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amz-product-bundling

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Product Bundle Designer

亚马逊产品捆绑包设计工具

A bundle is the cheapest way to raise average order value on Amazon. no new product, no new ad spend, just a smarter offer. But a random bundle of unrelated items does not sell. This skill designs bundles around how customers actually buy.
在亚马逊平台，捆绑销售是提升平均订单价值（AOV）成本最低的方式。无需开发新产品，无需增加广告投入，只需推出更明智的组合方案。但随意将无关商品捆绑在一起是卖不动的。本技能基于客户实际购买行为设计捆绑包。

When to use this

适用场景

  • A seller has several related SKUs and never bundled them.
  • Average order value is low and the seller wants to lift it without new products.
  • A market basket report shows products bought together (see amz-brand-analytics).
  • A seller wants a higher-priced offer to sit alongside the single unit.
  • 卖家拥有多个相关SKU，但从未进行捆绑销售
  • 平均订单价值较低，卖家希望在不推出新产品的情况下提升该指标
  • 购物篮报告显示存在关联购买的商品（可查看amz-brand-analytics）
  • 卖家希望在单品之外提供更高价位的组合方案

The framework. The Bundle Logic

框架：捆绑逻辑

A bundle works when the items belong together in the customer's mind. Three valid bundle types. anything else is a random grab bag that does not convert.
Bundle typeLogicExample
Complete-the-jobEverything needed to do the task onceCoffee + filters + scoop
Use-it-up multipackMore of a consumable the buyer will rebuy anyway3-pack of the refill
Good-better tierThe single unit plus the accessory that upgrades itKnife + the sharpener and guard
The test: would a real customer have searched for both items in the same session? If yes, the bundle has logic. If no, it is a grab bag.
只有当商品在客户认知中属于关联品类时，捆绑包才会奏效。以下三种有效捆绑类型，其他组合均为无逻辑的“大杂烩”，无法实现转化。
捆绑类型逻辑示例
一站式任务型完成某项任务所需的全部物品咖啡豆+滤纸+量勺
消耗品多件装买家原本就会回购的消耗品多件组合3件装补充装
进阶升级型单品搭配可提升使用体验的配件刀具+磨刀器+刀套
检验标准：真实客户是否会在同一会话中搜索这两件商品？如果是，该捆绑包具备合理性；如果不是，那就是无逻辑的大杂烩。

Virtual versus physical bundles

虚拟捆绑包 vs 实体捆绑包

  • Virtual Bundle. A Brand Registry tool. Links existing listings into one bundle page. no new packaging, no new inventory, the items still ship separately. Fast, low-risk, reversible. Start here.
  • Physical bundle. Items packed and shipped as one unit, one SKU, one barcode. More work and committed inventory, but it can win the bundle keyword and control the unboxing. Use it when the bundle is proven and worth the commitment.
  • Multipack. Several of the same item as one SKU. The simplest. strong for consumables.
  • Virtual Bundle（虚拟捆绑包）：品牌备案（Brand Registry）工具，可将现有商品链接整合到一个捆绑包页面中。无需新包装、无需新增库存，商品仍单独发货。快速、低风险、可撤销。建议从虚拟捆绑包开始尝试。
  • 实体捆绑包：商品打包成一个单元发货，对应一个SKU和一个条形码。投入更多精力且库存需提前备货，但可抢占捆绑类关键词并掌控拆箱体验。当捆绑包已验证有效且值得投入时再使用该模式。
  • Multipack（多件装）：多件相同商品组成一个SKU。操作最简单，非常适合消耗品类目。

Bundle pricing

捆绑包定价

The bundle must give the buyer a visible reason to choose it over buying the parts separately, while still earning more total margin than a single unit.
  • Price the bundle below the sum of the individual prices. a 5 to 15 percent bundle saving is typical.
  • Confirm the bundle's total contribution margin, after all fees on the bundle, beats the single-unit margin. The point is more margin per order, not just a bigger price.
  • Never bundle so deep that the bundle cannibalizes the single unit at a worse margin.
捆绑包必须让买家有明确的理由选择它而非单独购买单品，同时确保总利润率高于单品订单。
  • 捆绑包定价需低于单品价格总和，通常优惠幅度为5%-15%
  • 确认捆绑包扣除所有费用后的总贡献利润率高于单品利润率。核心目标是提升每单利润率，而非仅仅提高客单价
  • 切勿过度打折，避免捆绑包以更低利润率抢占单品销量

