AI Discovery Snapshot
A small, honest measurement — before you commission a full diagnostic.
A snapshot records how AI systems answer a handful of real buying questions in your category, and whether your company appears in those answers at all. It is deliberately narrow, and it says so.
What you receive
Observations, not a score
- A small, defined set of buyer intents in your category — the questions a real purchaser asks.
- Observations recorded across the AI systems we can responsibly observe, each classified into one documented state.
- One competitive comparison against a company you name.
- The prompts, systems, timestamps and classifications behind every line.
What it is not
- A score, grade or index position. A snapshot is too small a sample to support one.
- A remediation plan, content strategy or implementation work.
- Any statement about revenue impact. That relationship is not measured by a snapshot.
- An instant result. An analyst records the observations; the system does not fabricate them.