Release v4.14.0 — Quiet Glass · Auriti-Labs/geo-optimizer-skill

Quiet Glass — structural pattern recognition

geo authority — site-level topical authority. AI engines map entities and multi-page coverage, not single pages. Clusters your sitemap by shared key terms (nav boilerplate filtered by document frequency), measures depth, hub-and-spoke interlinking, and pillar pages; authority score 0-100 with actionable recommendations.
```
geo authority --sitemap https://yoursite.com/sitemap.xml --brand "YourBrand"
```
geo drift — semantic drift between saved snapshots (MVP B). Score delta, per-category changes, crawlability regressions, schema degradation, severity verdict. --fail-on warning|critical makes it a CI tripwire.
```
geo audit --url https://yoursite.com --save-history   # (x2 over time)
geo drift --url https://yoursite.com --fail-on warning
```
Multimodal Readiness bonus check — alt coverage, figcaptions, VideoObject/AudioObject schema, subtitle tracks, transcripts. Multimodal engines index the transcript, not the pixels. Informational; new multimodal JSON section.
astro-geoready (integrations/astro-geoready) — Astro integration generating llms.txt, .well-known/ai.txt, and ai/summary.json at build time from your routes. Never overwrites hand-curated files. geoready.dev builds with it.
Free AI Citation Checker on geoready.dev (/tools/ai-citation-checker) + cost-guarded POST /api/citations in the web demo.
geoready.dev: live State of GEO benchmark, three new guides, newsletter.

Audit text/rich reports end with a platform funnel footer; machine formats untouched.

Full changelog: CHANGELOG.md