linkfox-jiimore-get-niche-review-from-keyword

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Jiimore Niche Review from Keyword

基于关键词的Jiimore细分市场评论分析

This skill guides you on how to query and analyze Amazon niche market review data powered by Jiimore, helping Amazon sellers uncover consumer sentiment, pain points, and real demand signals from product reviews within niche markets.

本技能将指导您如何借助Jiimore查询和分析亚马逊细分市场评论数据，帮助亚马逊卖家从细分市场的产品评论中挖掘消费者情感、痛点以及真实需求信号。

Core Concepts

核心概念

Niche Review Analysis aggregates and categorizes customer reviews across products in an Amazon niche market. Given a keyword, the system identifies the relevant niche markets, extracts review topics, classifies them as positive or negative, and shows how frequently each topic is mentioned. This enables sellers to understand what customers love, what frustrates them, and where product improvement opportunities exist.

Review types: Each review entry is classified as either "positive" or "negative", reflecting the overall sentiment of that review topic.

Mention percentage: The

percentOfMentions

value (0-1 scale, representing 0%-100%) indicates how frequently a particular topic appears across all reviews in the niche. A higher percentage means more customers are talking about that topic.

细分市场评论分析会对亚马逊某一细分市场内各产品的客户评论进行聚合和分类。输入关键词后，系统会识别相关细分市场，提取评论主题，将其分为正面或负面，并展示各主题的提及频率。这能帮助卖家了解客户喜爱的点、不满的点，以及产品可改进的方向。

评论类型：每条评论条目会被归类为“positive”（正面）或“negative”（负面），反映该评论主题的整体情感倾向。

提及占比：

percentOfMentions

值（0-1范围，对应0%-100%）表示某一主题在细分市场所有评论中的提及频率。占比越高，说明越多客户在讨论该主题。

Supported Marketplaces

支持的站点

US (United States), JP (Japan), DE (Germany)

Default marketplace is US. Use US when the user does not specify a marketplace.

美国（US）、日本（JP）、德国（DE）默认站点为美国（US）。用户未指定站点时，默认使用美国站。

调用方式

API 端点：

POST /jiimore/getNicheReviewFromKeyword

（完整参数/响应/错误码见

references/api.md

）

Python 脚本：

python scripts/jiimore_get_niche_review.py '<JSON 参数>' [--inline]

成本约束：本工具会消耗积分；同一会话同一参数组合默认只调用一次，脚本带 24h 本地缓存。失败/空结果不得自动换关键词、翻页或改邮编连续试探；需要继续检索时先向用户说明会产生额外消耗。

输出策略（脚本默认行为）：

始终将完整响应写入
```
<cwd>/linkfox/<YYYY-MM-DD>/<session>/data/linkfox-jiimore-get-niche-review-from-keyword-<timestamp>.json
```
（
```
<cwd>
```
为脚本执行时的工作目录，在 Claude Code 里即当前项目目录；
```
<session>
```
取自环境变量
```
SESSION_ID
```
，按用户任务自动聚合；禁止写入 /tmp，当前目录不可写则报错）
响应体 ≤ 8 KB：落盘后把完整 JSON 打印到 stdout
响应体 > 8 KB：落盘后 stdout 只输出摘要（顶层字段、常见计数如
```
total
```
/
```
costToken
```
、最大列表字段的长度 + 前 3 条样本）
加
```
--inline
```
强制全量打印到 stdout（同样落盘）

读数据建议：先看摘要判断是否足够；需要具体字段时优先用

jq

或

ConvertFrom-Json

从保存的 json 文件按需抽取，避免整份 JSON 进入上下文。

API 端点：

POST /jiimore/getNicheReviewFromKeyword

（完整参数/响应/错误码见

references/api.md

）

Python 脚本：

python scripts/jiimore_get_niche_review.py '<JSON 参数>' [--inline]

成本约束：本工具会消耗积分；同一会话同一参数组合默认只调用一次，脚本带24小时本地缓存。失败/空结果不得自动换关键词、翻页或改邮编连续试探；需要继续检索时先向用户说明会产生额外消耗。

