How AEO Actually Works
Classic search engine optimization versus answer engine optimization for AI-driven search. This guide pulls together everything on Onexial tagged aeo — 9 connected nodes across definitions, workflows, tool stacks, comparisons, prompts and applied use cases — and orders it the way you would actually learn it: vocabulary first, then process, then tooling, then execution. Every item below links to a full node with its own examples and connections, so you can go as deep as you need without losing the map.
Core concepts behind AEO
Before wiring anything together, the vocabulary has to be precise. These 4 definitions cover the terms that show up in almost every AEO discussion — each one links to a full entry with an example and its own connections inside the graph.
Generative Engine Optimization (GEO)
Optimizing content to be cited by generative answer engines like ChatGPT, Perplexity and Google AI Overviews.
Schema Markup
Structured JSON-LD tags that describe your page to search engines and answer engines.
Structured Data
Schema.org JSON-LD that describes page content to machines.
llms.txt
A markdown index at /llms.txt that helps LLMs read your site.
Trade-offs and comparisons
Most AEO decisions are trade-offs rather than right answers. These 2 comparisons break down the real differences, when each option wins, and the recommendation for the common case.
SEO vs AEO
Classic search engine optimization versus answer engine optimization for AI-driven search.
SEO vs GEO (Generative Engine Optimization)
Traditional SEO ranks pages. GEO gets you cited inside AI answers. You need both.
Prompts you can reuse
Prompts are reusable components. Each of these 3 prompts is written to be dropped into a AEO workflow with minimal editing, including the context it expects and an example output.
FAQ Block Generator (AEO-Optimized)
Turn any article into 5 crisp FAQ Q&A pairs, formatted for FAQPage schema.
Rewrite for AEO Prompt
Restructure existing content so answer engines cite it.
FAQ Generator Prompt (AEO-Optimized)
Generate FAQ Q&As from a page for schema markup.