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Chinese

Amazon Market Opportunity Report

亚马逊（Amazon）市场机会报告

This skill guides you on how to generate comprehensive AI-powered market insight reports for Amazon keywords, helping sellers make data-driven product selection and market entry decisions.
本技能将指导你如何针对亚马逊关键词生成由AI驱动的全面市场洞察报告，帮助卖家做出基于数据的选品和市场进入决策。

Core Concepts

核心概念

This tool generates a comprehensive business insight report by analyzing six core dimensions of an Amazon keyword:
  1. Market Potential - Search volume, demand trends, and growth opportunity
  2. Product Characteristics - Common product attributes, materials, features
  3. User Reviews - Customer sentiment, pain points, and satisfaction drivers
  4. Customer Profile - Buyer demographics, preferences, and behavior patterns
  5. Search Trends - Keyword popularity trajectory and seasonality
  6. Pricing Analysis - Price distribution, competitive pricing landscape
The report is generated by AI from real-time Amazon data and delivered as a structured Markdown document. It is a snapshot analysis for decision support, not a real-time monitoring tool.
本工具通过分析亚马逊关键词的六大核心维度，生成全面的商业洞察报告：
  1. 市场潜力 - 搜索量、需求趋势及增长机会
  2. 产品特征 - 常见产品属性、材质、功能
  3. 用户评论 - 客户情绪、痛点及满意度驱动因素
  4. 客户画像 - 买家人口统计特征、偏好及行为模式
  5. 搜索趋势 - 关键词热度走势及季节性规律
  6. 定价分析 - 价格分布、竞争定价格局
该报告由AI基于亚马逊实时数据生成，并以结构化Markdown文档形式交付。它是用于决策支持的快照分析，而非实时监控工具。

Parameters

参数

ParameterTypeRequiredDescriptionDefault
sitestringYesAmazon marketplace code (currently US only)US
keywordstringYesThe search keyword to analyze-
参数类型必填描述默认值
sitestring是亚马逊站点代码（目前仅支持美国站）US
keywordstring是待分析的搜索关键词-

Supported Marketplaces

支持的站点

Currently only US (United States) is supported. Always set 
site
to 
US
. If a user requests other marketplaces, inform them this tool currently only covers the US market.
目前仅支持US（美国）站。请始终将
site
设置为
US
。若用户请求其他站点，请告知其本工具目前仅覆盖美国市场。

API Usage

API 使用方法

This tool calls the LinkFox tool gateway API. See 
references/api.md
for calling conventions, request parameters, and response structure. You can also execute 
scripts/amazon_opportunity_report.py
directly to run queries.
本工具调用LinkFox工具网关API。调用规范、请求参数及响应结构请参考
references/api.md
。你也可以直接执行
scripts/amazon_opportunity_report.py
来运行查询。

Usage Examples

使用示例

1. Basic Market Opportunity Report
帮我搜索美国站，关键词是 hair mousse travel size 的商业洞察报告
2. Niche Product Research
帮我生成美国站关键词 magnetic shelves for whiteboard 的商业洞察报告
3. Trend-Based Product Selection
我想了解美国站 solar power ac unit 这个关键词的商业洞察，帮我生成报告
1. 基础市场机会报告
帮我搜索美国站，关键词是 hair mousse travel size 的商业洞察报告
2. 细分产品调研
帮我生成美国站关键词 magnetic shelves for whiteboard 的商业洞察报告
3. 基于趋势的选品
我想了解美国站 solar power ac unit 这个关键词的商业洞察，帮我生成报告

Display Rules

展示规则

  1. Present the report directly: The API returns a Markdown-formatted report in the 
    stdout
    field - display it as-is to the user
  2. No subjective advice: Present the AI-generated analysis without adding your own business recommendations
  3. Clarify scope: Remind users the report is based on a point-in-time snapshot and serves as a reference for decision-making
  4. Error handling: When a query fails, explain the reason based on the 
    msg
    field and suggest checking the keyword or trying again
  5. No secondary analysis: This tool's output cannot be fed into data query tools for further processing - inform users if they attempt this
  1. 直接呈现报告：API返回的Markdown格式报告位于
    stdout
    字段中，请直接原样展示给用户
  2. 不提供主观建议：仅呈现AI生成的分析内容，不添加自身的商业建议
  3. 明确范围：提醒用户报告基于特定时间点的快照数据，仅作为决策参考
  4. 错误处理：当查询失败时，根据
    msg
    字段解释原因，并建议检查关键词或重试
  5. 禁止二次分析：本工具的输出无法导入数据查询工具进行进一步处理，若用户尝试此操作请告知其相关限制