输出策略（脚本默认行为）：

始终将完整响应写入
```
<cwd>/linkfox/<YYYY-MM-DD>/<session>/data/linkfox-jiimore-get-niche-review-from-keyword-<timestamp>.json
```
（
```
<cwd>
```
为脚本执行时的工作目录，在Claude Code里即当前项目目录；
```
<session>
```
取自环境变量
```
SESSION_ID
```
，按用户任务自动聚合；禁止写入 /tmp，当前目录不可写则报错）
响应体 ≤ 8 KB：落盘后把完整 JSON 打印到 stdout
响应体 > 8 KB：落盘后 stdout 只输出摘要（顶层字段、常见计数如
```
total
```
/
```
costToken
```
、最大列表字段的长度 + 前 3 条样本）
加
```
--inline
```
强制全量打印到 stdout（同样落盘）

读数据建议：先看摘要判断是否足够；需要具体字段时优先用

jq

或

ConvertFrom-Json

从保存的 json 文件按需抽取，避免整份 JSON 进入上下文。

解决认证和积分问题

发生以下异常情况时，采用 references/onboarding.md 引导解决问题：

异常情况

未配置API Key：环境变量未配置
```
LINKFOX_AGENT_API_KEY
```
，也未配置
```
LINKFOXAGENT_API_KEY
```
。
响应401或402状态码
响应提示积分或余额不足：消息含"积分余额不足/计费不足/余额不足/quota exceeded/insufficient balance/套餐到期/需充值/请充值"，或类似含义的内容。

未配置API Key：环境变量未配置
```
LINKFOX_AGENT_API_KEY
```
，也未配置
```
LINKFOXAGENT_API_KEY
```
。
响应401或402状态码
响应提示积分或余额不足：消息含"积分余额不足/计费不足/余额不足/quota exceeded/insufficient balance/套餐到期/需充值/请充值"，或类似含义的内容。

Parameter Guide

参数指南

Required Parameter

必填参数

Parameter	Type	Description
keyword	string	The search keyword (max 1000 chars). Must be in the language of the target marketplace (English for US, German for DE, Japanese for JP)

参数	类型	描述
keyword	string	搜索关键词（最多1000字符）。必须与目标站点的语言一致（美国站用英文，德国站用德文，日本站用日文）

Marketplace & Pagination

站点与分页

Parameter	Type	Default	Description
countryCode	string	US	Country code: US, JP, or DE
page	integer	1	Page number (starting from 1)
pageSize	integer	50	Results per page (10-100)

参数	类型	默认值	描述
countryCode	string	US	国家代码：US、JP或DE
page	integer	1	页码（从1开始）
pageSize	integer	50	每页结果数（10-100）

Sorting

排序

Parameter	Type	Default	Description
sortField	string	unitsSoldT7	Field to sort by (see Sortable Fields below)
sortType	string	desc	Sort direction: `desc` (descending) or `asc` (ascending)

Sortable Fields:

Field	Description
unitsSoldT7	Units sold (7-day)
searchVolumeT7	Search volume (7-day)
searchVolumeGrowthT7	Search volume growth (7-day)
clickConversionRateT7	Click conversion rate (7-day)
searchConversionRateT7	Search conversion rate (7-day)
clickCountT7	Click count (7-day)
demand	Demand score
avgPrice	Average price
maximumPrice	Maximum price
minimumPrice	Minimum price
productCount	Product count
brandCount	Brand count
top5BrandsClickShare	Top 5 brands click share
top5ProductsClickShare	Top 5 products click share
clickCountT90	Click count (90-day)
clickConversionRateT90	Click conversion rate (90-day)
searchConversionRateT90	Search conversion rate (90-day)
searchVolumeT90	Search volume (90-day)
unitsSoldT90	Units sold (90-day)
unitsSoldGrowthT90	Units sold growth (90-day)
searchVolumeGrowthT90	Search volume growth (90-day)
returnRateT360	Return rate (360-day)
newProductsLaunchedT180	New products launched (180-day)
successfulLaunchesT180	Successful launches (180-day)
launchRateT180	Launch success rate (180-day)
acos	ACOS
profitRate50	Profit rate at 50% organic orders

参数	类型	默认值	描述
sortField	string	unitsSoldT7	排序字段（见下方可排序字段）
sortType	string	desc	排序方向： `desc` （降序）或 `asc` （升序）

可排序字段:

