Platform migration for AI search
Why Wix, WordPress, and page builders cap GEO readiness — and what a high-performance Next.js stack ships instead.
Supporting articles
- 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.
- 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
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.
Public proof
Case studies in this guide
Byrd Enterprises
Byrd Enterprises — Facebook-only discovery to production Next.js site
Robert Byrd's veteran-owned mobile car care, handyman, and small-engine repair business in Springfield MO — live at bigbyrdenterprises.com with three service lines, FAQPage schema, and llms.txt while Facebook keeps community.
LuminaForge
LuminaForge.ai — the site is the case study
How we engineered the LuminaForge marketing site for instant mobile load, Core Web Vitals in the green, full GEO infrastructure, and AEO answer patterns on Next.js 16 in under three weeks.
We&Co
We&Co — WordPress to Next.js migration with 3.6× faster load
Live in-browser audit: legacy WordPress vs LuminaForge Next.js at weandco.org — 3.6× page load, 66% less JavaScript, full GEO/AEO stack, and a referral networking platform for Southwest Missouri.
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FAQ
Questions about topic guides.
2 answer-ready questions — semantic markup and FAQPage schema for search and AI assistants.
2 Q&As · FAQPage schema
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.