Legal Content &
Entity Graph Architecture
Authoritative content designed to educate clients and feed AI recommendation engines.
Your firm’s expertise is locked inside billable hours.
Unpublished authority earns nothing.The partners hold decades of specialist knowledge, and almost none of it exists in a form a client can read or an AI engine can cite. What does get published is usually generic commentary written by an agency with no grounding in legal practice, indistinguishable from every other firm’s.
AI recommendation engines answer client questions by citing whoever documented the answer first and structured it clearly. When your practice areas are represented by thin service pages and your partners by a resume, the engines have nothing to attribute to your firm—so they attribute it to the firm down the road.
What Is Entity Graph Architecture?
AI engines don’t read pages—they map entities (your firm, partners, services, and regions) and how they connect. A good article isn’t enough; AI requires structural proof that your partner delivers that expertise in that jurisdiction.
Most firm websites leave this data fragmented. Entity graph architecture connects your partners, practice areas, and track record into a machine-readable map—ensuring ChatGPT and Perplexity cite your firm.
Four builds that make your firm citable.
Knowledge Graph & Schema Engineering
Transforming unstructured partner expertise into custom JSON-LD schemas and semantic entity nodes that search crawlers and LLMs consume directly.
Asynchronous Partner Voice Extraction
Converting 15-minute partner audio briefs into high-authority practice group insights—zero drafting or typing required by your fee-earners.
LLM Citation & Retrieval Optimization (GEO)
Structuring practice area guides so ChatGPT, Perplexity, Gemini, and Claude synthesize your firm as the definitive authority in your jurisdiction.
Settlement & Judgment Track Record Databases
Formatting past transaction histories, litigation outcomes, and regulatory wins into structured, machine-readable databases—allowing corporate general counsel and LLMs to immediately verify your firm’s practice depth.
Flat HTML pages
Documents with nothing declaring what they are.
Disconnected pages
Islands: no link from partner to practice to place.
No entity graph
Scattered facts an engine cannot attribute.
Targeted, authoritative expertise
Written for the matter a client arrives with.
Schema mapping
Partner, practice and region declared as linked.
One connected map
Every claim traced back to your firm.
Ready to see where your firm stands in AI search?
Start with diagnostic data, not agency guesswork.Before committing capital to a new website, digital advertising, or legal content; senior counsel need baseline diagnostic data. We audit your firm’s digital presence across ChatGPT, Gemini, Perplexity, and Claude to pinpoint exact visibility gaps. 10-day turnaround. Zero billable hours required from your partners.
AI Search Audit →