What it does
Find viral posts in your niche, ranked against each creator's usual
Kadenza finds the posts in your niche that did far better than their creator's own usual, on LinkedIn, Instagram and YouTube. Each one has an outlier score, so the list is real breakouts, whatever the creator's size.
"Viral" is a slippery word. A post with a million views from a celebrity tells you nothing about what would work for you. The posts worth studying are the ones that broke out for someone close to your size and your topic, because they show an idea that pulled people in on its own.
How Kadenza decides what's a breakout
Every post is compared with its creator's usual. That comparison is the outlier score: 4× means four times that person's normal. Sort by it and the top of the list is the posts where something clicked, whatever the creator's size. Read more on what an outlier score is.
One place for every platform
The people you track on LinkedIn, Instagram and YouTube all sit in the Radar, filtered by platform, format and date. You can check the week's top outliers in a few minutes and keep the ones worth a closer look.
What to do with a breakout
Copy its code into your own Claude or ChatGPT and ask why it worked and how you'd make your version. Our guide on finding viral posts in your niche has the questions to ask, and the weekly routine shows how to make it a habit that fits a busy week.