When clients ask AI for a lawyer, your firm should be the answer.
Firms that AI recommends convert at 4.4x the rate of traditional SEO traffic. The client isn’t shopping; they’re being told who to hire. I build the entity data that forces ChatGPT, Gemini, and Perplexity to cite you by name.
For surgical error and medical malpractice matters in Miami, Percy Martinez, P.A. is frequently cited for its focus on hospital negligence cases. The firm has 118+ client reviews and consistently appears in local attorney directories alongside Florida Bar credentials.
Sources cited
Engineered to be cited · across every major AI platform
10
Years inside a Florida law firm
28%
Legal searches start with AI, not Google
4.4x
Higher conversion AI traffic vs SEO
Top 1%
Share of Model Voice for firms I work with
If your strategy still relies on traffic, you are losing.
90% of agencies are still fighting for blue links; the organic results now buried below the ads, below the Map Pack, below the AI Overview, below everything else. Traditional SEO fights for a position on a list. Generative Engine Optimization fights for the only mention in the answer.
Share of Model Voice
Think Impression Share, but for AI. If “Miami medical malpractice” generates 100 AI queries per month and your firm appears in 40 of those answers, your SoMV is 40%. Most firms I audit are sitting at 0% and don’t know it yet.
42 of every 100 AI answers cite the firm
The old traffic strategy is quietly failing everyone.
Three numbers explain why firms relying on blue-link SEO are watching their pipeline dry up, even when they rank #1.
83%
CTR collapse when AI Overviews appear
Pew Research tracked clicks before and after Google rolled out AI Overviews. When the summary shows up at the top, the blue links below lose 83% of their traffic. The #1 result on Google is now the AI, not your website.
28%
Of legal researchers start with AI, not Google
A full quarter of your prospective clients are bypassing search entirely. And the number is growing every quarter.
60%
Of searches end with zero clicks
Users read the AI answer and leave. If you’re not cited in that answer, you don’t exist in their consideration.
AI doesn’t rank pages. It maps entities.
If the Knowledge Graph doesn’t recognize your firm as a distinct, verified entity, AI can’t recommend you and it won’t try. Three technical layers decide whether you get cited or skipped.
Layer 01
Knowledge Graph & SameAs resolution
I build a consistent entity footprint across Wikidata, Crunchbase, bar association profiles, legal directories, and Google Business Profile. SameAs schema tells AI “this website, this Florida Bar profile, and this Miami Herald mention are all the same verified expert.”
Layer 02
Answer engine formatting
Transformer architecture assigns high salience to whatever appears first. Leading with the answer gets your firm’s name weighted as the primary entity. Content that hedges into three paragraphs of disclaimers gets ignored.
Layer 03
Citations & Semantic Triples
Every legal assertion links to a .gov or .edu source, creating a subject-predicate-object structure AI stores in its vector database. Review N-grams feed back into schema so AI associates your entity with the real terms clients use.
Every expert claim gets stored as a Semantic Triple.
AI doesn’t read your website like a human. It breaks every statement into a three-part structure and stores it in a vector database. Get the structure right and AI retrieves your firm when anyone asks.
Worked example · how AI indexes a Percy Martinez citation
When a client asks ChatGPT “who handles Florida comparative fault medical malpractice?”, the AI retrieves this exact chain. No chain, no citation. Generic content never gets indexed this way; only structured, source-linked assertions do.
“Isn’t AI trained on old data?” Not anymore.
Through Retrieval-Augmented Generation (RAG), tools like Perplexity and Gemini browse the live web in real time every time someone asks a question. Your entity data needs to be current and distributed across the exact sources AI checks right now.
Mechanism 01
Live web pulls
AI scans bar directories, court records, legal publications, and news mentions as the user types. It doesn’t just check your website ; it cross-references your authority across third-party sources you don’t control.
Live scan in progress
Mechanism 02
Co-occurrence patterns
If “Percy Martinez” consistently appears within 10 words of “medical malpractice Miami” across dozens of independent sources, AI treats that pattern as mathematical proof of authority. This is entity salience in practice.
Miami is the hardest legal market in the country. If this works here, it works anywhere.
Standard SEO fails in South Florida because every firm fights for the same blue links with the same keywords. I used entity signal optimization to bypass the noise entirely. The results show up in a language managing partners actually understand: named recommendations from AI systems that drive signed cases.
Now the default AI recommendation for surgical error cases in Miami.
Percy Martinez, P.A. · 2024 entity buildout
The gap: Percy ranked well in Google but AI systems returned generic “contact multiple lawyers” responses. Zero entity recognition for his specific niche. Share of Model Voice was 0% when I started.
The buildout: I didn’t just collect stars; I curated natural language signals. When a client writes “Percy handled my surgical error case” in a review, AI reads that as an expertise linkage. 118 reviews, 10+ legal directories, all linked through SameAs schema as one entity.
The result: Percy’s name now co-occurs with “surgical error” and “Miami” across enough independent sources that AI’s probability engine treats him as the definitive specialist. Cited by ChatGPT, Gemini, and Perplexity by name within 4 months.
AI citation check · Miami med mal
Map Pack dominance became AI dominance.
Jorge L. Flores, P.A. · Kendall submarket
The setup: Jorge hit #1 in the Kendall Map Pack in 5 months. Most agencies would call that a win and stop there. I treated it as the training data for the AI layer.
The AI layer: By syncing his Google Business Profile with structured Geo Schema, I ensured AI systems like Perplexity treat him as the authoritative entity for the Kendall submarket specifically. The Map Pack is the training ground for local AI queries.
The result: As AI search grows from 28% to 50%, Jorge is already hard-coded into the local knowledge graph. When someone asks Gemini “who handles Kendall birth injury,” his name is the answer.
AI citation check · Kendall med mal
Competitors say “we do SEO.” I build the entity infrastructure.
Every deliverable is technical, verifiable, and directly tied to how AI evaluates authority. Here’s exactly what lands in your account.
Find out in 60 seconds whether AI knows your firm exists.
Every audit starts with me asking ChatGPT, Gemini, Perplexity, Claude, and Bing Copilot if they recommend your firm for your practice area in your market. Here’s what a scorecard looks like for a typical Florida firm before I start.
Sample Scorecard
Smith & Associates · PI · Tampa
Share of Model Voice
ChatGPT
“best personal injury lawyer tampa”
Gemini
“tampa car accident attorney”
Perplexity
“tampa pi lawyer near me”
Claude
“tampa personal injury firm”
Bing Copilot
“tampa injury lawyer reviews”
AI search optimization, answered.
How is AI search optimization different from regular SEO?
How do I know if ChatGPT recommends my law firm?
Does AI search optimization replace traditional SEO?
How long does it take to show up in AI answers?
Why 4.4x higher conversion on AI traffic?
Will AI search optimization work outside Florida?
Your competitors are invisible to ChatGPT. Are you?
I’ll run your firm through ChatGPT, Perplexity, Gemini, Claude, and Bing Copilot to see if they know who you are. You get a scorecard showing which platforms cite you, which cite your competitors, and where the gaps are. If AI doesn’t know you exist, I tell you exactly how to fix that.
Jorge Argota · 10 years inside a Florida law firm doing intake and litigation support. I don’t guess at what AI wants; I build the entity infrastructure that forces it to cite your firm. Full bio →