If you have ever thought that ChatGPT is only for seeking advice on how to survive Monday and for writing nice and polite emails to your bosses, you might be surprised. Namely, OpenAI has published its largest report to date on how people actually use ChatGPT.
The data from OpenAI, collected between May 2024 and June 2025, shows that users of this tool have a much broader and more sophisticated usage that ranges from personal planning to professional content creation.
An analysis of over a million conversations shows that most messages users send to ChatGPT are actually not work-related. In June 2024, 53 percent of messages were of a ‘personal nature’, while a year later, that share grew to as much as 73 percent. Each new generation of users shows a tendency to use ChatGPT more for private than for business purposes.
Practical instructions, information seeking, and writing
However, although personal use dominates, the professional application of the tool remains significant. When analyzing the thematic structure of conversations, three main groups dominate: practical instructions, information seeking, and writing.
Practical instructions, including advice, tutorial instructions, and ‘how-to’ content, account for approximately 29 percent of all queries. Writing, which constituted 36 percent of all conversations in July 2024, fell to 24 percent in a year, while information seeking recorded growth from 14 to 24 percent. Technical assistance, including programming, mathematical calculations, and data analysis, decreased from 12 to 5 percent, while multimedia content, creation, and analysis of images increased from 2 to over 7 percent, peaking in April 2025 when OpenAI introduced new image generation capabilities.
Productivity tool
When focusing on business messages, writing becomes the most dominant activity. More than 40 percent of all work-related queries pertain to various forms of writing, while practical instructions account for 24 percent. Most requests in the writing category actually relate to modifying or refining existing content, such as document corrections, translations, or summarizing arguments. Only a smaller portion of queries pertains to the creation of entirely new content.
An analysis of message intent further clarifies how ChatGPT is used. Almost half of all messages are classified as ‘Asking’, meaning seeking information and advice, while 40 percent fall into the ‘Doing’ category, where users ask the tool to create content for them, whether it be emails, reports, code, or tables. The remaining 11 percent pertains to ‘Expressing’, which involves expressing opinions and views without economic effect. For work messages, Doing constitutes 56 percent of queries, clearly showing that employees primarily use ChatGPT as a content production tool and for task execution, while information seeking remains a secondary purpose.
Further analysis of work activities reveals that ChatGPT is most commonly used in a professional context for obtaining and documenting information, interpreting data for others, and providing advice and problem-solving. Creative thinking and working with computers also occupy a significant share, while other activities make up a smaller portion of queries. In other words, ChatGPT assists employees in tasks that require analytical and creative approaches, while routine tasks are addressed partially or in combination with the user.
