geo-analyzerGEO(生成式引擎优化)品牌分析工具。自动向豆包、Kimi、DeepSeek 三个 AI 搜索引擎提问,分析品牌在 AI 回答中的出现率、情绪、信源引用、竞品对比,生成交互式 HTML 报告。当用户需要分析品牌在 AI 搜索引擎中的表现、GEO 优化、AI 搜索品牌监测、品牌 AI 可见度分析时使用。触发词:GEO分析、品牌AI搜索分析、AI搜索引擎优化、品牌可见度、GEO、geo analyzer。
Install via ClawdBot CLI:
clawdbot install ljseeking/geo-analyzerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/LJseeking/lifesignalUses known external API (expected, informational)
api.deepseek.comAudited May 10, 2026 · audit v1.0
Generated May 21, 2026
A digital marketing agency wants to measure how well its client's brand is mentioned by AI models in user queries. They use this skill to probe LLM recommendations and judge sentiment, competitors, and context to optimize GEO strategy.
Product managers can analyze if their SaaS product appears in AI-generated recommendations for their category. They can identify which competitors are favored and adjust positioning accordingly.
E-commerce brands can routinely check AI models' recommendations to ensure their products are cited positively. This helps in refining product descriptions and SEO to improve AI visibility.
Startup consultants can assess whether emerging startups are mentioned in AI queries related to their industry, providing insights into market awareness and potential traction.
Media companies can test if their content or brand is referenced by AI when users ask for credible sources. This informs content creation to increase AI citation frequency.
Offer a free tier with limited monthly checks to attract users, then charge for higher volume, detailed reports, and historical tracking. Revenue comes from monthly or annual subscriptions.
Digital marketing or SEO agencies bundle GEO performance analysis as an add-on service to their existing offerings. They charge per report or as part of a retainer package.
Large brands or corporations license the skill for internal use, integrating it into their own marketing analytics dashboards. Pricing is based on usage volume or annual license.
💬 Integration Tip
Set up the DEEPSEEK_API_KEY environment variable before running. Integrate with a CI/CD pipeline to schedule regular brand checks and alert when mentions drop.
Scored May 21, 2026
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