Amazon Product Bundling logo

Amazon Product Bundling

Community
liangdabiao
amazon-product-bundling

产品捆绑策略 — 虚拟捆绑、多件装定价、交叉销售捆绑、捆绑listing优化

Overview

Publisherliangdabiao
RepositoryAmazon-Skills-Liang
Skill nameamazon-product-bundling
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 Product Bundling 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-product-bundling
  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-product-bundling .claude/skills/amazon-product-bundling
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Amazon Product Bundling 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 Product Bundling 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 Product Bundling 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 产品捆绑

产品捆绑策略 — 虚拟捆绑、多件装定价、交叉销售捆绑、捆绑listing优化

支持的平台: Amazon(美国、英国、德国、加拿大、日本、澳大利亚及所有市场)。

使用方法

帮我处理亚马逊产品捆绑。

功能

  • 产品捆绑策略
  • 虚拟捆绑
  • 多件装定价
  • 交叉销售捆绑
  • 捆绑listing优化

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。

虚拟捆绑机制

亚马逊品牌备案功能,允许将多个ASIN组合成一个捆绑产品,无需物理重新包装。

  • 核心优势: 灵活性高,无需额外库存。组件独立存储在仓库中。
  • 要求: 所有组件ASIN必须是同一品牌且活跃状态。组件之间需要逻辑关联(例如咖啡机 + 咖啡滤纸)。
  • 定价: 捆绑价格低于各产品价格之和(通常折扣10-25%),但高于总成本 — 通过差价创造利润。

多件装定价原则

基于规模效应的经济逻辑 — 批量销售降低单位采购和物流成本。

  • 定价层级: 2件装节省5-10%,3-4件装节省10-15%,6件及以上节省15-25%相比单件。
  • 最适合: 消耗品(日用品、食品、办公用品)消费者有囤货需求。

交叉销售捆绑价值创造

将不同类目的互补产品组合(例如瑜伽垫 + 瑜伽砖 + 瑜伽带)。

  • 核心价值:"一站式购物"便利 — 消费者在一个订单中获得所有互补产品。
  • 卖家收益: 交叉销售,通过主产品流量带动低流量配件。
  • 关键: 产品必须有清晰的使用关系和场景互补性。

捆绑listing搜索权重机制

  • 虚拟捆绑创建独立ASIN,有自己的搜索排名。
  • 搜索权重受组件ASIN表现影响 — 组件销售/评论越高,捆绑权重越高。
  • 当搜索词包含多个产品关键词时,算法展示捆绑(例如"咖啡机配件套装")。
  • 优化: 在捆绑标题中包含所有组件的核心关键词。

竞争壁垒构建

捆绑策略创建竞争壁垒:

  • 竞品无法直接复制相同捆绑(不拥有那些ASIN)。
  • 带有自有品牌产品的捆绑创建最强壁垒。
  • 构建多样化的捆绑组合创建"产品生态系统",竞品无法复制。

数据来源

  • 无外部依赖。基于亚马逊卖家中心文档和电商最佳实践。
  • 用户提供:产品组合信息(ASIN销售数据、利润、库存状态)、定价数据。

局限性

  • 虚拟捆绑需要亚马逊品牌备案注册。
  • 退换处理更复杂 — 组件独立退回,可能有损坏问题。
  • 组件库存同步风险:如果任何一个组件断货,整个捆绑将不可用。
  • 消费者接受度不确定 — 一些消费者只想要特定商品,不愿为捆绑付费。
  • 多件装可能加速消费速度或缩短复购周期。

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 Product Bundling AI skill do?

产品捆绑策略 — 虚拟捆绑、多件装定价、交叉销售捆绑、捆绑listing优化

Why use Amazon Product Bundling on TypingMind?

Because you install it once and use it with any model. Amazon Product Bundling 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 Product Bundling in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/liangdabiao/Amazon-Skills-Liang/tree/main/skills/amazon-product-bundling. 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 Product Bundling?

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 Product Bundling?

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

Is the Amazon Product Bundling 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.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