Find out what AI really says about your brand
A structured audit of your brand's current AI representation — across ChatGPT, Claude, and Grok — delivered as a plain-language report you can act on immediately.
Most brands have never looked at what AI systems actually say about them. The AI Perception Report gives you that picture for the first time: your Observed Latent Vector, your perception gap, and a prioritised action list to start closing it — delivered within 5 business days.
A 9-section report built around your brand
Executive Summary
Your overall alignment score, the three most important findings, and your single most urgent action — in plain language.
Your Current AI Identity
What all three models say about who you are — where they agree (stable signal) and where they diverge (fragmented signal).
Category & Positioning
Where AI places you in the competitive landscape. Whether you are recommended when someone asks for your type of work.
Audience Perception
Who AI thinks you serve — compared to your actual ideal client. Specific mismatches identified and explained.
Your Perception Gap
The distance between your declared intent and your observed latent vector — across identity, category, audience, differentiation, and signal density.
Signal Analysis
What signals are driving your current AI representation. Where signal is strong, where it's absent, and whether any hallucinations were found.
Initial TAG Suggestions
3 Primary TAG candidates drawn from your audit findings — the semantic anchors your content and communications should consistently deploy.
Priority Action List
5 specific, ranked actions to close your perception gap — each tied to a named gap, each actionable within 2 weeks.
Reaudit Baseline
Your full alignment score table by model and dimension — the baseline for your 90-day reaudit comparison.
From order to report in 5 business days
Purchase and intake
You purchase the report. Within 24 hours you receive an intake form covering your brand, category, competitors, and how you want AI to describe you.
Audit conducted
We run a structured 15-prompt audit across ChatGPT, Claude, and Grok — extracting your full OLV and scoring alignment across 6 dimensions.
Report compiled
All findings synthesised into your 9-section AI Perception Report™ — written in plain language, formatted for immediate action.
Report delivered
Your report delivered by email as a PDF. Review it. Act on the priority list. Reaudit in 90 days to measure movement.
This report is for you if
This report is not for you if
Which engagement is right for you?
| What's included | Report™ · $197 | Audit™ · $497 |
|---|---|---|
| OLV audit across 3 models | ✓ | ✓ |
| Perception gap analysis | ✓ | ✓ |
| Alignment score | /60 | /100 |
| Priority action list | 5 actions | Full roadmap |
| TAG Schema | 3 suggestions | Complete 3-tier schema |
| Competitive latent map | — | ✓ |
| Signal architecture audit | — | ✓ per surface |
| 90-day implementation roadmap | — | ✓ week by week |
| Debrief call (45 min) | — | ✓ included |
| Stewardship protocol | — | ✓ |
| Delivery | Async PDF · 5 days | PDF + call · 7 days |