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
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
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.