{"repo":"aicw-io/aicw-ai-mentions","free":true,"listed":false,"github":"https://github.com/aicw-io/aicw-ai-mentions","clone":"git clone https://github.com/aicw-io/aicw-ai-mentions.git","description":"AICW AI Mentions (formerly AICW Rankings) is an open-source tool that helps online marketers track how often their products are mentioned in responses from popular AI chatbots.","language":"TypeScript","stars":25,"topics":["ai-agents","ai-observability","chatgpt","claude","marketing","ai-transparency","brand-monitoring","competitive-intelligence","llm-evaluation","llm-monitoring"],"license":null,"category":"ai-agents","readme_excerpt":"AICW AI Mentions Open-source CLI for checking how AI assistants mention a company, product, person, or topic. It asks multiple AI models the same questions, extracts mentions and cited links, then builds a local HTML report with: - mention rankings - cited links - link domains - model filters, search, and CSV export Video Demo https://github.com/user-attachments/assets/4e334850-e496-40fd-9204-dc37fb534489 Screenshots Mentions Links Link Domains Live Demo report Explore live demo report for \"Y Combinator\" term Install Run without a global install: Or install globally: Then open the local report URL printed by serve . By default, scan runs every question from the built-in default question template. You can also pass your own line-based Markdown template file: Or pass a template string directly: Each non-empty, non-comment line is treated as one question; - , , and numbered list prefixes are accepted. Use {{SUBJECT}} where the scan subject should appear. By default, every question in the template runs; use --questions 2 only when you intentionally want the first two questions. MCP aicw-ai-mentions can run as a Model Context Protocol server so Claude, Codex, ChatGPT, and other MCP clients can inspect local reports or start scans. Local stdio server: Claude Code: Claude Desktop or other stdio MCP clients: Codex: ChatGPT requires a reachable HTTPS Streamable HTTP endpoint. Run the HTTP MCP server, expose it with your tunnel or deployment, then add the HTTPS URL ending in /mcp in Ch","default_branch":null,"files":null,"tree":[],"storefront":"/r/aicw-io","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/aicw-io/aicw-ai-mentions/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}