Topic clusters and semantic SEO
Pillar pages, supporting articles, service hubs, and public proof — how LuminaForge wires semantic relationships for Google and LLMs.
Supporting articles
- 8 min
SEO vs GEO vs AEO — three disciplines, one engine strategy
Traditional SEO ranks blue links. GEO gets you cited by LLMs. AEO wins Google AI Overviews and Perplexity Direct Answers. Here is how LuminaForge delivers all three in one engagement.
- 7 min
What is Generative Engine Optimization (GEO) — and why it eats SEO from below
Generative Engine Optimization is how you get cited by ChatGPT, Perplexity, Grok, and Claude. A practical primer with the exact infrastructure pattern we ship on every LuminaForge build.
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FAQ
Questions about topic guides.
Are password-protected prospect case studies listed in topic guides?
No. LuminaForge topic guides link only to public, approved case studies on /work. Password-protected previews for prospects stay off the work index, sitemap.xml, llms.txt, and these hubs until the client approves publication.
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.