[Epic][GEO] Improve visibility and citability in AI answer engines #100

Goal

Make Trigenys Insights easy for generative answer engines (ChatGPT search, Perplexity, Gemini / Google AI Overviews, Claude) to discover, understand, trust and cite.

Existing foundations

• Static public/llms.txt (GEO: publish a concise llms.txt discovery file for Trigenys Insights #48)
• Organization, WebSite, Article, BreadcrumbList JSON-LD in src/seo/structuredData.ts (SEO/GEO: add Article structured data to localized editorial posts #46)
• Crawlable server HTML (fix(seo/P0): preserve human loading skeleton and crawler-readable HTML #97, [P0][SEO/GEO] Public crawlability, sitemap freshness and indexation verification #98)
• Traceable sources field on posts

Workstream

P1 — quick, high impact (no schema migration)

• Dynamic llms.txt + llms-full.txt generated from Payload
• Expose post sources as citation in Article JSON-LD
• Enrich Organization entity (description, sameAs, location, topics)
• Explicit AI crawler policies in robots.txt + news sitemap

P2 — citable content

• "Key takeaways" field on posts, rendered and exposed in JSON-LD
• Optional per-post FAQ with FAQPage schema
• Markdown rendition of each article
• Richer author pages with Person schema

P3 — measurement

• Track AI referral traffic and AI crawler hits

Sub-issues are linked below.