What is the AI visibility score?
A 0 to 100 read on how often assistants name you, how you place against the leader, and how often a mention carries a link.
The score combines three things, weighted.
- **Presence (50%).** The share of AI engines that name you at all.
- **Position (30%).** Your share of voice measured against the category leader, so a small absolute share in a crowded market is not punished twice.
- **Proof (20%).** Of the engines that mention you, how many also link to you. Being named without a citation is weaker than being named with one.
Bands
- **70 and above:** leading.
- **40 to 69:** competing.
- **15 to 39:** starting to show up.
- **Below 15:** not showing up.
The score is withheld until the reading behind it is thick enough to support it, and the panel says what it is waiting for.