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OpenAI Signals

OpenAI data, research, and stories on real-world AI use.

OpenAI Signals 2026Q1 update > Cover Image

How ChatGPT adoption broadened in early 2026

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Signals consumer data

Browse the data to see global consumer ChatGPT adoption patterns, geographic distribution, and work and non-work use.

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Signals B2B data

Learn how AI is accelerating enterprise advantage through deeper integration, agentic workflows, and scaled adoption.

Recent news

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Introducing the OpenAI Economic Research Exchange

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How frontier firms are pulling ahead

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Equipping workers with insights about compensation

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New tools for understanding AI and learning outcomes

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Scaling social science research

Reports

How ChatGPT adoption broadened in early 2026

May 2026 | Q1 data shows consumer adoption growth among users over 35 and those with typically feminine names.

How frontier firms are pulling ahead

May 2026 | B2B Signals shows how the frontier advantage is beginning to compound for firms using AI more deeply, more broadly, and in more delegated workflows.

Main Street entrepreneurship, powered by ChatGPT

May 2026 | Empowering entrepreneurs with ChatGPT.

The AI jobs transition framework

April 2026 | Mapping AI’s near-term impact on jobs.

ChatGPT and the price of work

March 2026 | How Americans use ChatGPT to help them close the wage information gap.

OpenAI Signals

February 2026 | A new resource to measure AI adoption and empower decisions, while protecting privacy.

How India uses ChatGPT

February 2026 | Explore how users in the world’s largest democracy have adopted ChatGPT.

Ending the capability overhang

January 2026 | Proposals to close the gap between what AI tools can do and how users are using them.

State of enterprise AI 2025

December 2025 | A comprehensive look at how enterprises are adopting AI.

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Data and methodology

Download data and understand the methodology behind what we have published.

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Research and analysis

Research and analysis on how AI is being adopted and its impact on the economy and society.

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