Every time someone asks an AI about you, a model constructs a response from signals it has already gathered. That portrait exists whether or not you shaped it. The AI Visibility Report shows you exactly what it contains — and where the gaps are.
The AI Visibility Report is a structured audit — not a scan or a score. It's a human-read, human-written portrait of how AI currently represents you, where the signal is strong, and where it drifts.
How ChatGPT, Claude, and Gemini currently describe you — captured in their own language, before any prompting from you. This is your AI portrait as it stands today.
Where the AI portrait aligns with your intended identity. What signals are landing. What concepts and associations are already working in your favour.
Where AI representation diverges from your intended meaning — the gaps, the misreadings, the associations that are pulling the portrait off-centre. Named clearly, not vaguely.
The three highest-leverage changes you can make to improve your AI representation. Not a long list — three specific, actionable moves ranked by impact. This is what most people act on immediately.
A complete, readable document. Not a spreadsheet or a score. A considered report you can share with a communications partner, team member, or use as your own reference document going forward.
Context for what you're reading. What the gaps mean in practice. How to understand the priority map. What to do — and what not to do — as a next step. Written for humans, not data scientists.
This is not an automated scan. Each report is read and written by a human trained in LSA — Living Semantic Alignment — and what it means for identity in AI-mediated spaces.
After purchasing, you receive a short intake form. Your name, your brand or professional identity, your intended positioning, and any specific areas of concern. This is your Declared Intent Vector (DIV) — what you mean to project. It takes around 15 minutes.
ChatGPT, Claude, and Gemini are queried across multiple prompt types — identity, expertise, association, reputation, positioning. Responses are captured verbatim. This is your Observed Latent Vector (OLV) — how AI describes you before you've shaped anything.
The gap between how AI sees you and how you intend to be understood is mapped. Where signals are landing. Where meaning is drifting. Where representation is absent or distorted. The priority signal map is built — three highest-leverage moves ranked by impact.
The full PDF report is compiled — OLV documentation, signal strength analysis, gap and distortion map, priority signal map, and interpretation notes. Delivered to your inbox by end of business day 5. Written for you to act on immediately or share with a communications partner.
The AI Visibility Report is the first of three movements: Measure · Position · Steward. It gives you the portrait. What you do with it — how you close the gap — is the next step. The report will point you there.
Not everyone needs a full AI Visibility Report right now. This is for people and brands at the point where their AI representation actually matters — and they haven't looked at it yet.
"A potential client told me they asked ChatGPT about me before our call. I've never looked at what it says."
"I'm about to launch something significant. I want to know what foundation AI is working from before I add more signal."
"I've been building my brand for years but I've never thought about what AI thinks it knows about me. Now I'm curious — and a little concerned."
The three visibility services exist on a single continuum. The difference is depth, engagement, and whether you want it done for you or done yourself.
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DIY Visibility Toolkit $97 |
AI Visibility Report $197 |
AI Identity Audit $497 |
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| Approach | Self-serve | Done for you | Done for you + debrief |
| AI systems queried | You query yourself | ChatGPT · Claude · Gemini | ChatGPT · Claude · Gemini + more |
| OLV documentation | — (you capture it) | ✓ Captured for you | ✓ Full capture |
| Gap & distortion map | — (you interpret) | ✓ Mapped for you | ✓ Full analysis |
| Priority signal map | — | ✓ Top 3 actions | ✓ Full 90-day roadmap |
| Competitive landscape | — | — | ✓ Included |
| Signal architecture | — | — | ✓ Included |
| 60-min debrief call | — | — | ✓ Included |
| Delivery time | Instant download | 5 business days | 7 days + debrief |
Understand AI visibility yourself — on your own timeline, at your own pace, with full prompts and a framework
DIY Visibility Toolkit →See your AI portrait documented and interpreted — without doing it yourself — and have three clear next steps
AI Visibility Report →Go deeper — competitive landscape, signal architecture, and a 90-day roadmap for closing the gap
AI Identity Audit →Five business days. A considered report. Your AI portrait documented, mapped, and interpreted — with three clear next steps.
Need the full picture — portrait, competitive landscape, signal architecture, and a 90-day alignment roadmap? See the AI Identity Audit ($497) →