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US Private Software Investment
The Kobeissi Letter's line chart drew 145K views on X: 0.6x its typical post and #40 of 48 The Kobeissi Letter charts we track by views. Read Oct 14, 2026.
BREAKING: US private fixed investment in information processing equipment and software is now up to a record 5.05% of US GDP.
Why it spread
This post spread because it paired a hot topic that week with an independent author, and the measured numbers were large and concrete: 86,295 views, 329 likes, 34 reposts, 6 quotes, and 36 saves, with a quote rate below average.
What worked
- The headline number was framed as a record, with private fixed investment in information processing equipment and software at 5.05% of US GDP.
- The post stacked three supporting figures in plain language: an increase of 1.08 percentage points since Q3 2023, a surge of $531 billion over that period, and a record annual rate of $1.65 trillion.
- The chart was a simple line showing the GDP share rising sharply, it was branded, it showed a source line, and it came from a source in the top quarter of reach.
What to borrow
We could take one of our own series, state the record level as a share of a bigger total, then add the change since a clear starting point and the dollar move behind it, all in the post text above a single clean line chart.
Careful
Do not copy the hot topic timing or the independent author effect, since those are not ours to control, and do not over-read the engagement: the quote rate was below average wiped out, and the post had no comment count, so the spread rests mainly on views and saves rather than debate.
Written by our analysis model from the measured numbers above, not by The Kobeissi Letter.
Make it yours
Your numbers, in this line chart.
Starts from the real numbers of "US Private Investment in Software as a % of GDP" by The Kobeissi Letter. Replace every number with yours before you post. Make one like this, step by step
Free pictures carry a small "Made with ViralChart" line. That line is how other people find us.
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 f53832c78907.
Approximate values. Our two readings of this chart agreed only in part (confidence 0.37 of 1), so check the original before you quote a number. The API marks it lowConfidence, and ?min_confidence=0.5 leaves it out.
| Path | Returns | Plan | |
|---|---|---|---|
| GET | /api/v1/charts/f53832c78907 | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/f53832c78907/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/f53832c78907/render?view=1 | The draw-only view this page uses | Open |
| POST | /mcp | Tool get_chart_data with this id, for Claude, Cursor and other agents | Max |
curl -s https://viral-chart.com/api/v1/charts/f53832c78907/data \
-H "Authorization: Bearer $VIRALCHART_KEY"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 far did The Kobeissi Letter's "US Private Software Investment" chart travel?
145,012 views, 610 likes, 58 reposts and 56 saves on X, read Oct 14, 2026. A normal post from @KobeissiLetter gets about 230.4K views.
What kind of chart is it?
A line chart. US private software investment as GDP share rises sharply.
Can I use The Kobeissi Letter's chart?
Use the format, not the picture. The chart, logo and design belong to The Kobeissi Letter. ViralChart redraws the chart type with your numbers and words, and credits the original publisher.