1. Chart data
  2. In a 2026 study, startups shown how to reorganize around AI
Social CapitalScatter plot · 38 points · Social Capital

In a 2026 study, startups shown how to reorganize around AI earned 1.9x the revenue

The numbers behind a chart Social Capital published, redrawn natively. Check the original, study the data, then make your own.

Estimated from the image 51%All chart data
Chart by Social Capital. Source: x.com

Simplified redraw

Drawn by us from the numbers below. Hover, tap or use the arrow keys.

A simplified redraw: it shows the numbers in our own look, not the look of the original. One accent marks what the chart is about. Values marked with ~ in the table are estimates.

The numbers

First 10 of 38 points are free
GroupSeriesxValue ($)SourceConf.
5thTreatment group5~0Estimate0.80
5thControl group~0Estimate0.30
10thTreatment group10~0Estimate0.80
10thControl group~0Estimate0.30
15thTreatment group15~0Estimate0.80
15thControl group~0Estimate0.30
20thTreatment group20~0Estimate0.80
20thControl group~0Estimate0.30
25thTreatment group25~0Estimate0.80
25thControl group~0Estimate0.30

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See all 38 points and download the files

The full table, the JSON, a CSV and the agent skill file for this chart. These are Max in the plan; while this is a prototype your email unlocks them.

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30thTreatment group30~0Estimate0.80
30thControl group~0Estimate0.30
35thTreatment group35~0Estimate0.80
35thControl group~0Estimate0.30
40thTreatment group40~0Estimate0.80
40thControl group~0Estimate0.30
45thTreatment group45~0Estimate0.80
45thControl group~0Estimate0.30
50thTreatment group50~0Estimate0.80
50thControl group~0Estimate0.30
55thTreatment group55~0Estimate0.80
55thControl group~0Estimate0.30
60thTreatment group60~0Estimate0.80
60thControl group~0Estimate0.30
65thTreatment group65~0Estimate0.80
65thControl group~0Estimate0.30
70thTreatment group70~0Estimate0.80
70thControl group~0Estimate0.30
75thTreatment group~0Estimate0.30
75thControl group75~0Estimate0.80
80thTreatment group~0Estimate0.30
80thControl group80~0Estimate0.80
85thTreatment group~0Estimate0.30
85thControl group~0Estimate0.30
90thTreatment group~100000Estimate0.30
90thControl group~100000Estimate0.30
95thTreatment group~400000Estimate0.30
95thControl group~200000Estimate0.30
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JSONAgent skill file

API · Max

Use this chart via API

On the Max plan you can pull this chart's numbers with the provenance of each one, as JSON or CSV, with its redraw spec, or call it from an agent over MCP. Chart id eef175bd581a.

See the Max planAPI docs
PathReturnsPlan
GET/api/v1/charts/eef175bd581aTitle, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/eef175bd581a/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/eef175bd581a/render?view=1The draw-only view this page usesOpen
POST/mcpTool get_chart_data with this id, for Claude, Cursor and other agentsMax
curlMax
curl -s https://viral-chart.com/api/v1/charts/eef175bd581a/data \
  -H "Authorization: Bearer $VIRALCHART_KEY"
Claude CodeMax
claude mcp add --transport http viralchart https://viral-chart.com/mcp \
  --header "Authorization: Bearer $VIRALCHART_KEY"

60 requests a minute per key; over that you get 429 with Retry-After. Up to 5 keys per account, made on your account page and shown once. Without Max, the data route answers 402 with a link to the plans. The numbers describe a chart its publisher owns, and every file carries a license note.

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Questions people ask

How accurate are these numbers?

They are estimated from the image by two independent passes, with confidence 0.51 on a 0 to 1 scale. Printed numbers read well; values read off an axis can be a few percent off.

Can I reuse this data?

The numbers describe a chart that Social Capital published. The image, layout and styling belong to them. Use the numbers with a credit to the publisher, and make your picture from your own data.

How do I get the file?

The JSON, CSV and agent skill file are under the email gate on this page. In this prototype they are static files at /api/charts/eef175bd581a.json and /api/charts/eef175bd581a.skill.md.