Constellation
An evidence-gated AEO, GEO, search, citation, and prompt-intelligence system that preserves provenance and missing evidence instead of compressing everything into a magic score.
01 / The thesis
A useful AI-search system must separate crawl evidence, search visibility, model observations, citation presence, citation support, and business decisions.
02 / Evidence state
private. See the proof page for exactly what that state means and, more importantly, what it does not mean.
03 / What exists
- Canonical crawl and analysis pipeline
- Evidence-state and provenance contracts
- Citation fidelity and claim-support analysis
- Prompt-to-page and decision-support artifacts
04 / Limits and boundaries
- Private research repository
- Stochastic model observations are not presented as stable visibility
- Publication remains outside the analysis boundary