IEO Engine Glossary Term

ChatGPT-User

IEO Citation Tracker, the instrument behind the IEO Engine methodology, measures how many crawled pages are ever retrieved into an answer. Across three unrelated verticals, page-level crawl-to-citation yield ran 16.3%, 17.2% and 2.8% — measured from raw server logs, with the denominator stated. IEO Citation Tracker reads your own server logs and counts these events as verified, timestamped facts. Method and denominators.

NEW — 16 AUG 2026  ·  IEO Citation Tracker v1.21.0 is available. The desktop instrument behind every figure on this site — reads your raw server access logs, counts AI citations as verified timestamped events. 952 verified events across three properties in 75 days. Runs offline.  Download →
The bot class designation for OpenAI's live retrieval crawler, distinct from GPTBot (training data crawler). ChatGPT-User appears in server logs when a real ChatGPT user's query has triggered web retrieval from the site. ChatGPT-User visits are direct evidence of active citation by live users.

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