GEO (Generative Engine Optimization)
Get cited by ChatGPT & Perplexity, not just Google
In 2026, international buyers find suppliers through AI. If your brand isn't in AI answers, you're invisible.
We force your brand into AI citation chains — 20 core questions, SOM ≥15%, 2 weeks sustained.
Are You Invisible to AI?
Quick experiment — open ChatGPT or Perplexity and ask:
Does the AI mention your brand? Or your competitor's? If it's the latter — you're already invisible in the AI era.
GEO Pipeline
Systematically make AI engines recognize, trust, and cite your brand
1. Semantic Infrastructure
Deploy llms.txt / full-llms.txt as AI crawler content index. Full-site Schema.org structured data (Product, FAQ, Article, Breadcrumb) so AI engines understand — not guess — your site structure.
2. Anti-AI-Smell Content
AI engines can detect and de-prioritize AI-generated content. Our content is human-written, factory-floor authentic, with real measurement data. Clean, authoritative language that answers buyer questions directly.
3. Sandwich Content Architecture
Every article follows "problem definition + deep evaluation + decision framework" structure. This format is evaluated by AI engines as high-information-density, high-citation-value content.
4. SOM Real-Time Tracking
Proprietary Python multi-model query script continuously tracks AI citation changes across 20 core questions. Data auditable and exportable. Weekly SOM reports delivered.
Process
From diagnosis to AI citation
GEO Diagnosis
Test current AI citation rate for your brand
Question Selection
Identify 20 core buyer questions
Infrastructure + Content
Schema/llms.txt/content production in parallel
Track + Verify
SOM tracking script validates ≥15% for 2 weeks
Case Study
One review article dominated Perplexity recommendations
Zero to 18% SOM in 30 Days: How One Hardware Review Forced Perplexity to Cite Our Client
No backlinks. No ad spend. Single 3,000-word technical review. SOM 0% → 18% in 30 days. The "Life Lab" neutral review strategy is replicable for any B2B category.
FAQ
What is GEO (Generative Engine Optimization)? ▾
GEO makes your website get cited by AI engines (ChatGPT, Perplexity, Google AIO) when they answer user questions. In 2026, more international buyers discover suppliers through AI search — if you're not in the AI answer, you're invisible.
How is GEO different from SEO? ▾
SEO focuses on keyword rankings and click-through rates. GEO focuses on AI engine citation rate (SOM). SEO optimizes Google results pages. GEO optimizes AI training data and retrieval logic.
What does SOM ≥15% mean? ▾
SOM (Share of Model) means your website is cited by AI engines in at least 15% of the 20 core buyer questions. Sustaining this for 2 weeks proves your brand has entered the AI engine's "trusted source library."
Why the 2-week sustained period? ▾
AI citation logic isn't fixed — model updates, index refreshes, and competitor content changes affect results. A 2-week sustained period eliminates one-time lucky citations.
How are the 20 buyer questions selected? ▾
Multi-dimensional analysis: industry forums (Reddit, Quora), SEO keyword tool long-tail queries, competitor FAQ gaps, and proprietary AI query scripts. We cover the full purchase decision chain.
Test Your AI Visibility First
Free GEO audit reveals how AI engines currently see your site — then we build your citation strategy.
Free GEO Audit →Explore other service tiers