Story
Charts that spread, and the numbers behind them.
ViralChart exists because every good chart idea has already been tried in public. The ones that spread are the best free research a maker of charts can get, and almost nobody records why.
Why ViralChart exists
A chart from an AI lab, a venture firm or a data account reaches a million people in a day. Then it is gone from the feed and nobody can say how far it travelled, against what, or what the data was. We keep those charts, measure each one against its own account, and keep the numbers.
The product follows four steps. See what spread, on a live wire. Know why, with one honest number and a short reading. Make yours, by redrawing a chart in the same style with your own numbers. Build with the data, through an API and an MCP server.
How we measure “x usual likes”
Big accounts get big numbers, so raw likes say little. For each chart we take its likes and divide by what a typical post from the same account earns. The typical post is the account's median, so one huge hit does not inflate it. Accounts with fewer than five posts in our store get no multiple.
Worked example
Agent Arena Overall by Arena, Oct 13, 2026.
963 likes divided by a usual 20 is 48.1x. It reached 105.1K views.
Things the multiple is not. It is not a quality score and it does not say the chart was right. A multiple under 2x is shown in grey because it is within the range of a normal post. Counts are public numbers read from X and keep moving after we read them, so each chart page says what it holds.
Where the charts come from
Public posts from 572 accounts: AI labs, big tech, chip makers, developer tools, investors, benchmark sites, newsrooms, data publishers and independent chart makers. A model reads each image to confirm it is a chart, name its topic and form, and tag it. Numbers inside a chart are read from the picture and are estimates unless the publisher printed them.
Sourcing rules
- We show a chart as it was published. We cite the publisher, the platform and the date as plain text.
- We do not link to the original post. Every click on ViralChart opens a ViralChart page.
- A remake is labelled as a redraw. We never draw a publisher's logo or artwork into a remake, and a remake never claims to be the original.
- If a publisher asks us to remove a chart, we do, usually the same day. See takedowns.
- We do not publish a chart a publisher did not publish. If a company posted no chart, it has none here.
Who is behind it
[Company legal name], Ontario, Canada. This page is a draft; the people and the address will be added before launch.