Unicorne

Hourly re-ranking on verified payment streams can get noisy fast from refunds, annual-plan spikes, and provider latency causing leaderboard churn and false “viral” signals.

Best practice is event-sourced revenue normalization with dedupe + currency handling, anomaly detection, and confidence intervals with smoothing so ranks move on statistically significant deltas.

How are you normalizing Stripe vs Paddle vs RevenueCat events (refunds, trials, upgrades) and do you expose a confidence score or audit trail for why a startup moved up?

The first interface was indeed a bit overwhelming, but once you open the company's interface, the left-center-right layout is refreshing.

its 100% free?!

Awesome job marc!

Checking the unicorn dashboard every day to
A: Get inspiration

and B:
Check if MoveMRR has made it up the leader board yet!

Honestly, it is quite a huge motivation to see other successful dev and dig into their background story, just to realize you can do the same thing yourself!

Keep it up!
Your #1 fanboi <3

TrustMRR is awesome!

I need to sell more to be listed there :D

This is genius ahahah!

Congrats on the launch guys :)

amazing idea! Though i did not know that information from Stripe is in open source.