Half of ChatGPT messages are now Google-style queries, OpenAI dataset shows
VeryWellVersed · x · 2026-10-28
Kevin Indig dug through OpenAI's updated ChatGPT usage dataset (Signals v3.0, Jul 2024–Sep 2026) and found several surprises:
- Google-style queries are half of messages: 48% in Sep 2026 (up from 43% in Jul 2024) — 20% simple searches, 28% practical guidance; peaked at 51.4% in Apr 2026.
- Personal messages jumped from 48% to 68% of all messages, mostly because search-heavy personal use grew; Google-style questions are 53% of personal vs 38% of work messages.
- Commercial research at work grew 75%: "obtain information about goods or services" rose from 1.7% to 2.9% of US work messages (Q1 2025 vs Q3 2026).
Signal for SEO/AEO practitioners: ChatGPT is absorbing traditional search use cases at scale.
More from AGI Musings
- Frontier Models as CapEx, Open Models as OpEx: Where AI Token Spend Is Heading — curious_vii · 2026-10-28
- Chris Albon's thought experiment: how would AI history differ if another community found scaling? — chrisalbon · 2026-10-28
- AAAI/ICLR Reviewer: About Half of Reviews Look AI-Generated, Peer Review in Crisis — dsmirza · 2026-10-28
- Toby Walsh's 'God AI': Past Tech Automated Muscles, AI Automates Decisions — TobyWalsh · 2026-10-28
- Reddit debate: AI curing baldness vs humanoid robots giving autonomous haircuts — which comes first? — Neurogence · 2026-10-28
- Risk researcher: policy briefings still recapping what Yudkowsky argued a decade ago — davidmanheim · 2026-10-28