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.
The thesis
A useful AI-search system must separate crawl evidence, search visibility, model observations, citation presence, citation support, and business decisions.
Evidence state
private. See the proof page for exactly what that state means and, more importantly, what it does not mean.
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
Limits and boundaries
- Private research repository
- Stochastic model observations are not presented as stable visibility
- Publication remains outside the analysis boundary