OpenAI Released Great ChatGPT Data With Terrible Charts

OpenAI Released Great ChatGPT Data With Terrible Charts

Author

Peter Walker

|

Read time: 

1 minute

Published date: 

September 16, 2025

OpenAI's usage dataset showed that Specific Info was the top conversation category—but the charts were so poorly designed they required a full rebuild to...

LinkedIn: OpenAI Released Great ChatGPT Data With Terrible Charts

OpenAI just released a great dataset on how people are using ChatGPT — and then wrapped the findings up in some god-awful graphs.

Couldn't take it, had to re-chart.

𝗜𝗻𝘁𝗲𝗿𝗲𝘀𝘁𝗶𝗻𝗴 𝗙𝗶𝗻𝗱𝗶𝗻𝗴𝘀

  • The biggest single conversation category of the 20+ OAI tracked was "Specific Info". Lots of folks using ChatGPT in place of Google search it seems.

  • Biggest topic area (covering multiple categories) was Practical Guidance. Users want instruction on specific tasks, advice on creative ideas, and health tips.

  • Clear that writing and everything associated with writing (editing, translating, summarizing, etc) is still a massive reason to turn to ChatGPT. Nearly 30% of queries were writing related.

  • Would have expected technical help to be a bigger proportion, although maybe it's quite narrowly defined.

  • Also candidly shocked that "relationships" and the "games" lines comprise ~2% combined. Lots of media swirl around AI girlfriends but maybe that's not happening on this platform specifically.

Fascinating, now that we can read what's happening.

If you're summarizing major findings in a chart, make them readable! Don't use stacked bars of different sizes with sub-segments 😁

#insights

Peter Walker
Author: Peter Walker
Peter Walker runs the Insights team at Carta, focused on discovering key data and narratives across the private capital ecosystem. In a former life, he was a marketing executive for a media analytics startup and led the data visualization team at the Covid Tracking Project.

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