Generative Engine Optimization: We engineer the citations LLMs use to recommend your brand.
Generative Engine Optimization (GEO) for brands ready to be referenced natively inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.
AI Search Approach
Architecting your brand for the generative era.
Modern LLMs do not navigate page-authority vectors. They retrieve from semantic spaces. We ensure your brand is densely and authoritatively represented across the sources AI systems trust.
AI citation baseline audit.
We test your brand against the queries your buyers actually run inside ChatGPT, Claude, Perplexity, and Gemini to log when you are cited and when competitors take your place.
Earned Media & PR Dominance.
We build presence across independent review directories and publisher sites. AI search models exhibit a systematic 70-90% bias toward third-party Earned Media over brand-owned or social content.
Justification Engineering.
We format and enrich your pages to satisfy justification attributes. AIs don't just index; they synthesize justified shortlists based on specific buying criteria.
Earned Media Dominance
We audit and optimize your brand authority across the third-party platforms and publisher review sites AI search retrieves from.
API-able Brand Structuring
We turn your website into a scannable API for AI agents by structuring specifications, pricing, and product logic cleanly.
Justification Formatting
When an AI scans your page, it extracts clear, scannable comparisons, pros/cons, and value propositions for its shortlist justifications.
Citation Rate Tracking
We measure share of voice inside generative answers across models and monitor citation drift.
Strategy & Execution
From raw data to verified AI citation.
We map the entity gap between your site and the third-party publisher review directories and comparison portals that LLMs use during retrieval.
We restructure your pages to match LLM extraction habits, deploying clean Q&A matrices, pros/cons sheets, and structured tables to feed AI reasoning frameworks.
We target authoritative local-language and vertical-specific media, establishing the backlinks and external profiles needed to build AI-perceived authority.
We track your LLM citation rate as a primary KPI across model providers and re-deploy entity reinforcement where coverage decays.
SaaS platform captures 85% share of voice in top-tier AI conversational queries.
Enterprise SaaS: By restructuring technical documentation into quote-ready formats and optimizing Wikipedia/Wikidata entities, the brand became the default recommended provider across ChatGPT and Claude.
View the case study