What makes 亚马逊-前端商品搜索 notable?

2K downloads. Trust evidence available

How should 亚马逊-前端商品搜索 be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

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亚马逊-前端商品搜索

模拟真实用户在亚马逊前台搜索，获取实时关键词排名和搜索结果页数据。当用户提到亚马逊商品搜索、搜索结果抓取、关键词在搜索页的排名、ASIN排名位置查询、竞品发现、搜索页价格对比、广告商品分析、新品监控、前台搜索模拟、Amazon search, keyword ranking, search results, ASIN ranking position, competitor discovery, price comparison, sponsored product analysis, real-time search, new product monitoring时触发此技能。即使用户未明确提及"搜索模拟"，只要其需求涉及实时亚马逊搜索结果、商品排位数据或前台SERP分析，也应触发此技能。 Skill: 亚马逊-前端商品搜索 Owner: linkfox-ai Summary: 模拟真实用户在亚马逊前台搜索，获取实时关键词排名和搜索结果页数据。当用户提到亚马逊商品搜索、搜索结果抓取、关键词在搜索页的排名、ASIN排名位置查询、竞品发现、搜索页价格对比、广告商品分析、新品监控、前台搜索模拟、Amazon search, keyword ranking, search results, ASIN ranking position, competitor discovery, price comparison, sponsored product analysis, real-time search, new product monitoring时触发此技能。即使用户未明确提及"搜索模拟"，只要其需求涉及实时亚马逊搜索结果、商品排位数据或前台SERP分析，也应触发此技能。 Tags: latest:1.0.8 Versi

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Rank

Safety

Downloads

2.0k

Updated

Oct 9, 2026

Version

1.0.8

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 2K downloads reported by the source. Last updated 10/9/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 9, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 9, 2026
Adoption signal: 2K downloadsadoption · observed Oct 9, 2026
Latest release: 1.0.8release · observed Sep 14, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s171g8b6m2khwdy9ye8bxj0wx183vd4z:linkfox-amazon-search

Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-linkfox-ai-linkfox-amazon-search/snapshot"

Documentation

CLAWHUB

143,664 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: linkfox-amazon-search
description: 模拟真实用户在亚马逊前台搜索，获取实时关键词排名和搜索结果页数据。当用户提到亚马逊商品搜索、搜索结果抓取、关键词在搜索页的排名、ASIN排名位置查询、竞品发现、搜索页价格对比、广告商品分析、新品监控、前台搜索模拟、Amazon search, keyword ranking, search results, ASIN ranking position, competitor discovery, price comparison, sponsored product analysis, real-time search, new product monitoring时触发此技能。即使用户未明确提及"搜索模拟"，只要其需求涉及实时亚马逊搜索结果、商品排位数据或前台SERP分析，也应触发此技能。
---

# Amazon Product Search

This skill guides you on how to perform Amazon storefront search simulations, helping Amazon sellers retrieve real-time search result data including product rankings, prices, ratings, and more.

## Core Concepts

This tool simulates a real user searching on Amazon's storefront. It returns live search result page (SERP) data: product listings with their positions, prices, ratings, review counts, brands, delivery info, sponsored flags, and more. This is **real-time** data directly from the Amazon frontend, not historical analytics.

**Key distinction from ABA data**: ABA data is aggregated historical search term analytics. This tool returns the actual product listings a user would see when searching a keyword on Amazon right now.

**Keyword language**: Keywords should be in the language of the target marketplace. For example, use English keywords for amazon.com, German keywords for amazon.de, Japanese keywords for amazon.co.jp, etc.

