Legal Practices
AI answers questions about your firm with outdated practice areas, wrong jurisdictions, and departed attorneys.
When prospective clients ask AI for legal help, accuracy matters. Wrong practice areas, outdated attorney bios, and jurisdiction errors can send the wrong client to the wrong firm — and create regulatory risk.
AITWIRE helps law firms publish authoritative practice area, attorney, and jurisdictional facts — and monitors when AI systems misrepresent them to prospective clients.
AI Drift Monitor — Legal Practices
ChatGPT recommends firm for family law — practice wound down 2 years ago
Perplexity lists Michael Torres as Senior Partner — departed Q4 2024
AI Overview recommends firm to Alberta client — not licensed in Alberta
Quora thread cites $250/hr rate from 2021 — rate structure changed
AI recommends your firm for practice areas you no longer handle
Your firm wound down its family law practice two years ago. ChatGPT still recommends you for family law in your city — and you receive inquiries from prospective clients you can't help. Incorrect practice area representation wastes everyone's time and creates professional risk.
Departed attorneys appear in AI descriptions of your team
A senior partner left to start their own firm. Their name still appears in AI answers about your firm's team, their profile still ranks on your old website, and LinkedIn keeps them associated with your practice.
AI ignores your jurisdiction limitations
Your firm is licensed in Ontario and Quebec. AI systems recommend you to prospective clients in Alberta and British Columbia — where you have no licence to practise. Jurisdictional accuracy in AI answers is a professional conduct issue.
AI quotes outdated fee structures and retainer policies
A Quora thread from 2022 where a former client described your fees has become an AI training signal. Current prospective clients are being told incorrect information about your billing model before they even make contact.
How AITWIRE fixes it
Practice area and LegalService schema
Publish LegalService JSON-LD for each practice area with accurate scope, jurisdiction, and attorney assignments. When AI answers 'what does [firm] specialise in,' it gets today's practice profile — not the old website copy.
Attorney bio schema with current credentials
Publish Person/Attorney JSON-LD for each current attorney with their bar membership, jurisdictions, specialisations, and years of call. AITWIRE monitors when AI systems cite outdated or departed attorney information.
Jurisdictional restriction governance
Assert canonical facts about your firm's geographic and jurisdictional scope. AITWIRE detects when AI systems recommend your firm to prospective clients in jurisdictions you cannot serve — a potential professional conduct concern.
Fee and engagement model accuracy
Assert canonical facts about your billing model, consultation fees, and retainer policies. Fact Governance flags when AI systems describe your fees inaccurately — based on outdated reviews or forum posts.
Legal category query monitoring
AITWIRE probes the queries prospective clients use — 'best employment lawyer in [city],' 'corporate solicitor for [type of transaction]' — and tracks whether your firm appears accurately and where competitors are displacing you.
Social profile and directory consistency
AI systems cross-reference multiple sources about a law firm — website, LinkedIn, bar association directories, legal directories. AITWIRE audits consistency across these surfaces and ensures your sameAs links anchor the canonical firm entity.
See what AI currently says about you
Free audit — no account required. Under a minute.