The Entity Agency — AI Visibility · Entity Clarity · Real Results
The Entity Agency · AI Visibility Intelligence

AI Visibility Intelligence for businesses.

Understand how AI systems describe, categorize, and recommend your business. We audit ChatGPT, Claude, Gemini, and Perplexity — then score it on a 0-100 framework. Snapshot delivered instantly.

4

AI Platforms Audited

5

Scoring Dimensions

48h

Snapshot Delivery

The AI Visibility Journey™

Invisible
Described
Recognized
Recommended
Dominant

Most mid-size businesses are stuck between Invisible and Described. Your snapshot shows exactly where you are — and what it takes to move.

What this is

This is not SEO.
This is how AI understands you.

Search engines rank pages. AI systems build mental models of companies. Those are two completely different problems — and almost no one is working on the second one yet.

When a prospect asks ChatGPT who to hire, it draws on entity recognition, category signals, competitive clustering, and authority patterns — not backlinks or meta tags. We measure all of it.

Traditional SEOAI Visibility
Optimizes for search rankings Optimizes for AI comprehension
Keyword-based signals Entity & authority signals
Page-level optimization Company-level recognition
Ranks in blue links Recommended in AI responses
Traffic metrics AI Visibility Score™

The Scoring Framework

Five dimensions. One AI Visibility Score™

01

Entity Recognition

Can AI accurately identify who the company is? How confidently and correctly does it describe your business, what you do, and who you serve across all four platforms.

0 – 20 PTS

02

AI Discovery Presence

Can AI discover and recommend the company? When AI is asked to name the leading firms in your category and region, do you appear at all — and at what position? Position 1 means category authority. Missing entirely means invisible. Measured across ChatGPT, Gemini, Claude, and Perplexity.

0 – 20 PTS

03

Competitive Positioning

Can AI compare the company against competitors? Is your business grouped with the right peer set, and does AI explain how you differ? Clustering determines your perceived tier.

0 – 20 PTS

04

Accuracy & Consistency

Are descriptions correct and consistent? Do all four AI platforms describe you the same way? Contradictions and gaps signal weak entity scaffolding — a core visibility problem.

0 – 20 PTS

05

Authority & Confidence

Does AI have enough evidence to speak confidently? Citations, case studies, awards, certifications, and leadership presence all feed AI's confidence in your entity.

0 – 20 PTS

AI Visibility Score™

A single number. A complete picture.

Every snapshot produces a 0–100 score across all five dimensions. It tells you exactly where AI places you — and the gap between where you are and where you need to be.

Most mid-size businesses score between 20–45. The ones AI actively recommends score 71 or higher. That gap is measurable, and it's fixable.

0–30
Invisible
AI cannot confidently describe or recommend you
31–50
Underrepresented
Basic description only — not included in recommendations
51–70
Emerging
Occasionally included — inconsistent across platforms
71+
Recommended
Consistently recognized and actively recommended by AI

Sample report

34/ 100

TIER — UNDER-REPRESENTED

Entity Recognition7/20
AI Discovery Presence5/20
Competitive Positioning3/20
Accuracy & Consistency11/20
Authority & Confidence8/20

SAMPLE · MID-SIZE B2B · UNDER-REPRESENTED TIER

Full audit identifies every fix, ranked by impact →

What we find

Common gaps — and the quick wins that move scores

Visibility Gaps

The most common reasons AI under-represents a company.

Weak Category Anchoring

AI doesn't clearly associate you with a service category — so you're excluded from category-level recommendations entirely.

Missing Entity Scaffolding

No structured data, no canonical brand description, inconsistent presence across the web. AI can't form a confident model of who you are.

Thin Authority Signals

AI describes you with hedging language because it finds no citations, case studies, awards, or recognized expertise to anchor confidence.

Weak Competitive Clustering

You're not grouped with your actual competitors in AI outputs — which signals low market standing to the model.

Quick Wins

Five actions that move your score. Customized to your company.

01

Add Organization + Service Schema

Structured data gives AI a direct, machine-readable signal about who you are, what you do, and where you operate.

02

Create an AI-Readable Entity Block

A canonical paragraph on your site that defines your company in the exact language AI systems use to build entity models.

03

Publish AI-Optimized Service Summaries

Clear, structured service descriptions that anchor your category inclusion and give AI accurate content to draw from.

04

Add Expertise & Authority Signals

Case studies, certifications, awards, and leadership bios give AI the proof points it needs to recommend you with confidence.

05

Standardize Your Brand Positioning

Consistent descriptions across your website, directories, press mentions, and partner pages build a coherent entity signal.

How it works

Four steps to your AI Visibility Score™

STEP 01

You Submit

Company name, website, industry. 30 seconds. That's all we need to start.

STEP 02

We Run the Machine

We run standardized prompts across all four AI platforms — entity, category, and competitive queries — and record every output.

STEP 03

We Score & Analyze

Each output is scored across the five dimensions of the AI Visibility Score™. Gaps are identified. Quick wins are ranked by impact.

STEP 04

You Get the Snapshot

A one-page PDF with your score, tier, visibility gaps, consensus summary, and five customized quick wins. Delivered instantly.

Audited Across · Every Snapshot

ChatGPT

OpenAI

Gemini

Google

Claude

Anthropic

Perplexity

AI Search

Why it matters now

"AI is now the first place prospects go to validate a vendor. If it can't describe you accurately — or doesn't mention you at all — you've lost the deal before it started."

— The Entity Agency

Industry coverage

Verticals we audit

We have audited hundreds of companies across these verticals — each has its own AI Visibility playbook.

Frequently asked questions

AI Visibility is the measurable degree to which AI systems like ChatGPT, Claude, Gemini, and Perplexity recognize, categorize, and recommend your business. It is the new front door of buyer discovery.

Get started

Find out where AI places you — for free.

Request your AI Visibility Snapshot in 30 seconds. Scored report delivered instantly. No credit card, no pitch, no obligation.

Clarity in AI · Visibility that grows