GEO · GENERATIVE ENGINE OPTIMIZATION
GEO Research
Generative Engine Optimization: make your content correctly cited, understood and recommended in AI search and conversations — not just indexed by traditional search engines.
What is GEO?
GEO (Generative Engine Optimization) is a content optimization methodology for AI answer systems like ChatGPT, Perplexity and Gemini. Traditional SEO pursues 'top ranking'; GEO pursues 'being cited and trusted'.
Citable
Structured, evidence-backed content is easier for AI to extract as answer snippets.
Understandable
Clear semantics and entity relations reduce the chance of model misreading.
Trustworthy
Credible sources and consistent facts raise the weight of being recommended.
Beaver Workshop's GEO Practice
For every piece of content we run automated GEO self-checks covering evidence strength, structural clarity, entity completeness, FAQ coverage and credible sources, with actionable suggestions.
- ✓Does the title and opening directly state a citable conclusion
- ✓Does it include structured FAQs (sentiment/comparison/price/risk) to cover long-tail questions
- ✓Are key facts backed by authoritative sources and citation links
- ✓Is JSON-LD (Article / FAQ / Breadcrumb) generated for AI and search engines to parse
Want your content seen by AI?
Read practical GEO cases in our Technical Notes, or run bulk GEO self-checks via our Content API.