## Parameters

| Parameter | Type | Required | Description | Default |
|-----------|------|----------|-------------|---------|
| keyword | string | No | Search keyword (translate to the target marketplace's language) | - |
| amazonDomain | string | No | Amazon marketplace domain | amazon.com |
| node | string | No | Amazon category node ID for category-scoped searches | - |
| language | string | No | Language locale code (e.g., en_US, de_DE, ja_JP) | - |
| sort | string | No | Sort order for results | relevanceblender |
| page | integer | No | Page number (starting from 1, ~20 results per page) | 1 |
| deliveryZip | string | No | Postal/zip code for delivery location simulation | - |
| device | string | No | Device type: desktop, mobile, or tablet | desktop |

### Supported Marketplaces

| Domain | Country |
|--------|---------|
| amazon.com | United States |
| amazon.co.uk | United Kingdom |
| amazon.de | Germany |
| amazon.fr | France |
| amazon.it | Italy |
| amazon.es | Spain |
| amazon.co.jp | Japan |
| amazon.ca | Canada |
| amazon.com.au | Australia |
| amazon.com.br | Brazil |
| amazon.in | India |
| amazon.nl | Netherlands |
| amazon.se | Sweden |
| amazon.pl | Poland |
| amazon.sg | Singapore |
| amazon.sa | Saudi Arabia |
| amazon.ae | United Arab Emirates |
| amazon.com.mx | Mexico |
| amazon.com.tr | Turkey |
| amazon.com.be | Belgium |
| amazon.cn | China |
| amazon.eg | Egypt |

Default marketplace is **amazon.com**. Use amazon.com when the user doesn't specify a marketplace.

### Sort Options

| Value | Description |
|-------|-------------|
| relevanceblender | Featured / Relevance (de

_meta.json

{
  "ownerId": "kn7dmc1t4j28hem1twwyav85p182pb1j",
  "slug": "linkfox-amazon-search",
  "version": "1.0.8",
  "publishedAt": 1789361718680
}

references/api.md

# 亚马逊前端搜索模拟 API 参考

## 调用规范

- **请求地址**：`${LINKFOX_TOOL_GATEWAY}/amazon/search`
- **请求方式**：POST，Content-Type: application/json
- **认证方式**：Header `Authorization: <api_key>`，api_key 从环境变量 `LINKFOX_AGENT_API_KEY` 或 `LINKFOXAGENT_API_KEY` 读取（如未配置 按 SKILL.md 的 **## 解决认证和算力问题** 处理）

## 请求参数

POST Body（JSON）：

| 参数 | 类型 | 必填 | 说明 |
|------|------|------|------|
| keyword | string | 否 | 关键词；请尽量翻译为对应国家的语言，比如美国用英语关键词，德国用德语关键词等等（最大长度1024） |
| amazonDomain | string | 否 | 亚马逊各个国家站点，默认 `amazon.com` |
| node | string | 否 | 亚马逊类目节点（最大长度1000） |
| language | string | 否 | 语言区域代码，如 en_US、de_DE、ja_JP、fr_FR（最大长度1000） |
| sort | string | 否 | 排序方式：`relevanceblender`（精选，默认）、`price-asc-rank`（价格从低到高）、`price-desc-rank`（价格从高到低）、`review-rank`（平均客户评价）、`date-desc-rank`（最新到货）、`exact-aware-popularity-rank`（畅销商品） |
| page | integer | 否 | 页码（从1开始，每页大概20条），默认 `1` |
| deliveryZip | string | 否 | 配送地邮编，用于模拟亚马逊前台地址，建议使用目标国家主要城市的常用邮编，如美国站常用纽约邮编 10001（最大长度1000） |
| device | string | 否 | 设备类型：`desktop`、`mobile`、`tablet`，默认 `desktop`（最大长度1000） |

### 支持的 amazonDomain 值

| 域名 | 国家 |
|------|------|
| amazon.com | 美国 |
| amazon.co.uk | 英国 |
| amazon.de | 德国 |
| amazon.fr | 法国 |
| amazon.it | 意大利 |
| amazon.es | 西班牙 |
| amazon.co.jp | 日本 |
| amazon.ca | 加拿大 |
| amazon.com.au | 澳大利亚 |
| amazon.com.br | 巴西 |
| amazon.in | 印度 |
| amazon.nl | 荷兰 |
| amazon.se | 瑞典 |
| amazon.pl | 波兰 |
| amazon.sg | 新加坡 |
| amazon.sa | 沙特阿拉伯 |
| amazon.ae | 阿联酋 |
| amazon.com.mx | 墨西哥 |
| amazon.com.tr | 土耳其 |
| amazon.com.be | 比利时 |
| amazon.cn | 中国 |
| amazon.eg | 埃及 |

