{"repo":"geostorm-ai/geostorm","free":true,"listed":false,"github":"https://github.com/geostorm-ai/geostorm","clone":"git clone https://github.com/geostorm-ai/geostorm.git","description":"Monitor how AI systems perceive and recommend your software across GPT, Claude, Gemini, and more.","language":"Python","stars":32,"topics":["ai-monitoring","ai-perception","astro","brand-monitoring","developer-tools","docker","fastapi","llm","mcp","openrouter"],"license":"MIT","category":"mcp-servers","readme_excerpt":"GeoStorm AI Perception Monitoring for Software Monitor how AI systems perceive and recommend your software across GPT, Claude, Gemini, and more. --- Developers increasingly discover software through AI -- GPT, Claude, Gemini, Perplexity, and others. When someone asks \"what's the best library for X?\", the AI's answer shapes adoption. But you have no idea what these models are saying about your project. GeoStorm monitors multiple AI models on a schedule, tracks how they perceive and recommend your software, and alerts you when things change -- a new competitor appears, your ranking drops, or a model stops mentioning you. One container, one command. --- Built with spec-driven development via Shotgun (GitHub) --- Quick Start Open http://localhost:8080 -- the demo loads immediately. No git clone, no build step, no API keys. A demo project with 90 days of synthetic monitoring data is ready to explore. Requirements - Docker - An OpenRouter API key (for querying AI models) --- What You'll See The demo project ships with realistic sample data so you can explore every feature immediately: Feature Description --------- ------------- Signal Panel A unified feed of alerts, ranked by severity and recency Alerts Feed Critical and warning signals with full context on what changed Perception Chart Track your recommendation share and positioning across models over time The demo data covers multiple AI models, competitor tracking, and trend analysis. --- Next Steps To start monitoring your own ","default_branch":null,"files":null,"tree":[],"storefront":"/r/geostorm-ai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/geostorm-ai/geostorm/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."}