Generative Engine Optimization
Restructure your digital footprint so ChatGPT, Perplexity, Claude, and Google AI Overviews cite and recommend your brand.
Executive Summary
Overview & Impact
Generative Engine Optimization (GEO) is the practice of optimizing digital content, brand authority, and structured data so that large language models and AI answer engines cite your business as a primary source. It focuses on answer-first content hierarchies, high-information density, entity corroboration, and crawlable JSON-LD schemas.
Search is transitioning from blue links to direct AI answers. If your brand is not structured for LLM extraction, you disappear from buying shortlists. Vexsio audits your existing entity presence, rewrites key pages into dense definitional assets, adds rigorous JSON-LD schemas, and secures third-party entity citations across authoritative knowledge graphs.
What's included
Everything the engagement covers.
LLM Entity Knowledge Graph Audit
We benchmark your brand visibility across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews.
Answer-First Content Architecture
Restructuring web pages into 40–60 word extractable answers, structured comparison tables, and Q&A blocks.
Comprehensive JSON-LD Schemas
Deploying Organization, Service, Product, FAQPage, and Article structured data that bots parse instantly.
Third-Party Entity Corroboration
Securing authoritative mentions across Wikipedia, Wikidata, industry directories, and top citation sources.
AI Crawler Accessibility
Configuring robots.txt, llms.txt, and server-side rendering so AI bots like GPTBot and ClaudeBot index your content.
Ongoing AI Visibility Tracking
Bi-weekly prompt monitoring measuring brand citation share of voice across all major AI search interfaces.
Our process
How generative engine optimization gets delivered.
A structured roadmap from discovery to live deployment with transparent sprint reviews.
- 01
Workflow Audit
We map the current steps, volumes, exceptions, and the cost of each manual handoff.
- 02
Solution Design
Decision logic, data sources, tone, and escalation rules agreed in writing.
- 03
Build and Evaluate
We build against a graded test set drawn from your own historical operational cases.
- 04
Pilot with Humans in the Loop
Live traffic runs with review, so accuracy is measured before autonomy widens.
- 05
Scale and Monitor
Full rollout with real-time dashboards for resolution rate, cost, and escalation volume.
Tools & technologies
Related services
Work that usually sits alongside this.
FAQ