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MentionScout shows you how AI answer engines talk about your brand. It runs the prompts your customers ask, captures the answers, and tracks where you are mentioned, where you are cited, and how you stack up against competitors over time. It also watches the wider web that feeds those answers, and shows you whether AI is crawling, citing, and sending traffic to your site.

Get started

Quickstart

Add your first website and get your first results in a few minutes.

How MentionScout works

The mental model: prompts, runs, mentions vs citations, and the crawl-to-click funnel.

Track your AI visibility

Prompts

The questions MentionScout runs against AI answer engines.

Runs

Every prompt-to-LLM execution and the answer it returned.

Mentions

Where AI answers named your brand or a competitor.

Citations

The URLs AI answers point to as sources.

Answer gap

Prompts where competitors show up but you do not.

Crawler analytics

Whether AI reads your site, cites it, and sends you traffic.

The wider web

Community sources

Community threads AI cites, and whether you appear in them.

Listening

Brand and competitor conversations on Reddit, Hacker News, and Bluesky.

Set up and connect

Brand Hub

Tune how your brand is detected and re-analyze your site.

Competitors

Track rivals to compare visibility head to head.

Connect MCP

Connect Claude Code or another MCP client to your data.
Need a hand? Email us at support@mentionscout.com.
Last modified on June 26, 2026