This is a monitoring platform for tracking how your brand shows up in AI search engines like DeepSeek and Doubao. It uses Playwright to automate queries, scrapes the AI responses and citation links, then calculates share of voice metrics by domain. The setup is real infrastructure: a Python monitoring service, PostgreSQL for persistence, a desktop client built with Wails and React, and a REST API for task automation. You get multi-round query execution to test consistency and SQLite for local storage in the desktop app. Useful if you're doing SEO-adjacent work for generative engines and need actual data on which domains get cited most often in AI answers.
npx -y skills add aradotso/marketing-skills --skill llm-sentry-geo-marketing --agent claude-codeInstalls into .claude/skills of the current project.
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