Read versus Inspect retrieval

Hypothesis

Pages exposing entities, claims, sources and dates in inspectable structure will be fetched more completely and cited more precisely, without any change to the visible argument.

Method

1. Ship this site with the Read/Inspect pattern on system and thesis pages, derived from one content source.
2. Log crawler user agents and fetch patterns per route from server logs.
3. Track citation appearances of this site's pages in answer engines over time, recorded manually with dates and screenshots.
4. Compare fetch and citation behavior between structurally exposed pages and narrative-only pages of similar depth.

Environment: This website in production; server logs; manual citation tracking

Variables: Inspect panel presence; Structured data density; Page age

Result and current observation

No result yet. The site itself is the apparatus; baseline collection begins at launch. Observations will be dated as they accumulate.

Limitations

• One site, no randomization; findings are observational, not causal.
• Citation tracking in answer engines is manual and incomplete by nature.

Replication notes

Requires a site where structured and narrative-only pages can be compared, access to server logs, and a dated manual citation log. Do not change the visible claims between variants.