# AICW AI Mentions - AI mention scanner for standalone and agent workflows

> AICW AI Mentions is a CLI and MCP tool for scanning how AI chats mention a subject. Run it standalone or plug it into Claude, Codex, ChatGPT, or another AI agent to start scans and inspect local reports.

AI Visibility Tool

AICW AI Mentions

AICW AI Mentions is a scanner for AI mentions in popular AI chats. Run it directly from the CLI, or plug it into Claude, Codex, ChatGPT, or another MCP-capable AI agent so the agent can start scans, inspect local reports, and compare which brands, products, people, websites, cited links, and domains appear in model answers.

AI mention scanner

Multi-model reports

Standalone CLI

MCP for AI agents

Static HTML reports

macOS / Windows / Linux

GitHub &rarr;
Demo report &rarr;

What it scans

Mentions

Counts companies, products, people, websites, and other entities mentioned in AI answers.

Position

Shows how often an entity appears and how early it appears in model answers.

Cited links

Extracts individual source URLs cited by AI systems during a scan.

Cited link domains

Groups cited URLs by domain so you can see which sources AI systems cite most.

Reports

Generates local static HTML reports you can inspect, export, or publish.

Screenshots

Cited links ranked by share of voice.
Mention rankings across AI chats.
Cited link domains grouped from source URLs.

Install

Run with npx:

npx aicw-ai-mentions@latest setup-api-key
npx aicw-ai-mentions@latest scan "Stripe"
npx aicw-ai-mentions@latest serve

Plug it into Claude, Codex, or another AI

AICW AI Mentions can run as a local MCP server. That lets your favorite AI agent inspect existing reports, start new scans, rebuild reports, and work with the local data folder instead of only describing what to do.

npx -y aicw-ai-mentions@latest mcp
claude mcp add --transport stdio aicw-ai-mentions -- npx -y aicw-ai-mentions@latest mcp

How it works

Choose a subject, generate focused questions, ask configured AI models, extract mentions and links, then calculate frequency and position metrics.

Project data, reports, logs, cache files, and configured API keys are stored locally. AI requests use the providers you configure.

---

[View the canonical page](https://aicw.io/aicw-ai-mentions/) · [Browse llms.txt](https://aicw.io/llms.txt)
