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OpenAI Signals Global Report

An introduction to measuring AI adoption and use through aggregated, privacy-preserving indicators.

Publisher
OpenAI
Publication
February 2026
Length
14 pages
Language
English
£19 GBP

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OpenAI

OpenAI Signals Global Report

2026 / RESEARCH

Independent research index / editorial cover

About this report

An introduction to OpenAI Signals and the measurement choices behind its view of ChatGPT adoption and use. The report describes the questions the initiative aims to support, the regional, age and task patterns it measures, and its approach to protecting privacy while sharing aggregate information. Its scope is platform-specific, making it a complement to official statistics and independent studies. Use it to understand what these indicators can contribute to workforce, education or policy discussions and what they cannot establish about the whole AI market.

The PDF is in English. This introduction and content guide are available in your selected language.

Who it is for

  • Policy and governance teams
  • Researchers and analysts
  • People and workforce leaders

Inside this report

  1. Why measure AI adoption with Signals
  2. Patterns across regions, ages and task types
  3. What the platform-specific indicators measure
  4. Privacy-preserving aggregate reporting
  5. Ongoing development and complementary evidence
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