Generative Engine Optimization (GEO)
Search is shifting from ten blue links to direct AI answers. We engineer your brand’s semantic footprint so generative AI models cite, quote, and recommend you first.
Consistently cited as the top recommendation in 86% of ChatGPT and Perplexity buyer comparison queries.
Deliverables & Core Sprints
Everything included in our full-service execution. No outsourced retainers, no mystery checklists.
LLM Citation & Sentiment Audits
Evaluating how major LLMs perceive, extract, and cite your brand against industry competitors.
Entity Authority & Knowledge Graphs
Structuring semantic entity graphs that AI models recognize as primary authoritative sources.
llms.txt & Semantic JSON-LD Architecture
Deploying machine-readable documentation and linked-data schema tailored for AI scrapers.
Training Corpus Citation Seeding
Placing strategic brand mentions and data points in publications heavily indexed by model weights.
Conversational Query Optimization
Formatting content to answer natural-language, multi-step queries with high density.
AI Share of Voice Monitoring
Weekly programmatic tracking of your brand recommendation frequency across leading AI assistants.
The 5-Stage Execution Framework
How we take your campaign from discovery to repeatable, compounding revenue.
Discover
Benchmarking your brand’s current citation frequency across ChatGPT, Perplexity, and Claude.
Entity Audit
Analyzing knowledge graph associations, Wikidata presence, and external authority anchors.
Vector Strategy
Designing high-density data blocks and semantic structures optimized for RAG retrieval.
Technical Deployment
Implementing llms.txt, microdata schemas, and digital PR citations in AI training datasets.
Weekly Tracking
Monitoring recommendation share-of-voice and iterating content based on prompt responses.
Frequently Asked Questions
Clear, honest answers about our Generative Engine Optimization (GEO) deliverables and timeline .
What is Generative Engine Optimization (GEO)? +
GEO is the practice of optimizing your website content and digital presence so generative AI search engines like ChatGPT Search, Perplexity, and Google AI Overviews cite you as an authoritative recommendation.
How does GEO differ from traditional SEO? +
Traditional SEO optimizes for keyword algorithms and link crawlers. GEO optimizes for vector search, semantic embeddings, knowledge graphs, and large language model retrieval mechanisms.
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