### 常用 language 值

| 区域代码 | 说明 |
|----------|------|
| en_US | 美国站 英语 |
| en_GB | 英国站 英语 |
| de_DE | 德国站 德语 |
| fr_FR | 法国站 法语 |
| it_IT | 意大利站 意大利语 |
| es_ES | 西班牙站 西班牙语 |
| ja_JP | 日本站 日语 |
| en_CA | 加拿大站 英语 |
| fr_CA | 加拿大站 法语 |
| en_AU | 澳大利亚站 英语 |
| pt_BR | 巴西站 葡萄牙语 |
| en_IN | 印度站 英语 |
| hi_IN | 印度站 印地语 |
| nl_NL | 荷兰站 荷兰语 |
| sv_SE | 瑞典站 瑞典语 |
| pl_PL | 波兰站 波兰语 |
| en_SG | 新加坡站 英语 |
| ar_AE | 阿联酋/沙特阿拉伯/埃及站 阿拉伯语 |
| en_AE | 阿联酋/沙特阿拉伯/埃及站 英语 |
| tr_TR | 土耳其站 土耳其语 |
| nl_BE | 比利时站 荷兰语 |
| fr_BE | 比利时站 法语 |
| zh_CN | 中国站 中文 |
| pt_MX | 墨西哥站 西班牙语 |

### 常用 deliveryZip 值

| 国家 | 城市 | 邮编 |
|------|------|------|
| 美国 | 纽约 | 10001 |
| 英国 | 伦敦 | EC1A 1BB |
| 德国 | 柏林 | 10115 |
| 法国 | 巴黎 | 75001 |
| 意大利 | 罗马 | 00100 |
| 西班牙 | 马德里 | 28001 |
| 日本 | 东京 | 100-0001 |
| 加拿大 | 多伦多 | M5A 1A1 |
| 澳大利亚 | 悉尼 | 2000 |
| 巴西 | 圣保罗 | 01000-000 |
| 印度 | 新德里 | 110001 |
| 荷兰 | 阿姆斯特丹 | 1012 |
| 瑞典 | 斯德哥尔摩 | 111 22 |
| 波兰 | 华沙 | 00-001 |
| 新加坡 | 新加坡 | 018989 |
| 沙特阿拉伯 | 利雅得 | 11564 |
| 阿联酋 | 阿布扎比 | 00000 |
| 墨西哥 | 墨西哥城 | 01000 |
| 土耳其 | 伊斯坦布尔 | 34349 |
| 比利时 | 布鲁塞尔 | 1000 |
| 中国 | 北京 | 100000 |
| 埃及 | 开罗 | 11511 |

## 响应结构

| 字段 | 类型 | 说明 |
|------|------|------|
| total | integer | 总行数 |
| keyword | string | 搜索关键词 |
| type | string | 渲染的样式 |
| columns | array | 渲染的列定义 |
| costToken | integer | 消耗token |
| products | array | 搜索结果列表（详见下方） |

### products 商品对象字段

| 字段 | 类型 | 说明 |
|------|------|------|
| asin | string | ASIN |
| title | string | 标题 |
| brand | string | 品牌

references/onboarding.md

# 解决认证和算力问题

调用本 skill 时若网关返回 **auth** 或 **billing** 错误，走本 skill 自带的 `scripts/onboarding.py` 完成引导。

