- Light navigation (under 20 links): ~78% of the first read is real content.
- Medium (20–59 links): ~55% — nearly half the read goes to menus and markup; most pages sit here.
- Heavy navigation (60+ links): ~33% — two-thirds of the read is chrome before the agent reaches your answer.
OAI-SearchBot. A page the agent dismisses on first read almost never gets a second look — re-reads are earned by keyword find hits. Full pipeline mechanics: How Deep Research reads your site.
Source: How ChatGPT Deep Research reads your site: What the logs reveal, Peec (David Konitzny), Jun 2026.