字段	描述
unitsSoldT7	7天销量
searchVolumeT7	7天搜索量
searchVolumeGrowthT7	7天搜索量增长率
clickConversionRateT7	7天点击转化率
searchConversionRateT7	7天搜索转化率
clickCountT7	7天点击量
demand	需求评分
avgPrice	平均价格
maximumPrice	最高价格
minimumPrice	最低价格
productCount	产品数量
brandCount	品牌数量
top5BrandsClickShare	头部5品牌点击占比
top5ProductsClickShare	头部5产品点击占比
clickCountT90	90天点击量
clickConversionRateT90	90天点击转化率
searchConversionRateT90	90天搜索转化率
searchVolumeT90	90天搜索量
unitsSoldT90	90天销量
unitsSoldGrowthT90	90天销量增长率
searchVolumeGrowthT90	90天搜索量增长率
returnRateT360	360天退货率
newProductsLaunchedT180	180天内新品上架数量
successfulLaunchesT180	180天内成功上架的新品数量
launchRateT180	180天新品上架成功率
acos	ACOS（广告销售成本比）
profitRate50	自然订单占比50%时的利润率

Niche Filtering Parameters

细分市场筛选参数

All filter parameters follow a min/max range pattern. Values for percentage-based fields use a 0-1 scale (e.g., 0.05 = 5%).

Product & Brand Metrics:

Parameter	Type	Description
productCountMin / productCountMax	integer	Product count range
brandCountMin / brandCountMax	integer	Brand count range
avgPriceMin / avgPriceMax	number	Average price range

Sales & Search Volume:

Parameter	Type	Description
unitsSoldT7Min / unitsSoldT7Max	integer	Units sold (7-day) range
searchVolumeT7Min / searchVolumeT7Max	integer	Search volume (7-day) range
clickCountT7Min / clickCountT7Max	integer	Click count (7-day) range

Conversion & Click Rates (0-1 scale):

Parameter	Type	Description
clickConversionRateT7Min / clickConversionRateT7Max	number	Click conversion rate (7-day) range

Market Concentration (0-1 scale):

Parameter	Type	Description
top5BrandsClickShareMin / top5BrandsClickShareMax	number	Top 5 brands click share range
top5ProductsClickShareMin / top5ProductsClickShareMax	number	Top 5 products click share range
sponsoredProductsPercentageMin / sponsoredProductsPercentageMax	number	SP ad percentage range

Brand & Seller Age:

Parameter	Type	Description
avgBrandAgeMin / avgBrandAgeMax	number	Average brand age (current)
avgBrandAgeQoqMin / avgBrandAgeQoqMax	number	Average brand age (90-day)
avgBrandAgeYoyMin / avgBrandAgeYoyMax	number	Average brand age (360-day)
avgSellingPartnerAgeMin / avgSellingPartnerAgeMax	number	Average seller age (current)
avgSellingPartnerAgeQoqMin / avgSellingPartnerAgeQoqMax	number	Average seller age (90-day)
avgSellingPartnerAgeYoyMin / avgSellingPartnerAgeYoyMax	number	Average seller age (360-day)

New Product & Return Metrics (0-1 scale):

Parameter	Type	Description
launchRateT180Min / launchRateT180Max	number	Launch success rate (180-day) range
newProductRateT180	number	New product percentage (180-day) min
returnRateT360Min / returnRateT360Max	number	Return rate (360-day) range

Advertising:

Parameter	Type	Description
cpcMediumMin / cpcMediumMax	number	CPC (current) range

所有筛选参数均遵循最小值/最大值范围模式。百分比类字段的值采用0-1的数值范围（例如，0.05代表5%）。

产品与品牌指标:

参数	类型	描述
productCountMin / productCountMax	integer	产品数量范围
brandCountMin / brandCountMax	integer	品牌数量范围
avgPriceMin / avgPriceMax	number	平均价格范围

销量与搜索量:

参数	类型	描述
unitsSoldT7Min / unitsSoldT7Max	integer	7天销量范围
searchVolumeT7Min / searchVolumeT7Max	integer	7天搜索量范围
clickCountT7Min / clickCountT7Max	integer	7天点击量范围

转化与点击率（0-1范围）:

参数	类型	描述
clickConversionRateT7Min / clickConversionRateT7Max	number	7天点击转化率范围

市场集中度（0-1范围）:

参数	类型	描述
top5BrandsClickShareMin / top5BrandsClickShareMax	number	头部5品牌点击占比范围
top5ProductsClickShareMin / top5ProductsClickShareMax	number	头部5产品点击占比范围
sponsoredProductsPercentageMin / sponsoredProductsPercentageMax	number	Sponsored Products广告占比范围

品牌与卖家运营时长:

