Engineered Visibility for AI Answer Engines
Structured Entities
Clean knowledge data for LLMs
Real-time Citation
Track brand visibility in prompts
Technical GEO Audits
Identify citation gaps and risks






Structured Entity Engineering
We build precise knowledge graphs and structured data feeds, ensuring your brand's core entities are accurately understood and referenced by large language models. This feeds clean data directly into AI.
LLM Citation Indexing
Our real-time monitoring tracks your brand's prompt visibility across top generative engines like ChatGPT, Perplexity, and Google AI Overviews. We ensure your brand is cited correctly and prominently.
Technical Prompt Audits
Identify citation gaps and prompt displacement risks before they impact your organic traffic. Our audits provide actionable insights to optimize your answer-engine footprint and secure your position.
From Audit to Dominance
Initial Prompt Audit
Entity Architecture Design
Citation Indexing & Placement
Continuous Monitoring & Refinement
We begin with a deep technical audit of your current LLM footprint and citation landscape, identifying immediate opportunities and risks.
Our team designs and implements a robust structured entity architecture, optimizing your data for direct ingestion by generative AI models.
We strategically place and optimize your brand's entities for maximum citation frequency and prominence within key answer engines.
Ongoing real-time monitoring and iterative refinement ensure your prompt visibility index remains high and adapts to evolving AI algorithms.
Ready to Secure Your AI Search Presence?
Receive a tailored technical proposal outlining how Generative Engine Optimization can transform your brand's visibility in the new search paradigm.
