Measure

Are we in the answer?

Understand

Why do they pick someone else?

Fix

What do we change first?

Report

Prove it to the board

Ten AI engines, official APIs where they exist

All 17 features

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Built for the people who own the answer

By need

Start from the question you have

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Guides, research and comparisons, updated as the engines changeMentionHub

Mention

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Glossary · 3 min

AI Visibility

Definition

Measurable presence in AI-generated buyer answers.

Measured by

AI visibility is how often and how prominently a brand appears inside AI-generated answers when buyers ask for recommendations, comparisons, or vendor advice.

Mention rate — frequency named across buyer prompts
Position — rank in shortlists
Citation share — sources supporting the brand
Share of voice — mentions vs competitors on the same prompts

Not the same as

SEO rank, website traffic, or fabricated “ChatGPT search volume.”

How MentionX measures it

Stored engine responses + versioned scoring. Methodology →