{"slug":"pupok462-open-geo","name":"Open Geo","description":"A Claude Code skill that measures brand visibility in AI-generated answers by running a logged-in browser agent across engines like Google AI Overview, ChatGPT, Claude, Gemini, and Yandex Alice.","long_description":"<p align=\"center\">\n  <img src=\"assets/cover.svg\" alt=\"open-geo — GEO visibility tracker: the /open-geo Claude Code command over a dark panel, beside a visibility funnel from queries to AI Overview to sources to citations\" width=\"100%\">\n</p>\n\n<p align=\"center\"><a href=\"README.md\">English</a> · <a href=\"README.ru.md\">Русский</a> · <a href=\"README.zh.md\">中文</a> · <a href=\"README.ar.md\">العربية</a></p>\n\n# open-geo — GEO Visibility Tracker for Claude Code\n\n**open-geo is a GEO (generative engine optimization) visibility tracker: it measures whether your\nbrand shows up in AI answers by reading the _rendered_ answer a logged-in user actually sees.**\nCapture runs through an agent in a real, logged-in browser — not the engine's API and not a\nheadless scrape, because those don't match the answer a person is shown. It covers **Google AI\nOverview, ChatGPT, Claude, Gemini, Yandex Alice and DeepSeek**, and reports an honest funnel\n(queries → answers → sources → citations) that says when a run can't be trusted instead of\nguessing. It runs as a **Claude Code skill**: point `/open-geo` at a question set and a domain,\nget a dashboard and a PDF.\n\nSearch is shifting from \"ten blue links\" to a generated answer, and each answer leans on a handful\nof sources. Being one of them **is** visibility in AI — so what open-geo records, per query, is\nwhether your domain makes it into the **sources**, into the **citations**, into the **text**, and\nhow the brand is spoken about when it does.\n\n[![CI](https://github.com/Pupok462/open-geo/actions/workflows/ci.yml/badge.svg)](https://github.com/Pupok462/open-geo/actions/workflows/ci.yml)\n[![Claude Code skill](https://img.shields.io/badge/Claude%20Code-skill-7C5CFF)](https://claude.ai/code)\n[![Python 3.11](https://img.shields.io/badge/python-3.11-3776AB?logo=python&logoColor=white)](https://www.python.org/)\n[![License: MIT](https://img.shields.io/badge/license-MIT-yellow.svg)](LICENSE)\n\n<p align=\"center\">\n  <img src=\"assets/demo.gif\" alt=\"open-geo dashboa","tagline":"Measure brand visibility in AI answers by reading the rendered answer a logged-in user actually sees (agent in a real browser). Google AI Overview, ChatGPT, Claude, Gemini, Yandex Alice. Claude Code skill, MIT.","category":"marketing-growth","tags":["claude-code","geo","brand-visibility","seo","browser-automation"],"author":"Pupok462","verified":false,"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"OpenAgentSkill auto-indexer","sourceDetail":"Pupok462/open-geo","creatorName":"Pupok462","creatorUrl":"https://github.com/Pupok462","sourceUrl":"https://github.com/Pupok462/open-geo","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/pupok462-open-geo#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":17,"forks":2,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":41.89},"quality":{"score":66,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"17","tone":"neutral"},{"label":"Freshness","value":"2mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["Low GitHub adoption signal"]},"trust":{"version":"trust-score-v5","score":65,"base_score":73,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. 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