Amazon Buy Box logo

Amazon Buy Box

Community
liangdabiao
amazon-buy-box

赢得并保持亚马逊购物车。分析购物车资格因素、竞品定价动态,制定定价和配送策略以最大化购物车占比。

Overview

Publisherliangdabiao
RepositoryAmazon-Skills-Liang
Skill nameamazon-buy-box
Stars
99
Forks
20
Bundled files
1
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by liangdabiao on GitHub. Read the source before you install it.

Installation

Install the Amazon Buy Box AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/liangdabiao/Amazon-Skills-Liang/tree/main/skills/amazon-buy-box
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/liangdabiao/Amazon-Skills-Liang.git /tmp/Amazon-Skills-Liang
mkdir -p .claude/skills
cp -r /tmp/Amazon-Skills-Liang/skills/amazon-buy-box .claude/skills/amazon-buy-box
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Amazon Buy Box in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Amazon Buy Box on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Amazon Buy Box is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Amazon 购物车策略 🏅

赢得并保持亚马逊购物车。分析购物车资格因素、竞品定价动态,制定定价和配送策略以最大化购物车占比。

支持的平台: Amazon、Shopify、WooCommerce、Walmart、TikTok Shop、Etsy、eBay、BigCommerce。

使用方法

我在爆款产品上输给了另外3个卖家购物车。我用FBA,我的价格是24.99美元,竞品在23.99-25.49美元。我怎么才能赢回来?

功能

  • 购物车资格因素分析
  • 赢得购物车的竞争定价策略
  • FBA vs FBM对购物车占比的影响
  • 账号健康指标优化
  • 调价策略建议(手动 vs 自动)
  • 购物车占比追踪与改进计划

工作原理

第一步: 从用户消息中收集信息 — 产品、平台、当前状况和目标。

第二步: 用多选格式一次性提出所有后续问题。允许简写回答(如"1b 2c 3a")。

第三步: 使用下方的框架和方法论进行研究分析。

购物车资格要求

  • 专业卖家账号: 必须有专业销售计划。
  • 库存可用性: 必须有货,不能缺货。
  • 商品状况: 必须是"全新"状况。
  • 订单缺陷率(ODR): 必须低于1%。
  • 延迟发货率: 必须低于4%。
  • 有效追踪率: 必须高于95%。
  • 销售历史: 新账号需要时间积累历史,算法才能给出公平评估。
  • 以上任何一项失败 = 完全失去购物车资格,无论定价如何。

购物车算法多维评分

亚马逊购物车并非简单的最低价。这是一个综合评分系统:

  • 价格竞争力(权重最高): 包括挂牌价、运费和到岸总价格。算法偏好总成本最低的卖家。
  • 配送方式: FBA卖家有结构性优势。FBA即使比FBM贵2-5%也能赢得购物车 — 因为消费者信任亚马逊的配送。
  • 卖家表现指标: 反馈评分、ODR、延迟发货率、配送体验。表现越好 = 赢得购物车概率越高。
  • 库存与配送速度: 库存充足且配送快会赢得算法青睐。
  • 销售历史与排名: 历史销量和排名给予卖家更高的"信任权重"。

FBA vs FBM影响分析

  • FBA结构性优势: FBA卖家即使比FBM贵2-5%也能赢得购物车。消费者对亚马逊配送的信任超过价格差异。
  • FBM价格要求: FBM卖家通常需要便宜3-10%才能竞争购物车。
  • 混合策略: 核心产品用FBA,大件或慢动销产品用FBM。

多卖家购物车轮换机制

当多个合格卖家竞争时,亚马逊通常在表现相近的卖家间轮换购物车。 即使指标完美也无法实现100%购物车占比 — 轮换是内在机制。 最大化占比的关键: 同时在多个算法维度上建立优势,以获得更高的轮换比例。

数据来源

  • web_fetch工具从亚马逊产品页面抓取当前购物车持有者、购物车价格、配送方式和竞品定价。
  • 用户提供:ASIN列表、当前价格、配送方式、卖家指标(ODR、延迟发货率、反馈评分)、库存状态、历史购物车赢取率。
  • 无直接访问卖家中心或亚马逊内部算法参数的权限。

局限性

  • 购物车算法权重是亚马逊商业机密。分析基于行业经验和观察 — 可能与实际算法不完全一致。
  • 新产品/账号需要数周至数月才能获得算法公平评估。购物车赢取率初期可能较低。
  • 当太多卖家(>10个)价格相近竞争时,购物车快速轮换。单卖家天花板通常60-70%。
  • 特殊类目(二手商品、大件/重型商品)有不同购物车规则。
  • 表现指标改进(降低ODR)需要时间才能反映在算法中。短期修复可能不会立即见效。
  • Prime Day和旺季显著加剧购物车竞争。促销期间策略可能需要大幅调整。

第四步: 提供结构化、可执行的输出,包含具体建议,而非模糊指导。

输出格式

  • 先给出发现总结
  • 包含具体数据点和基准(若有)
  • 提供优先排序的行动项
  • 基于不完整数据的估算需标注 ⚠️
  • 以具体的后续步骤结尾

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Amazon Buy Box AI skill do?

赢得并保持亚马逊购物车。分析购物车资格因素、竞品定价动态,制定定价和配送策略以最大化购物车占比。

Why use Amazon Buy Box on TypingMind?

Because you install it once and use it with any model. Amazon Buy Box is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Amazon Buy Box in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/liangdabiao/Amazon-Skills-Liang/tree/main/skills/amazon-buy-box. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Amazon Buy Box?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Amazon Buy Box?

As many as you like. As long as a model supports skills, you can use Amazon Buy Box with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Amazon Buy Box AI skill free?

It is published on GitHub by liangdabiao. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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