A working decision system that converts a fuzzy AI-visibility question into evidence, competitive context, and concrete next moves.
AI visibility audit tool
Active product buildAEO Engine
The premise
When a customer asks an AI for a recommendation, is your business even in the answer?
01 / The product
What it is,
without the pitch fog.
Generates real buyer questions, runs evidence-aware LLM research, and makes the answer landscape visible: who gets named, why, and what to fix.
02 / Product decisions
The choices that
shape the system.
- 01
Make every visibility score traceable to the evidence behind it.
- 02
Start from real buyer questions instead of a generic keyword list.
- 03
Turn research into an ordered action list, not another dashboard to decode.
03 / Honest evidence
Where the work
actually stands.
A visibility score only becomes useful when the evidence and the next action sit beside it.
Test the decision flow with real business questions and keep tightening evidence quality.