llm-sentry-geo-marketing

LLM Sentry GEO Marketing Skill Skill by ara.so — Marketing Skills collection. What This Project Does LLM Sentry is an automated monitoring and analysis platform for GEO (Generative Engine Optimization) . It tracks how AI search engines (DeepSeek, Doubao, Bocha) mention brands and analyze citation sources in their responses. The platform uses browser automation (Playwright) to simulate real user queries, extract AI responses, parse reference links, and calculate Share of Voice (SoV) metrics. Core capabilities: Real-time brand exposure monitoring in AI search results Citation source extraction and domain analysis Multi-round query execution for stability testing Desktop client (Wails + Go + React) with local SQLite storage RESTful API for task automation PostgreSQL-based data persistence Project Structure This is a monorepo with three main components: Show more Installs 557 Repository aradotso/market…g-skills GitHub Stars 2 First Seen May 18, 2026 Security Audits Gen Agent Trust Hub Warn Socket Warn Snyk Warn