参数	类型	描述
avgBrandAgeMin / avgBrandAgeMax	number	品牌平均运营时长（当前）
avgBrandAgeQoqMin / avgBrandAgeQoqMax	number	品牌平均运营时长（90天）
avgBrandAgeYoyMin / avgBrandAgeYoyMax	number	品牌平均运营时长（360天）
avgSellingPartnerAgeMin / avgSellingPartnerAgeMax	number	卖家平均运营时长（当前）
avgSellingPartnerAgeQoqMin / avgSellingPartnerAgeQoqMax	number	卖家平均运营时长（90天）
avgSellingPartnerAgeYoyMin / avgSellingPartnerAgeYoyMax	number	卖家平均运营时长（360天）

新品与退货指标（0-1范围）:

参数	类型	描述
launchRateT180Min / launchRateT180Max	number	180天新品上架成功率范围
newProductRateT180	number	180天内新品占比最小值
returnRateT360Min / returnRateT360Max	number	360天退货率范围

广告指标:

参数	类型	描述
cpcMediumMin / cpcMediumMax	number	平均CPC（当前）范围

Usage Examples

使用示例

1. Basic niche review lookup for a keyword

Analyze customer reviews in niche markets related to "yoga mat" on the US marketplace.

Parameters:

{"keyword": "yoga mat", "countryCode": "US"}

2. Find niche reviews with high search volume

Show me niche market reviews for "wireless earbuds" where 7-day search volume is above 10000.

Parameters:

{"keyword": "wireless earbuds", "countryCode": "US", "searchVolumeT7Min": 10000}

3. Low competition niches with review insights

Find review insights for "pet bed" niches where top 5 brands hold less than 30% click share.

Parameters:

{"keyword": "pet bed", "countryCode": "US", "top5BrandsClickShareMax": 0.3}

4. Japanese market niche reviews

Analyze niche reviews for wireless earbuds on the Japan marketplace.

Parameters:

{"keyword": "wireless earbuds", "countryCode": "JP"}

5. Sorted by demand score

Show niche reviews for "kitchen organizer" sorted by demand score in descending order.

Parameters:

{"keyword": "kitchen organizer", "sortField": "demand", "sortType": "desc"}

6. Filter by new product success rate

Find niches for "phone case" where the 180-day new product launch success rate is above 20%.

Parameters:

{"keyword": "phone case", "launchRateT180Min": 0.2}

7. Low return rate niches

Show review topics for "water bottle" niches with return rates below 5%.

Parameters:

{"keyword": "water bottle", "returnRateT360Max": 0.05}

1. 基于关键词的基础细分市场评论查询

Analyze customer reviews in niche markets related to "yoga mat" on the US marketplace.

参数：

{"keyword": "yoga mat", "countryCode": "US"}

2. 查找高搜索量的细分市场评论

Show me niche market reviews for "wireless earbuds" where 7-day search volume is above 10000.

参数：

{"keyword": "wireless earbuds", "countryCode": "US", "searchVolumeT7Min": 10000}

3. 低竞争细分市场的评论洞察

Find review insights for "pet bed" niches where top 5 brands hold less than 30% click share.

参数：

{"keyword": "pet bed", "countryCode": "US", "top5BrandsClickShareMax": 0.3}

4. 日本站细分市场评论分析

Analyze niche reviews for wireless earbuds on the Japan marketplace.

参数：

{"keyword": "wireless earbuds", "countryCode": "JP"}

5. 按需求评分排序

Show niche reviews for "kitchen organizer" sorted by demand score in descending order.

参数：

{"keyword": "kitchen organizer", "sortField": "demand", "sortType": "desc"}

6. 按新品上架成功率筛选

Find niches for "phone case" where the 180-day new product launch success rate is above 20%.

参数：

{"keyword": "phone case", "launchRateT180Min": 0.2}

7. 低退货率细分市场

Show review topics for "water bottle" niches with return rates below 5%.

