linkfox-product-title-analyze对产品标题进行分词分析，提取词频、场景词、人群词、材质词等属性维度。当用户想分析产品标题、提取标题高频词、进行标题分词、发现场景词或人群词、对比不同商品的标题关键词用法、基于词频优化Listing标题、识别一组ASIN中的常见属性规律、title tokenization, word frequency analysis, scene keyword extraction, audience keyword analysis, title optimization, attribute keyword extraction, keyword frequency时触发此技能。即使用户未明确说"标题分析"，只要其需求涉及将产品标题拆解为有意义的词组、统计关键词频率或按提取的属性对商品分组，也应触发此技能。
Install via ClawdBot CLI:
clawdbot install linkfox-ai/linkfox-product-title-analyzeGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://tool-gateway.linkfox.com/product/titleAnalyzeCalls external URL not in known-safe list
https://...AI Analysis
The skill sends product title data to an external API (tool-gateway.linkfox.com) which is not documented in the skill definition and is not on a known-safe list, creating a potential data exfiltration risk. However, the API endpoint appears consistent with the skill's stated purpose of title analysis, and there is no evidence of credential harvesting, hidden instructions, or obfuscation.
Audited Apr 16, 2026 · audit v1.0
Generated Jul 12, 2026
通过分析产品标题中的高频词、场景词和人群词，优化亚马逊Listing标题，提升搜索排名和点击率。适用于卖家调整关键词策略，覆盖更多长尾搜索。
对比不同商品的标题关键词用法，识别竞争对手的高频属性和卖点，发现市场趋势和空白机会。帮助制定差异化定位策略。
根据提取的场景词、材质词等属性对一组ASIN进行分组，便于库存管理、广告投放或产品线梳理。例如，按‘户外’‘室内’场景分组灯具产品。
对产品标题进行自动分词并统计词频，快速识别标题中的核心关键词、修饰词和冗余词，为标题重写提供数据支持。
从已有产品标题中提取高频属性词和场景词，为新品的标题撰写提供关键词素材，确保覆盖目标客户搜索习惯。
为亚马逊卖家提供基于API的标题分析工具，按月或年收费。用户自助上传产品或连接店铺，系统自动分析并提供优化建议。
针对偶尔需要标题分析的用户，提供按次付费模式。每次分析消耗积分，积分可批量购买。适合小卖家或临时需求。
结合标题分析工具，提供电商运营咨询和定制化报告服务。为高端客户提供一对一的标题优化方案，同时嵌入其ERP或运营系统。
💬 Integration Tip
可集成到卖家运营后台或ERP系统，通过API自动拉取产品列表，并在分析后推送优化建议。建议为用户配置一键导出报表功能。
Scored Aug 15, 2026
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