When customers ask AI
who to hire — are you the answer?
ChatGPT, Gemini, Claude, and Perplexity are now the first stop for vendor decisions. We run a structured audit of how AI understands, positions, and recommends your business — then score it.
4
AI Platforms Audited
5
Scoring Dimensions
48h
Snapshot Delivery
The AI Visibility Journey™
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.
The Scoring Framework
Five dimensions. One AI Visibility Score™
Entity Recognition
Does AI know who you are? How confidently and accurately does it describe your business, what you do, and who you serve across all four platforms.
0 – 20 PTS
Category Inclusion
Top-10 lists. 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. Position 8–10 means barely there. Missing entirely means invisible. We measure presence across ChatGPT, Gemini, Claude, and Perplexity.
0 – 20 PTS
Competitive Association
Is your company grouped with the right competitors? AI learns who competes with whom — your clustering determines your perceived tier.
0 – 20 PTS
Accuracy & Consistency
Do all four AI platforms describe you the same way? Contradictions and gaps signal weak entity scaffolding — a core visibility problem.
0 – 20 PTS
Authority Signals
Does AI describe you with confidence? Citations, case studies, awards, certifications, and leadership presence all feed AI's authority assessment.
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.
Sample report
TIER — UNDER-REPRESENTED
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.
Add Organization + Service Schema
Structured data gives AI a direct, machine-readable signal about who you are, what you do, and where you operate.
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.
Publish AI-Optimized Service Summaries
Clear, structured service descriptions that anchor your category inclusion and give AI accurate content to draw from.
Add Expertise & Authority Signals
Case studies, certifications, awards, and leadership bios give AI the proof points it needs to recommend you with confidence.
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 in 48 hours.
Audited Across · Every Snapshot
ChatGPT
OpenAI
Gemini
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
Get started
Find out where AI
places you — for free.
Request your AI Visibility Snapshot in 30 seconds. Scored report delivered within 48 hours. No credit card, no pitch, no obligation.
Clarity in AI · Visibility that grows