Generative Engine Optimization
Search & AI Visibility — optional llms.txt (non-Google), AI crawlers, structured data, and citation tracking. Start with the primer, then the ChatGPT and Perplexity playbook.
Supporting articles
- 9 min
How to get cited by ChatGPT and Perplexity
A step-by-step GEO playbook for earning LLM citations — llms.txt, AI crawler permissions, FAQPage schema, citable stats, and weekly citation tracking. From LuminaForge.
- 8 min
AI crawler policy for GEO — search=yes, ai-train=no, and full Disallow
GEO requires AI systems to access your site. LuminaForge explains Content-Signal, robots.txt blocks, and why crawler policy belongs next to Search Console wiring and optional llms.txt — with our public allow-list.
- 9 min
Topic clusters for GEO and SEO — semantic content that AI can cite
Topic clusters map pillars, supporting articles, and service pages into one entity graph. LuminaForge shows how to wire clusters for Google, ChatGPT, and Perplexity without filler content.
Ready when you are
Start with a process review.
Book a process review or request a free AI Visibility Snapshot. We respond within one business day. No pressure, no jargon deck.
FAQ
Questions about topic guides.
2 answer-ready questions — semantic markup and FAQPage schema for search and AI assistants.
2 Q&As · FAQPage schema
Does LuminaForge publish case studies on topic guides?
No. Case studies are not a public marketing surface. Relevant work is shared on request after a process review or a conversation. Topic guides stay focused on the articles.
How do topic guides help GEO?
Guides cluster pillar and supporting articles with consistent entity language, internal links, and service-page hubs — the same semantic graph LLMs and Google use to infer topical authority.