Mentiond

How Mentiond works

From invisible to category leader in AI recommendations. Here's the exact process.

1

Connect Your Brand

Add your brand name, domain, and competitors. Mentiond starts building your AI visibility baseline immediately.

2

We Sample AI Queries

Run buyer-intent queries against GPT-4o and track every brand mention — position, sentiment, and context — in the Query Explorer.

3

Extract Brand Mentions

A secondary AI call extracts every brand mention with position, sentiment, context, and whether it appeared in a ranked list.

4

Compute Shortlist Share

We aggregate mention data into Shortlist Share %, First Position Probability, and Cross-Model Consistency scores.

5

Score Your Content

Paste any page into the GEO Lab. Get a 0–100 score across 8 dimensions with specific before/after rewrite suggestions.

6

Track Your Progress

As your content improves and you run more queries, watch your Shortlist Share rise in the dashboard over time.