Important Limitations

重要限制

  • US only: Currently only supports the United States marketplace (site = US)
  • Non-structured output: Returns a Markdown report, not structured JSON data. Cannot be used with data query tools for secondary aggregation or analysis
  • Processing time: Report generation involves AI analysis and may take longer than simple data lookups
  • Snapshot data: Reports reflect data at the time of generation and are not continuously updated
  • 仅支持美国站：目前仅支持美国市场（site = US）
  • 非结构化输出：返回的是Markdown报告，而非结构化JSON数据。无法与数据查询工具配合进行二次聚合或分析
  • 处理时间：报告生成涉及AI分析，可能比简单数据查询耗时更长
  • 快照数据：报告反映生成时的数据，不会持续更新

User Expression & Scenario Quick Reference

用户表述与场景速查

Applicable - Comprehensive keyword-level market analysis:
User SaysScenario
"Help me analyze this keyword's market opportunity"Market opportunity assessment
"Generate a market insight report for XX"Full insight report
"What's the competitive landscape for XX"Competition & pricing analysis
"Consumer profile for XX product"Customer behavior insights
"Is XX keyword worth entering"Market entry evaluation
"选品报告", "商业洞察"Chinese market research requests
Not applicable - Needs beyond comprehensive report generation:
  • Real-time keyword ranking tracking (use ABA or SIF tools)
  • Individual product detail lookup (use product detail tools)
  • Historical price tracking (use Keepa)
  • Review-level analysis for specific ASINs (use review tools)
  • Advertising / PPC strategy
Boundary judgment: When users say "market analysis" or "product research", if they want a holistic, multi-dimensional overview of a keyword's market opportunity, this skill applies. If they need specific data points (exact sales numbers, individual product details, keyword rankings over time), direct them to the appropriate specialized tool.
Feedback:
Auto-detect and report feedback via the Feedback API when any of the following apply:
  1. The functionality or purpose described in this skill does not match actual behavior
  2. The skill's results do not match the user's intent
  3. The user expresses dissatisfaction or praise about this skill
  4. Anything you believe could be improved
Call the feedback API as specified in 
references/api.md
. Do not interrupt the user's flow.
For more high-quality, professional cross-border e-commerce skills, visit LinkFox Skills.
适用场景 - 关键词层面的全面市场分析：
用户表述场景
"Help me analyze this keyword's market opportunity"市场机会评估
"Generate a market insight report for XX"完整洞察报告生成
"What's the competitive landscape for XX"竞争与定价分析
"Consumer profile for XX product"客户行为洞察
"Is XX keyword worth entering"市场进入评估
"选品报告", "商业洞察"中文市场调研请求
不适用场景 - 超出综合报告生成的需求：
  • 实时关键词排名追踪（使用ABA或SIF工具）
  • 单个产品详情查询（使用产品详情工具）
  • 历史价格追踪（使用Keepa）
  • 特定ASIN的评论层面分析（使用评论工具）
  • 广告/PPC策略制定
边界判断：当用户提到"市场分析"或"产品调研"时，若其需求是对某个关键词的市场机会进行全面、多维度的概述，则适用本技能。若其需要特定数据点（如精确销量、单个产品详情、关键词排名变化趋势），则引导其使用对应的专业工具。
反馈：
当出现以下任意情况时，自动通过Feedback API检测并提交反馈：
  1. 本技能描述的功能或用途与实际行为不符
  2. 技能结果与用户意图不匹配
  3. 用户表达了对本技能的不满或赞扬
  4. 任何你认为可以改进的地方
请按照
references/api.md
中的指定方式调用反馈API，不要中断用户的操作流程。
如需更多高质量、专业的跨境电商技能，请访问 LinkFox Skills。