Step by step

操作步骤

  1. Collect inputs. The catalog of related SKUs, their prices and margins, any market-basket or co-purchase data, and whether the brand is Brand Registered.
  2. Find the pairings. Apply the bundle logic. Group SKUs into complete-the-job, use-it-up, or good-better bundles. Reject any grab-bag pairing.
  3. Choose the format. Virtual bundle to start (fast, reversible). physical or multipack when the bundle is proven or the format genuinely wins.
  4. Price each bundle. Set the bundle saving, then confirm the bundle's total contribution margin beats the single unit.
  5. Plan the listing. A bundle needs its own images showing all items together, copy that sells the combined outcome, and bundle keywords ("set", "kit", "bundle").
  6. Run the quality check, then deliver.
  1. 收集信息：相关SKU目录、商品价格及利润率、购物篮或关联购买数据，以及品牌是否已完成Brand Registry备案
  2. 筛选组合：应用捆绑逻辑，将SKU划分为一站式任务型、消耗品多件装或进阶升级型捆绑包，拒绝无逻辑的组合
  3. 选择形式：先从虚拟捆绑包开始（快速、可撤销），当捆绑包验证有效或实体/多件装模式具备明显优势时再切换
  4. 定价设置：确定捆绑优惠幅度，然后确认捆绑包总贡献利润率高于单品
  5. 上架规划：捆绑包需要单独的商品图片（展示所有商品组合）、突出组合价值的文案，以及捆绑类关键词（如“set”、“kit”、“bundle”）
  6. 质量检查，然后交付方案

Output format

输出格式

undefined
undefined

Bundle Plan. [brand]

Bundle Plan. [brand]

Bundle 1

Bundle 1

Items: [SKUs] Logic: [complete-the-job / use-it-up / good-better] Format: [virtual / physical / multipack] Price: [$] (vs [$] bought separately, [X]% saving) Margin check: bundle contribution [$] vs single-unit [$]
Items: [SKUs] Logic: [complete-the-job / use-it-up / good-better] Format: [virtual / physical / multipack] Price: [$] (vs [$] bought separately, [X]% saving) Margin check: bundle contribution [$] vs single-unit [$]

Listing notes

Listing notes

[images, copy angle, bundle keywords]
undefined
[images, copy angle, bundle keywords]
undefined

Worked example

实操示例

A coffee brand with three SKUs: whole-bean coffee, paper filters, a measuring scoop.
Bundle: complete-the-job, all three as a virtual bundle. The customer who buys beans needs filters and a scoop in the same session. Priced at a 10 percent saving versus buying the three separately. Margin check: the bundle's contribution after fees beats the bean-only order, because the filters and scoop carry margin too. Virtual bundle chosen first. no new inventory, reversible, and if it sells well it becomes a physical kit later.
某咖啡品牌拥有三个SKU：全豆咖啡、滤纸、量勺。
捆绑方案：一站式任务型，将三个SKU设为虚拟捆绑包。购买咖啡豆的客户通常会在同一会话中搜索滤纸和量勺。定价为比单独购买三件商品优惠10%。利润率验证：捆绑包扣除费用后的贡献利润率高于仅购买咖啡豆的订单，因为滤纸和量勺也带有利润。优先选择虚拟捆绑包，无需新增库存、可撤销，若销量表现良好可后续转为实体套装。

Quality check

质量检查

  • Every bundle passes the same-session test. the items belong together.
  • No grab-bag bundles of unrelated items.
  • The format is justified. virtual to start unless physical genuinely wins.
  • The bundle price shows a visible saving versus buying the parts separately.
  • The bundle's total contribution margin beats the single-unit margin. confirmed.
  • The bundle has its own images, copy, and keywords planned.
  • 所有捆绑包均通过同会话搜索测试，商品具备关联性
  • 不存在无关商品组成的无逻辑捆绑包
  • 捆绑形式具备合理性：优先选择虚拟捆绑包，除非实体模式确实更具优势
  • 捆绑包定价相对于单独购买单品有明确的优惠幅度
  • 已确认捆绑包总贡献利润率高于单品利润率
  • 已规划捆绑包专属图片、文案及关键词

Common mistakes

常见错误

  • Grab-bag bundles. Pairing unrelated SKUs because they are both slow movers.
  • Bundling at a worse margin. A discount so deep the bundle earns less than a single sale would.
  • Physical first. Committing packaging and inventory before a virtual bundle has proven the demand.
  • No bundle listing. Reusing the single-unit images so the buyer cannot see they get all the items.
  • Cannibalizing the hero SKU. A bundle priced so well it steals single-unit sales at a lower margin.
  • 无逻辑捆绑包：将滞销的无关SKU强行组合
  • 低利润率捆绑：折扣力度过大，导致捆绑包利润率低于单品订单
  • 优先选择实体捆绑包：在虚拟捆绑包验证需求前就投入包装和库存
  • 无专属上架页面：复用单品图片，买家无法看到所有捆绑商品
  • 抢占核心SKU销量：捆绑包定价过于优惠，导致单品销量被抢占且利润率更低

Built by Jay GPT Pro

由Jay GPT Pro开发

Part of Amazon Pro Skills. Production-grade skills for serious Amazon sellers. Free and open. Built by Jay Margaliot.
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属于Amazon Pro Skills系列，为专业亚马逊卖家打造的实用技能工具。免费开源，由Jay Margaliot开发。
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