You didn't hear the answer.
But the impression is already formed.
When people research you, they don't just Google anymore.
They ask Claude. They ask ChatGPT. They ask Perplexity.
The AI gives an answer — sometimes accurate, sometimes vague, sometimes wrong.
You never see it. The other person never tells you.
But the impression is formed.
If you're misclassified, deals slow down.
If you're confused with competitors, positioning erodes.
If you're invisible, someone else fills your space.
Three diagnostic layers:
How do major AI models define you when asked directly — with no web context?
What happens when models can access external sources? We observe which sources they cite and how consistent the narrative is.
What does the web actually say about you? We analyze which sources dominate, who appears in your place when you're missing, and which narratives shape perception.
This isn't SEO.
We don't rank you.
We don't control outputs.
We measure what already exists.
Three tiers: entry-level diagnostic, full snapshot, corrective work.
Product A — Entry €19 · Product B — Full snapshot €149 · Product C — Stabilization €399
One-time
Quick check: how one or more models represent you (internal knowledge only). No PDF. Ideal to try before the full snapshot.
One-time · PDF report included
Full diagnostic: internal knowledge, retrieval behavior, web context. Professional PDF report included.
After snapshot · Human approval required
After the snapshot: canonical definition, content alignment, monitoring. Human approval required. No guaranteed outcomes.
All products are diagnostic or corrective work. We do not guarantee appearance in chat UIs, ranking, or visibility.
If you've never been mentioned anywhere, this product isn't ready for you yet.
Founders, operators, professionals with public profiles, companies where perception matters.
Case studies coming soon
No. SEO targets search engines. We measure AI model outputs — a different system entirely.
No. We measure and guide stabilization, but we don't control model outputs.
Because misrepresentation has a cost. A confused investor. A lost deal. A competitor's positioning bleeding into yours. You're already being described — the question is whether it's accurate.
Product A €19 entry · Product B €149 full snapshot (PDF) · Product C €399 stabilization.