参数：

{"keyword": "water bottle", "returnRateT360Max": 0.05}

Display Rules

展示规则

Present data clearly: Show review topics in a well-organized table. Include the niche name, review type (positive/negative), topic, mention percentage, and a review example
Percentage formatting: Convert 0-1 scale values to percentages for display (e.g., 0.15 -> 15%)
Sentiment separation: When presenting results, group or clearly label positive vs. negative reviews so users can quickly identify opportunities and pain points
Actionable insight framing: While showing data objectively, highlight high-mention-percentage negative reviews as potential product improvement opportunities, and high-mention-percentage positive reviews as features to emphasize in listings
Volume notice: When results are large, show the most relevant data first and remind users about pagination options
Error handling: When a query fails, explain the reason and suggest adjusting the keyword or filter criteria
Language reminder: If a user provides a keyword in the wrong language for the target marketplace, remind them to use the marketplace's native language (English for US, German for DE, Japanese for JP)

清晰呈现数据：将评论主题整理为结构清晰的表格，包含细分市场名称、评论类型（正面/负面）、主题、提及占比、评论示例
百分比格式：将0-1范围的数值转换为百分比展示（例如，0.15→15%）
情感区分：展示结果时，将正面和负面评论分组或明确标注，方便用户快速识别机会点和痛点
可落地洞察呈现：在客观展示数据的同时，将高提及占比的负面评论标记为潜在的产品改进方向，将高提及占比的正面评论标记为Listing中需要突出的卖点
结果量提示：当结果数量较多时，优先展示最相关的数据，并提醒用户可使用分页功能
错误处理：查询失败时，说明原因并建议调整关键词或筛选条件
语言提醒：若用户提供的关键词与目标站点语言不符，提醒用户使用对应站点的母语（美国站用英文，德国站用德文，日本站用日文）

User Expression & Scenario Quick Reference

用户表达与场景速查

Applicable -- Consumer review and sentiment analysis within Amazon niche markets:

User Says	Scenario
"What do customers say about XX"	Niche review topic lookup
"Customer pain points for XX"	Negative review analysis
"What features do buyers love in XX"	Positive review analysis
"Review sentiment for XX niche"	Full sentiment breakdown
"Consumer demand insights for XX"	Demand signal extraction from reviews
"Common complaints about XX products"	Negative topic mining
"What makes XX products popular"	Positive topic mining
"Niche market review analysis"	General niche review exploration

Not applicable -- Needs beyond niche review analysis:

Individual ASIN review analysis (this tool works at the niche/market level)
Keyword search volume trends without review context (use ABA data tools instead)
Product listing optimization or copywriting
Advertising strategy and PPC management
Sales estimation or revenue forecasting

Boundary judgment: When users say "market research" or "product opportunity", if their intent focuses on understanding consumer sentiment, review topics, and pain points within a niche market, this skill applies. If they are asking about search volume trends, pricing strategy, or sales data without review context, it does not apply.

适用场景——亚马逊细分市场内的消费者评论与情感分析：

用户表述	场景
"客户对XX的评价如何"	细分市场评论主题查询
"XX的客户痛点"	负面评论分析
"买家喜欢XX的哪些功能"	正面评论分析
"XX细分市场的评论情感"	完整情感拆解
"XX的消费者需求洞察"	从评论中提取需求信号
"XX产品的常见投诉"	负面主题挖掘
"XX产品受欢迎的原因"	正面主题挖掘
"细分市场评论分析"	通用细分市场评论探索

不适用场景——超出细分市场评论分析的需求：

单个ASIN评论分析（本工具针对细分市场/市场层面）
无评论上下文的关键词搜索量趋势（请使用ABA数据工具）
产品Listing优化或文案撰写
广告策略与PPC管理
销量预估或收入预测

边界判断：当用户提到“市场调研”或“产品机会”时，若其意图聚焦于理解细分市场内的消费者情感、评论主题和痛点，则适用本技能；若用户询问的是搜索量趋势、定价策略或无评论上下文的销售数据，则不适用。

积分消耗规则

消耗 9 积分。

用户会因积分消耗而支付费用。请充分评估：当需要高频调用本技能，或用户对积分消耗量预期不足时，务必提醒用户，由用户决定是否继续。

Feedback:

Auto-detect and report feedback via the Feedback API when any of the following apply:

The functionality or purpose described in this skill does not match actual behavior
The skill's results do not match the user's intent
The user expresses dissatisfaction or praise about this skill
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, set LinkFox Skills.

消耗 9 积分。

用户会因积分消耗而支付费用。请充分评估：当需要高频调用本技能，或用户对积分消耗量预期不足时，务必提醒用户，由用户决定是否继续。

反馈:

出现以下任一情况时，通过Feedback API自动检测并提交反馈：

本技能描述的功能或用途与实际行为不符
技能结果与用户意图不符
用户表达了对本技能的不满或赞赏
任何您认为可改进的内容

请按照

references/api.md

中的说明调用反馈API，请勿中断用户流程。

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