripe and GitHub.
- What does Mendloop do?
- It connects Stripe, your product analytics and GitHub, finds where users drop off across the funnel and ranks each problem by the MRR at stake. For the biggest one it asks the users why, writes a hypothesis, opens a draft pull request with the fix and checks whether the metric improved.
- Which tools does it connect?
- Stripe with a restricted key that can read but not write, PostHog, Mixpanel or GA4 (or your app database), and GitHub.
- What do I get on day one?
- A revenue leak report from the data you already have: MRR at stake by cause, failed payments kept apart from cancellations, the top three problems ranked by dollars, and the numbers that don’t match between Stripe and analytics. Pull requests come once you approve one.
- Will it change my code without asking?
- No. It opens a draft pull request, and you or the product owner approve it before anything merges.
- How does it treat failed payments?
- As their own problem. Expired or declined cards are kept apart from people who chose to cancel. One founder on Indie Hackers found about a third of their “lost” accounts were card expiry (Apr 2026).
- What if Stripe and my analytics don’t match?
- It matches customers by email and IDs, and lists the ones it can’t match instead of guessing. Several Stripe accounts are kept apart so revenue isn’t counted twice.
- Is a dollar ranking proof of the cause?
- No. Usage data shows what happens together, so each problem comes with a hypothesis, the answers behind it and, after the fix, a check on whether the dollars moved.
- How is it different from ChartMogul, Baremetrics or PostHog?
- Those show that MRR moved, and ChartMogul says its AI can’t take actions yet. Mendloop ranks the product problems behind the move by dollars and opens the fix as a pull request.
- What if the problem isn’t in the code?
- If the issue is pricing, product fit or a finance question, it says so instead of opening a pull request.
- What does it cost?
- We’re setting the price with our early-access teams. Join the waitlist and you’ll see it before you commit to anything.