AI Product Ventures — GEO & SEO for Law Firms

The threat is real

Is your firm set up to survive the AI search revolution — or are you already losing ground?

The way clients find lawyers changed in 2024. Firms optimized for AI search are pulling ahead. Firms that haven't adapted are watching qualified leads go to competitors — and most don't know it's happening.

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"A client told us they found our competitor through ChatGPT. Not us."

28% of people now use AI to find lawyers. Those tools don't show ads — they cite the firms their data recognizes as authoritative. Most firms aren't in that data yet.

Solved by Generative Engine Optimization

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"We searched our own practice area on Google. Three competitors showed up in the map. We didn't."

The local 3-pack captures the majority of calls on any legal search. The three firms in it win by default. Everyone below gets almost nothing — regardless of how good they are.

Solved by Local Pack & GBP Optimization

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"We spent thousands on Google Ads. The people who called couldn't afford a retainer."

Legal keywords cost $50–$300 per click. Google rewards budget, not relevance. You reach people searching a term — not people in the situation that actually needs your help right now.

Solved by Lead Generation via Meta Ads

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"Leads call. But most don't qualify — and our staff does the paperwork anyway."

Intake staff buried in unqualified consultations, forms, and follow-ups. The problem isn't lead volume — it's that the wrong people are reaching your team before anyone filters them.

Solved by AI-Powered Client Systems

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Core service

Generative Engine Optimization

Get cited in ChatGPT, Gemini, and Google AI Overviews — the six citation factors that put your firm in AI answers.

Schema markup — LegalService, FAQPage
Expert-attributed Q&A content
Legal directory citation building
Entity recognition across sources

Core service

Local Pack & GBP Optimization

Own the 3-pack in your city. The same signals that rank you there feed ChatGPT's location-based answers.

Google Business Profile setup
Local pack ranking strategy
NAP consistency + directory citations
Review generation strategy

Core service

Lead Generation via Meta Ads

Reach people by life event — divorce, accident, immigration — not just keyword. $3–$12/click vs. $50–$300 on Google.

Life event audience targeting
Campaign strategy and creative
Lead form + landing page setup
Monthly cost-per-lead reporting

Expanding

AI-Powered Client Systems

Filter leads before they reach your team. AI intake, WhatsApp Business, and live chat so only qualified prospects get through.

AI intake qualification
WhatsApp Business automation
Live chat integration
Internal workflow automation

If any of this sounds like your firm — keep scrolling to see how we fix it.
Or skip straight to booking a call.

Book a 20-minute call →

The shift

Your clients aren't just Googling anymore

28% of North Americans now use ChatGPT to research lawyers. The firms that get cited in those answers don't need to be the biggest — they need to be optimized for how AI search works.

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Traditional SEO is not enough. Ranking on Google page one no longer guarantees you appear in AI Overviews or ChatGPT answers.
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Each AI tool pulls from different signals. ChatGPT uses Bing. Gemini uses Google. Claude uses legal directories. Each requires its own optimization layer.
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The gap compounds fast. Firms cited in AI answers build authority continuously. Firms that wait lose ground that becomes harder to recover.

Where AI legal citations come from

ChatGPT

Bing index + Bing Maps

78%

Google Gemini

Google index + Maps

92%

Claude

Bing + legal directories

65%

Google AI Overviews

Triggers on 77% of legal queries

77%

The process

Three steps to AI visibility

No 90-day onboarding. No bloated retainer. We audit, build, and track — and you see exactly what is moving.

Audit your AI footprint

We test your firm across ChatGPT, Gemini, Claude, and Google AI Overviews. You find out exactly where you appear, where you don't, and why.

Build citation infrastructure

Schema markup, Q&A content, directory citations, entity signals — the six factors that determine whether AI tools cite your firm or a competitor's.

Track, report, expand

Monthly AI visibility reports with citation tracking across all major tools. Bi-weekly calls on strategy. You watch the gap close.

Reference engagement

In the field

"Most of our competitors rank on Google. None of them appear when someone asks ChatGPT for a lawyer in our practice area."

Our anchor client is a Toronto law firm. When we started, their AI visibility score across ChatGPT, Gemini, and Claude was 5 out of 100. That gap is the opportunity — and it is wider in immigration, family, and estate law, where competition for AI citations is still nearly zero.

5 / 100

AI visibility score at engagement start — across ChatGPT, Gemini, Claude

$3,500 CAD

Monthly retainer + HST. One firm per practice area per city.

Exclusivity

We do not work with your competitors. One client per market.

Founded by

Mojdeh Toyserkani

Fractional CPO and AI product leader with 20 years building AI systems in regulated industries — pharma, healthcare, and aerospace. 50+ AI products shipped for companies including Bayer, Moderna, and Merck. Customer data platform product lead at Genesys Cloud, serving 6,000+ enterprise clients.

AI Product Ventures started with a personal experiment: I found my own personal brand was invisible in AI search despite stronger credentials than competitors who ranked ahead of me. I built the infrastructure that fixed it in six weeks. Law firms have the same gap — and almost none of them know it yet.

University of Toronto — B.Eng. PMP HIMSS CPHIMS FDA 21 CFR Part 11 DO-178B

The firms that appear in ChatGPT answers get the call. Most don't appear.

Is your firm set up to survive the AI search revolution — or are you already losing ground?

Your clients aren't just Googling anymore

Three steps to AI visibility

Mojdeh Toyserkani

Find out if your firm appears in AI search