Grador
Paste an app link and get a score from 0 to 100, a revenue estimate, a roast and a share card.
LiveProductSince September 2026
Open grade.koglabs.com
What it does
- What goes in
- A website or an app store link.
- What comes out
- A score from 0 to 100, a 5-year revenue range (P10, P50, P90), a one-line roast and a share card.
- What you do
- You paste the link and read the grade. Every grade goes into the public gallery.
The story
Founders guess what their app could earn. Grador makes the guess explicit, with a range instead of one number.
The estimate combines traffic, public claims, app store data and priors, then runs 2,000 simulated paths for growth and failure. A count on a page is a lower bound, not revenue.
The hard part is honesty about error. On a set of known revenues the median miss is 0.31 in log10, about two times. Some misses are worse, up to 7.7 times, and they stay on my list of open work.
Stack
- Next.js 16
- TypeScript
- Postgres
- Tailwind CSS 4
- satori
- resvg