← Live AI citation rates for aeoforged.com
Visibility dogfood data pack
Aggregates on the public article update from daily engine checks. The full evidence pack is available to genuine researchers and independent analysts on request — not published as an open dump.
Packs released: 0 (approved download tokens; revoked tokens are not counted).
Page last updated .
Public
- Live aggregate rates and counts on the article
- Methodology and limitations prose
- Published studies under /research
On request (this pack)
This pack is the full observation ledger, the query list, and the protocol notes — after a logged request, not as an open dump.
- Full branded + generic / goal query list
- Observation ledger: date, engine, query, cited or miss, and the cited URL when we have one
- Prompt templates / observation protocol notes
- Daily or weekly aggregate snapshots for trend inspection
- Scoring rubric detail beyond the high-level eight dimensions
- README: formats, field definitions, known limitations
Access process
- Submit the form below (work email + short purpose)
- Light review — research / independent analyst requests preferred
- We log every request
- We aim to respond within 48 hours
- After approval you receive a private download link (90-day token) for an auto-generated zip — not an open dump