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).
Public
- Live aggregate rates and counts on the article
- Methodology and limitations prose
- Published studies under /research
On request (this pack)
- Full branded + generic / goal query list
- Observation ledger: date, engine, query, cited/miss, page vs domain tier, cited URL when applicable
- 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