- Giants
- The Kobeissi Letter
- US Spending as % of GDP
US Spending as % of GDP
The Kobeissi Letter's bar chart drew 174.3K views on X: 0.8x its typical post and #30 of 48 The Kobeissi Letter charts we track by views. Read Oct 12, 2026.
AI will become one of the largest spending categories in the US economy:
Why it spread
This post spread because it hit a hot topic that week with an independent author, reaching 166,262 views, 903 likes, 114 reposts, 29 quotes, and 143 saves, with a quote rate above average and source reach in the top quarter.
What worked
- It leads with a bold, simple claim that AI will become one of the largest spending categories in the US economy.
- It anchors that claim in a single striking projection, AI services at a record 8.8% of US GDP in 2032.
- It frames the number as yearly spending by businesses and consumers on AI company services, making an abstract share feel concrete.
What to borrow
We can pair one bold framing sentence with one memorable projected share from our own data, then explain in plain terms what that share represents in yearly spending.
Careful
Do not copy the forward-looking projection as if it were settled fact, and do not over-read the engagement numbers since comments and account-typical baselines are not available.
Written by our analysis model from the measured numbers above, not by The Kobeissi Letter.
Make it yours
Your numbers, in this bar chart.
Starts from the real numbers of "US Spending 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 2a60acbb4ec5.
| Path | Returns | Plan | |
|---|---|---|---|
| GET | /api/v1/charts/2a60acbb4ec5 | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/2a60acbb4ec5/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/2a60acbb4ec5/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/2a60acbb4ec5/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.
More from The Kobeissi Letter
All 48
Other giants using a bar chart
All 152
Questions people ask
How far did The Kobeissi Letter's "US Spending as % of GDP" chart travel?
174,287 views, 936 likes, 119 reposts and 147 saves on X, read Oct 12, 2026. A normal post from @KobeissiLetter gets about 230.4K views.
What kind of chart is it?
A bar chart. US spending categories compared as percentage of GDP.
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.