# Send GEO Tracker to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "geo-tracker", "name": "GEO Tracker", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/X-RayLuan/geo-tracker", "canonicalUrl": "https://clawhub.ai/X-RayLuan/geo-tracker", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/geo-tracker", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=geo-tracker", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "README.md", "SKILL.md", "references/geo-optimization.md", "references/prompts.txt", "scripts/geo_audit.py", "scripts/geo_query.py" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "geo-tracker", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-03T11:47:18.272Z", "expiresAt": "2026-05-10T11:47:18.272Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=geo-tracker", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=geo-tracker", "contentDisposition": "attachment; filename=\"geo-tracker-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "geo-tracker" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/geo-tracker" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/geo-tracker", "downloadUrl": "https://openagent3.xyz/downloads/geo-tracker", "agentUrl": "https://openagent3.xyz/skills/geo-tracker/agent", "manifestUrl": "https://openagent3.xyz/skills/geo-tracker/agent.json", "briefUrl": "https://openagent3.xyz/skills/geo-tracker/agent.md" } } ``` ## Documentation ### GEO Tracker Track how AI engines mention (or ignore) a brand. Query multiple AI-powered search engines, extract brand mentions, score visibility, and generate actionable optimization reports. ### Single Query Check python3 scripts/geo_query.py --brand "EZsite.ai" --query "best AI website builder" --engines chatgpt,perplexity,gemini ### Full Audit (batch prompts) python3 scripts/geo_audit.py --brand "EZsite.ai" --prompts references/prompts.txt --engines all --output report.md ### Competitor Comparison python3 scripts/geo_query.py --brand "EZsite.ai" --competitors "Wix,Squarespace,Framer" --query "best website builder for small business" ### Dependencies Install required Python packages (one-time): pip3 install openai anthropic google-generativeai Or create a virtual environment: python3 -m venv venv source venv/bin/activate pip install openai anthropic google-generativeai Set API keys as environment variables: export OPENAI_API_KEY="sk-..." export PERPLEXITY_API_KEY="..." export GOOGLE_API_KEY="..." export ANTHROPIC_API_KEY="sk-ant-..." ### How It Works Takes a brand name + search prompts Queries AI engines via their APIs or web interfaces Extracts: mentions, citations, sentiment, positioning Scores visibility (0-100) per engine and overall Generates optimization recommendations ### Engines Supported EngineMethodAPI Key Env VarChatGPTOpenAI APIOPENAI_API_KEYPerplexityPerplexity APIPERPLEXITY_API_KEYGeminiGoogle AI APIGOOGLE_API_KEYClaudeAnthropic APIANTHROPIC_API_KEYGoogle AI Overviewweb_search tool(none) At minimum, configure one API key. More engines = better coverage. ### Visibility Score 0-20: Invisible — AI doesn't know the brand 21-40: Low — occasional mentions, not recommended 41-60: Moderate — mentioned but not top choice 61-80: Strong — frequently cited/recommended 81-100: Dominant — top recommendation across engines ### Output Format Reports include: Per-engine mention count and context Visibility score breakdown Competitor comparison matrix Top optimization recommendations Source prompts that triggered (or missed) mentions ### Prompt Library Edit references/prompts.txt — one prompt per line. These are the queries sent to AI engines. Example prompts for a website builder brand: best AI website builder how to build a website without coding website builder comparison 2025 best website builder for small business AI-powered web design tools ### Optimization Tips Reference See references/geo-optimization.md for content optimization strategies to improve AI visibility. ### Scheduling Use OpenClaw cron to run daily/weekly audits: Schedule a daily GEO audit for EZsite.ai at 9am The agent will run the audit and report findings. ## Trust - Source: tencent - Verification: Indexed source record - Publisher: X-RayLuan - Version: 1.0.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-05-03T11:47:18.272Z - Expires at: 2026-05-10T11:47:18.272Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/geo-tracker) - [Send to Agent page](https://openagent3.xyz/skills/geo-tracker/agent) - [JSON manifest](https://openagent3.xyz/skills/geo-tracker/agent.json) - [Markdown brief](https://openagent3.xyz/skills/geo-tracker/agent.md) - [Download page](https://openagent3.xyz/downloads/geo-tracker)