**auth 场景**：`errcode=401` 或消息含 `authorized error`/`鉴权失败`/`未授权`/`unauthorized`；或 `LINKFOX_AGENT_API_KEY` 与 `LINKFOXAGENT_API_KEY` 均为空。
1. 若已配置 key → 先让用户重启会话（最常见误判），仍失败让用户重新取 key 或换手机号重注册
2. 未配置 → 询问：自助去 https://agent.linkfox.com/ 取 key，或提供手机号让脚本注册
3. 手机号路径：
   - `python scripts/onboarding.py send-code <phone>` → 展示 JSON 里的 phone/agreements
   - 收到验证码后：`python scripts/onboarding.py login <phone> <code>`
   - 拿到 `api_key` 后把下面三平台配置转发给用户，提示重启会话生效：
     - Windows PowerShell（永久）：`setx LINKFOX_AGENT_API_KEY "<key>"`
     - macOS zsh：`echo 'export LINKFOX_AGENT_API_KEY="<key>"' >> ~/.zshrc && source ~/.zshrc`
     - Linux bash：`echo 'export LINKFOX_AGENT_API_KEY="<key>"' >> ~/.bashrc && source ~/.bashrc`
     - 变量名 `LINKFOX_AGENT_API_KEY`（主推）或 `LINKFOXAGENT_API_KEY`（老规范）任一即可

**billing 场景**：`errcode=402` 或消息含 `算力/余额/quota/insufficient/充值/套餐到期`。
- `python scripts/onboarding.py list-plans` → 有 AskUserQuestion 就弹菜单，否则输出编号清单让用户选
- 校验 `plan_id` ∈ 清单、支付方式 ∈ 该套餐 `available_methods`（通常 `wechat/alipay`）
- `python scripts/onboarding.py order <plan_id> <method>` → 展示优先级 PNG > `pay_url` > `ascii_qr`（标注兜底）
- 已付款可选调 `python scripts/onboarding.py query <order_id>`，不主动轮询

排除 `errcode=403`（无权限，不归入这两类）。所有子命令输出 stdout JSON，`error` 字段已含阶段前缀，透传给用户即可。完整用法：`python scripts/onboarding.py --help`。

skill-card.md

## Description:

Simulates live Amazon storefront searches so agents can retrieve current keyword rankings, product listings, prices, ratings, sponsored status, and marketplace-specific SERP data.

This skill is ready for commercial/non-commercial use.

## Publisher:

[linkfox-ai](https://clawhub.ai/user/linkfox-ai)

### License/Terms of Use:

MIT-0

## Use Case:

External agents, Amazon sellers, and e-commerce analysts use this skill to inspect current Amazon search result pages for keyword ranking checks, competitor discovery, price comparison, sponsored product analysis, and new product monitoring.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill combines Amazon search with LinkFox account login, API key handling, balance purchases, local storage, and feedback reporting beyond the search workflow.

Mitigation: Review these behaviors before installation, use only trusted environment variables, and avoid custom LinkFox gateway URLs unless you control them.

Risk: Generated API keys, SMS codes, payment flow outputs, and full search responses may contain sensitive or business-relevant information.

Mitigation: Treat these values and saved response files as sensitive, run the skill in an appropriate workspace, and remove local artifacts when they are no longer needed.

Risk: Searches consume paid compute and repeated parameter changes can increase cost.

Mitigation: Confirm with the user before additional pages, changed keywords, changed postal codes, or other repeated searches that would incur extra consumption.

## Reference(s):

- [ClawHub Skill Page](https://clawhub.ai/linkfox-ai/skills/linkfox-amazon-search)
- [亚马逊前端搜索模拟 API 参考](artifact/references/api.md)
- [解决认证和算力问题](artifact/references/onboarding.md)

## Skill Output:

**Output Type(s):** [JSON, Markdown, Files, Shell commands, Configuration guidance]

**Output Format:** [Markdown summaries and tables with JSON API responses saved to local files when the search script runs.]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Large responses are summarized by default; full responses can be printed inline and are cached for 24 hours for identical parameters.]

## Skill Version(s):

1.0.8 (source: server release metadata)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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