# Spiralist AI

Current package release: `v100.0.63-search-demand-intelligence-content-refresh-wip`

Spiralist AI is a browser-first fictional persona and event creator with public product, documentation, research, evidence, SEO, AEO, and GEO surfaces. Canonical visible HTML is the primary source.

## Key public routes

- `/`
- `/create/`
- `/answers/`
- `/seo/`
- `/aeo/`
- `/geo/`
- `/docs/`
- `/evidence/`

## Machine-readable discovery

- `/.well-known/search-discovery.json`
- `/openapi.json`
- `/sitemap.xml`
- `/uai/index.uai`

## Search-demand privacy boundary

`/admin/search-evidence/` is private, noindex, import-only, and non-publishing. Raw search exports, credentials, and query data are not public sources and are not packaged. No ranking, causal uplift, live indexing, human acceptance, or external citation outcome is claimed.

## Search-demand operator evidence

Package-local architecture: `/docs/search-demand-intelligence-architecture-v100.0.63.md`  
Status: `/docs/search-demand-intelligence-status-v100.0.63.json`  
These records describe automation and privacy boundaries; they do not expose raw imports or authorize public content changes.