MentionPilot focuses on three core metrics:
Visibility
Position
Mentions
1. Visibility
How often your brand shows up in AI answers
How often your brand shows up in AI answers
What it means
Visibility tells you how frequently your brand is mentioned when AI platforms answer questions related to your industry. In simple terms: “Out of all the relevant AI responses, how many include my brand?”How it’s calculated
Formula
Visibility = (Responses mentioning your brand ÷ Total responses) × 100
How to read this metric
- High visibility → AI frequently recognizes your brand
- Low visibility → You’re missing from important conversations
Why visibility matters
Share of AI answers
Instead of rankings, this is your new market share.
Brand awareness
It shows if AI even knows you exist
Find gaps
It highlights gaps quickly
Practical example
If you’re tracking: “Best SEO agencies for SaaS” And your brand never appears → your visibility for that topic is 0%. That’s a clear signal:You’re not part of that conversation yet.
2. Position
Where your brand appears inside AI responses
Where your brand appears inside AI responses
What it means
Position tells you how early your brand is mentioned when it does appear. Because not all mentions are equal.How it works
When AI generates an answer, it often lists multiple brands. Example: Brand A Brand B Your Brand Your position here = 3How we calculate it
We take the average position across all responses where your brand appears.How to read this metric
- Closer to 1 → Strong authority (you’re mentioned first)
- Higher number → Lower visibility impact
Why position matters
Maximum attention
First mention = maximum attention
Authority signal
It reflects perceived authority
Topic strength
It shows topic-level strength
Practical example
Two brands can have the same visibility: Brand A → always position 1 Brand B → always position 5 Brand A wins. Every time.3. Mentions
Where your brand exists across the web
Where your brand exists across the web (and why AI picks you)
What it means
Mentions track where your brand appears across the internet, the sources that influence AI responses.This includes
- Blog articles
- News sites
- Industry publications
- Reviews
- Listings
Why this metric is different
Visibility and Position tell you what is happening. Mentions tell you why it’s happening.How it works
AI models don’t randomly pick brands. They rely on content and references across the web.What to look for
Competitor sources
Where competitors are mentioned
Missing sources
Where you’re missing
Your presence
Where you already exist
Why mentions matter
Visibility driver
They directly impact visibility
Position influence
They influence position
Perception
They shape perception
Simple way to think about it
Mental Model
Visibility → Are you showing up?Position → Are you showing up early?Mentions → Why are you showing up at all?
How These Metrics Work Together
You should never look at these in isolation.Scenario 1
Low visibility + low mentions
→ You’re not present enough online
→ You’re not present enough online
Scenario 2
High visibility + low position
→ You appear often, but not strongly
→ You appear often, but not strongly
Scenario 3
High visibility + high position + strong mentions
→ You dominate AI responses
→ You dominate AI responses
One Common Mistake
Mistake
Most users only look at visibility.
What actually matters
Reality
Visibility + Position + Mentions together
Final takeaway
Key Insight
If you understand these three metrics, you understand your entire AI visibility strategy.Everything else in MentionPilot builds on top of this.