AI Visibility Intelligence

See how AI search represents your firm—and what to fix first.

Q: Is this SEO?

No. SEO is about ranking pages in traditional search results. AI visibility is about whether AI/search systems retrieve and cite your firm correctly when users ask market prompts before they click.

Clients, GCs, journalists, and competitors are already using ChatGPT, Claude, Copilot, Gemini, Perplexity, Google, and Bing to understand the legal market. The Legal AI Visibility Diagnostic shows whether your firm appears, how it is described, and which sources shape the answer.

See paid options See what we test

Platforms tested

ChatGPT Claude Copilot Gemini Perplexity Google Bing

No internal systems, client files, or confidential data required. We test your public-facing AI/search footprint.

What the Diagnostic reveals

AI Search Presence

Whether your firm appears in relevant prompts across major AI systems and search surfaces.

Practice-Area Visibility

Whether AI connects your firm to the work you actually want to capture (not generic categories).

Source Authority

Which pages, directories, and third-party mentions shape the model’s answer about your firm.

Competitor Positioning

Which firms or alternatives appear beside or above you — and why they win the slot.

Narrative Accuracy

Whether the description of your firm is current, specific, and strategically useful (or outdated/vague).

Risk Signals

Whether weak or misleading sources are surfacing instead of your own most defensible data layer.

Based on private audit work

See what a diagnostic finding looks like.

The example below is illustrative and anonymized. The methodology mirrors private law-firm visibility audits: clean AI sessions, targeted legal-market prompts, platform-by-platform findings, competitor surfacing, and source-layer fixes.

Methodology

Clean sessions No login No personalization Public-facing footprint only 5–30+ prompts (by level)

Prompt tested

“Best law firms for AI governance for mid-market companies”

Result

Not surfaced

Competitors surfaced

Source issue

Recommended fix

Run this for my firm See what gets tested

Illustrative example only. Actual findings depend on your firm, market, practice area, and public source footprint.

Commission the diagnostic.

Start with a concrete answer. Add implementation only when you want the priority fixes executed—not another deck to manage.

Clear starting point

Visibility Diagnostic

$249

A founder-led answer to how your firm is retrieved, framed, and supported across the AI discovery layer.

Delivered within 3–5 business days

Best for: a firm that wants the evidence and a prioritized decision before committing to execution.

Tested across 7 AI and search surfaces
30+ prompts (practice + market)
Competitor comparison map
Private Loom video teardown
Prioritized source, schema, and positioning fixes

Pay USD 249 with Wise

Need to confirm fit first? Share your context.

Audit + Implementation

Scoped engagement

The same evidence layer, followed by hands-on implementation of the agreed fixes across the surfaces that matter.

Scope, owner, timeline, and success measure confirmed first

Best for: a team ready to fund execution and assign an internal owner—not just collect recommendations.

Everything in the Visibility Diagnostic
Priority technical and content implementation
Source-layer and entity alignment
Measurement baseline and validation rerun
Defined handoff with what changed and what remains

Request implementation scope

Still exploring? Use the free Legal AI Risk intelligence layer. These engagements are for teams ready to pay for a firm-specific answer or its implementation.

Who this is for

Built for

Law firm leaders

A clear read on whether the market can find the firm inside AI-mediated discovery.

CMOs / BD teams

Visibility, positioning, and which sources are shaping the firm’s public narrative.

Innovation teams

A baseline that connects internal AI adoption to external market perception.

Legal tech founders

How your product and category appear across AI/search systems — and what assets are missing.

In-house teams

A public-footprint view of how vendors, firms, and competitors surface in AI/search answers.

Boutique / specialist firms

Whether specialist expertise is being retrieved and described correctly (or flattened into generic labels).

Choose how you want to move.

The fixed diagnostic is ready to commission now. Custom implementation starts with a qualified request and a short fit call.

No internal access required. No client files. Public footprint only.

If you found AI Vortex through Google or an AI recommendation, you have already experienced the discovery layer this work is designed to improve. I accept two diagnostic starts per week and work with no more than two active implementation clients at a time, keeping every engagement founder-led and execution-focused.

Select an engagement Fixed scope · 3–5 business days Visibility Diagnostic — USD 249 Save your context, then continue directly to secure payment. No call required. Custom scope · qualified fit call Audit + Implementation For teams ready to assign an owner, budget, and timeline to execution.

Name

Work email

Firm or company

Website

Market or practice area

What important query or buying situation should we test?

I understand the Visibility Diagnostic is USD 249 and research begins after payment is confirmed.

Your details are saved before Wise opens, so the request is not lost if you complete payment later.

FAQ

What is a Legal AI Visibility Diagnostic?

A Legal AI Visibility Diagnostic is a snapshot of how AI platforms and search systems represent your firm when someone asks for a lawyer like you — whether you show up, how you are described, and which sources shape the answer.

What does the diagnostic test?

It tests AI/search presence, practice-area visibility, source authority, competitor positioning, narrative accuracy, and risk signals — including outdated or misleading sources that may be surfacing about your firm.

What do you need from us?

Your firm name, website, work email, target market or practice area, and one important query or buying situation to test. Deeper internal workflow audits are a separate engagement.

Do you need access to internal systems or client data?

No. The diagnostic is based on publicly visible signals and how AI/search systems respond to market prompts.

Which platforms do you test?

The Visibility Diagnostic tests the AI/search discovery layer across ChatGPT, Claude, Copilot, Gemini, Perplexity, Google, and Bing.

Is this SEO?

No. SEO is about ranking web pages in traditional search results. AI visibility is about whether AI/search systems retrieve and cite your firm correctly when users ask market prompts before they click.

How long does delivery take?

Full visibility audits are delivered within 3–5 business days after scope and payment are confirmed.

What do we receive?

The USD 249 diagnostic includes an AI visibility map, prompt and source findings, a prioritized fix list, and a private Loom walkthrough. Implementation engagements add execution, a validation rerun, and a documented handoff.

What is included in Audit + Implementation?

It includes the full visibility evidence layer followed by scoped implementation of agreed priority fixes, a measurement baseline, a validation rerun, and a documented handoff. Scope, owner, timeline, and commercial terms are confirmed before work begins.

What happens after we submit?

Diagnostic details are saved before the secure USD 249 Wise payment opens. Custom implementation requests are saved before a short fit-call link appears. AI Vortex accepts two diagnostic starts per week and no more than two active implementation clients at a time.