The five core metrics
Visibility
Are you mentioned? The share of AI answers that name your brand — your headline number.
Citation Share
Are you cited? How often AI answers cite your own pages as sources — visibility you directly control.
Sentiment
How are you described? Whether AI portrays your brand positively, neutrally, or negatively.
Position
Where do you appear? Where your mentions land inside the answer compared to your competitors — number 1 often means you’re the model’s preferred choice.
Rank
How do you compare? Your standing against tracked competitors by visibility, expressed as “X of Y.”
Quick reference
Position vs. Rank — the distinction people mix up most. They’re two different comparisons against your competitors:
- Rank is built on the visibility score — it measures how often you’re mentioned compared to your competitors, across everything you track.
- Position measures where in the answer you’re mentioned compared to your competitors.