● VizAI · LMO Diagnostic

See what AI says about you before your customers do.

AI assistants are answering questions long before anyone reaches your website. VizAI Scan shows how language models describe your business today — and where your story is drifting.

Run Free VizAI Scan ↗
Powered by GPT-5, Claude 3.7, and Gemini 2.

What is Language Model Optimization?

Language Model Optimization (LMO) is the discipline of shaping how AI systems find, understand, and recommend your business — the AI-era counterpart to SEO.

40%+
of users now rely on AI for business recommendations
2–3×
more inbound leads with strong AI visibility
100%
of industries are being summarized by AI today

🔍 Discovery

How reliably AI systems can find and recognize your business.

If AI can’t find you, it can’t recommend you.

🧠 Accuracy

Whether AI explains what you do in a way you’d be proud to say yourself.

Clear answers create trust before you ever meet.

🏛 Authority

How strongly AI prefers your information over outdated or noisy sources.

Authority keeps your story from being overwritten.

What VizAI Scan Does

See how AI understands your business in 60 seconds.

VizAI scans the AI ecosystem to estimate how language models see your brand — how discoverable you are, how accurate your profile is, and how often you’re trusted over other sources.

AI can’t amplify what it can’t see. VizAI makes sure models actually see you.

VizAI Score™ Snapshot

Your AI visibility at a glance

A three-part diagnostic of how discoverable, accurate, and authoritative your business appears inside modern language models.

Discovery
44
AI can find you, but not reliably across queries.
Accuracy
62
Your core offer is partially understood, with important gaps.
Authority
31
Models still favour directories and third-party content over yours.
◎ Updated as models evolve — not just when your website does.

Your VizAI Score™ & Diagnostic

Every scan produces a structured report — combining Discovery, Accuracy, and Authority scores with a human-readable summary and priority actions.

Example VizAI Output 
{
  "business_name": "Example Logistics Co.",
  "discovery_score": 44,
  "accuracy_score": 62,
  "authority_score": 31,
  "summary": {
    "visibility": "Models can often locate your brand, but you blend with similarly named companies in some vertical searches.",
    "accuracy": "Core services are captured, but locations, specializations, and key differentiators are either missing or inconsistent.",
    "authority": "For industry comparison questions, models still favour large directories and aggregators over your own content."
  },
  "priority_actions": [
    "Create a canonical VizAI LMO repo with up-to-date service descriptions and locations.",
    "Add structured JSON-LD and schema markup to your main web properties.",
    "Seed key facts into high-authority registries and API collections models already trust."
  ]
}

Ready to see how AI talks about you?

Run a VizAI Scan in under a minute. No login. No commitment.

Run Free VizAI Scan ⚡

Why AI visibility matters

AI systems are now answering questions, making recommendations, and shaping decisions — often before anyone reaches your website. If AI gets your story wrong, you lose opportunities you never see.

🤖 AI is the new discovery layer

More and more journeys start with: “Ask ChatGPT who I should talk to…”

🧩 Your business is being summarized

Models build internal profiles of your company from scattered, inconsistent data.

📈 It compounds over time

Early errors get copied and amplified unless you anchor a clear source of truth.

💰 Real revenue impact

Teams with strong AI visibility see 2–3× more inbound from AI-driven referrals.

How VizAI works

A simple 3-step diagnostic that reveals how AI sees you — and a structure to keep that story aligned over time.

1

Scan

We query leading models to see how they currently find and describe your business.

2

Score

We translate messy answers into clear Discovery, Accuracy, and Authority scores.

3

Strengthen

We help you publish structured data that models can reliably anchor to.

What you actually get

📘 LMO Truth File

A single, canonical source of truth for your company that AIs can lock onto.

🌐 Ecosystem Seeding

Structured facts pushed into the datasets and registries models already consult.

🛰 Drift Monitoring

Alerts when AI answers start drifting so you can correct them early.

VizAI LMO Service Tiers

Choose how deeply you want to anchor your AI presence.

VizAI Scan is the diagnostic. The ongoing LMO service keeps your narrative clean, accurate, and discoverable as models evolve.

Tier 1
Basic
$250/month
  • Canonical VizAI LMO repo
  • Truth File in Notion
  • Monthly VizAI Score™ refresh
  • 1–3 targeted updates per month
For smaller teams who want AI correctness insurance.
Tier 2
Standard
$500/month
  • Everything in Basic
  • Extended repo + schema markup
  • LLM seeding into high-value registries
  • Drift monitoring and correction
  • Quarterly AI visibility report
Our most popular tier for growing companies.
Tier 3
Enterprise
$1,500/month
  • Everything in Standard
  • API publishing + Postman collections
  • Industry compliance mapping
  • Custom LLM ingestion endpoints
  • Monthly executive AI report
For organizations treating AI visibility as critical infrastructure.
ⓘ Setup fee: $500–$1,000 depending on complexity.
Who VizAI is for

Built for teams who care how AI speaks on their behalf.

  • ✔ B2B and B2C companies already seeing AI in their customer journey
  • ✔ Founders who want narrative control inside GPT, Claude, and Gemini
  • ✔ Agencies looking for a repeatable LMO framework for clients
  • ✔ Teams with outdated websites and scattered documentation
  • ✔ Leaders who see AI as the next discovery layer — and want to be ready

Your customers are already asking AI who to talk to.

Make sure AI gets your story right — and recommends you for the right reasons.

Run Free VizAI Scan →
Takes about 60 seconds. No signup required.