LEAKLENS - revenue-risk dashboard What it does

LeakLens is a revenue-risk dashboard that turns raw billing and usage data into a live account health view, flagging which customers are quietly drifting toward churn before it shows up in MRR.

The problem it solves

According to MGI Research, 42 percent of businesses experience revenue leakage, and SMB-focused SaaS companies face annual churn as high as 31 to 58 percent, often because billing and usage signals sit in disconnected systems no one is watching in real time. LeakLens closes that gap by turning scattered data into one clear risk view, before the cancellation happens. 

How I built it

Built entirely in Bubble, using Bubble AI to scaffold the initial page layout and design system, then hand-refined the data model, workflows, and logic. The core architecture mirrors patterns from tools like Stripe (billing event ingestion) and Amplitude (usage event tracking). Two workflows handle CSV upload and parsing, feed the data into a unified account record, and trigger the dashboard build once both sources are loaded.

How to use or test it

There are two ways to get a live dashboard running:

Demo mode: Click Create Dashboard, then click Load Demo Data. Once the confirmation reads "Demo Data Loaded," click Build Dashboard.

File data: Upload the billing CSV and usage CSV (Download CSV here), click Upload CSV. Once it reads "Billing and Usage Data Loaded," click Build Dashboard. Click on the account in Dashboard to get more details and recommendation on it.

What's next

LeakLens is currently an MVP, built to prove the core risk-detection logic end to end. The roadmap includes:

Live integrations with Stripe and Amplitude, replacing manual CSV uploads with real-time billing and usage data feeds An AI response layer that turns each risk flag into action: drafting a personalized outreach email, suggesting a check-in call, or pinging the account's CSM directly, based on what the risk signal actually indicates. Thank You! 😍 #BuiltWithBubble #NoCode #RevOps #ChurnPrevention

Impressive! Works very well...Wish you the best.

PUSHBACK | Bubble Free-For-All I came back to freelancing this year, and the hard part turned out not to be the work. It is the conversation before the work. Budgets that shrink, deliverables that multiply, deposits that quietly disappear. I would replay a call for two days afterwards and see exactly what I should have said in the moment. Then it clicked. I have that conversation maybe four times a year. The person across from me has it every week. That is not a talent gap, it is a reps gap. So I built somewhere to get the reps. PUSHBACK is a negotiation dojo. You pick a client, you get a brief with your rate and the four terms you have to protect, and you have twelve turns against an AI client with a hidden objective. Five clients, five different attacks. The Discount Hunter says his budget is half your rate. It is not. The Scope Creeper accepts your price instantly, then takes it back one deliverable at a time. The Friend Rate never names a number. The Committee sends every term to someone who is not in the room. The Ghost wants to start now and sign later. While you talk, the app keeps score. An offer sheet sits next to the chat, the client reads it, and every time you give ground a tracker quotes your own words back at you with a price on them. At the end you get a grade, and it is arithmetic, not an opinion: the percentage of your rate that survived, minus 25 for every term you failed to protect. End it without the client agreeing and it closes as NO DEAL. Built in Bubble. One Claude call per turn in a backend workflow, forced tool call so the answer comes back as typed fields. The model plays the client, the app keeps the books, so the same session always gives the same grade. The first time I played it I lost 600 dollars to Marc in four turns. Second time I did not. No signup. One click and you are in the room. #BubbleFFA #NoCode #Bubble #Contra 🚀