Generative Engine Optimization: the citation engineering discipline.
GEO is the named methodology behind getting cited by ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews. Entity architecture, llms.txt strategy, content patterns, and platform-specific tactics — engineered as a unified discipline, not a content add-on.
What is GEO?
Generative Engine Optimization (GEO) is the practice of structuring content so that generative AI systems — ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews — cite it as an authoritative source. Unlike traditional SEO that targets ranking positions, GEO targets citation in AI-generated answers. It includes content patterns optimized for AI extraction, entity authority architecture, llms.txt strategy, and platform-specific optimization.
— Resocial GEO Strategist · Updated 2026-05-09AI-referred traffic grew 527% YoY. Top 15 domains capture 68% of all citations.
89% of B2B buyers now use generative AI in their purchase journey. Yet most brands have no GEO strategy at all.
The window is closing. We treat GEO as a full discipline — entity authority, content patterns, citation building, platform-specific tactics — not a content tactic bolted onto existing pages. For the framework behind how GEO differs from (and depends on) traditional SEO, see GEO vs SEO.
The full GEO discipline.
Entity authority architecture
Wikipedia + Wikidata, schema Organization with stable @id, sameAs across platforms, founder Person schema with knowsAbout.
Content GEO patterns
Quick Answer Blocks, definitional sentences, FAQ schema, comparison tables, structured citations to primary sources.
llms.txt strategy
Both files (llms.txt and llms-full.txt) at site root, auto-generated, structured for AI crawler consumption.
Platform-specific optimization
Tactical work for ChatGPT (Wikipedia), Perplexity (Reddit, freshness), AI Overviews (FAQ schema), Gemini (YouTube), Claude (primary citations).
Citation building
Tier-1 publication outreach, expert quotes via HARO, Reddit content strategy, original research as link magnets.
Continuous tracking
Daily polling across 5 AI platforms × 50 priority queries through our AI Search Visibility Tracker.
GEO questions.
Is GEO different from AEO?
GEO is the broader discipline that includes AEO. AEO focuses specifically on winning the synthesized "answer slot." GEO covers AEO plus all the surrounding work — entity authority, content patterns, citation building.
How long until we see AI citations?
Quick Answer Blocks and FAQ schema show results in 30-60 days. Entity authority work compounds over 3-6 months. Original research delivers AI citation boosts within 60-90 days of publication.
Do we need to abandon traditional SEO to do GEO?
No. They reinforce each other. Traditional SEO foundations make GEO work. GEO patterns help traditional rankings. We do both in parallel.
Can you guarantee AI citations?
No, and you should be skeptical of anyone who does. We can guarantee tactical execution and measurable progress against the seven GEO metrics — citation frequency, share of voice, brand visibility, and others.