mcpField
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product-selection

product-selection

github.com/vivy-yi营销与增长508324 次安装40 周前更新
代码仓库

关于 product-selection

面向小红书电商经营者的选品技能,按需求、竞争、利润和供应链评估候选商品,帮助规划库存、直播商品组合与内容推荐。

主要功能

  1. 01市场需求与趋势评估
  2. 02竞品数量和差异化分析
  3. 03成本、毛利与盈亏计算
  4. 04供应商审核及样品测试
  5. 05候选商品评分与排序

适用场景

  1. 01为小红书店铺确定首批商品
  2. 02筛选直播带货商品组合
  3. 03评估商品利润和供应商可靠性

安装

复制下面的命令,在终端中运行。

$npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill product-selection

安装后在 Claude Code 中输入/product-selection确认已加载。

详细介绍

商品选品(商品选品)

概述

商品选品是一个数据驱动的过程,旨在识别并选择有利可图、适合市场的产品,使其符合受众需求、拥有足够的需求量,并具备可行的利润空间,从而助力小红书电商取得成功。

适用场景

适用于:

  • 在小红书开展电商业务,需要准备初始商品库存
  • 规划直播商品阵容
  • 创作产品评测或推荐内容
  • 扩充现有商品目录
  • 调研所在细分领域的热门产品
  • 评估潜在产品的盈利能力
  • 销量下滑,需要更新商品组合

不适用于:

  • 已有经验证且销量良好的商品阵容
  • 仅为付费广告挑选产品(请使用专用广告定向工具)
  • 未先验证供应商可靠性便开展代发货

核心模式

之前(凭猜测判断哪些产品会畅销):

❌ "This product looks cool, I think my audience will like it"
❌ "Everyone's selling this, I should too"
❌ "Low price means high sales, right?"
❌ "I'll just copy competitors' products"

之后(数据驱动选品):

✅ "Search volume for 'skincare for oily skin' up 300%, low competition"
✅ "Product cost ¥15, market price ¥59-89, 50-80% margin viable"
✅ "Supplier has 95% positive rating, can ship within 48h"
✅ "My audience (women 22-28) matches this product's target demographic perfectly"
✅ "10 competitors selling this, but only 2 focus on budget-friendly positioning"

4 项选品框架:

  1. 市场需求 - 搜索量、热门程度、受众需求
  2. 竞争分析 - 卖家数量、市场饱和度、差异化潜力
  3. 盈利能力 - 成本与定价、利润率计算、盈亏平衡分析
  4. 供应链 - 供应商可靠性、发货速度、质量稳定性

快速参考

选品因素检查内容良好基准分析工具
需求搜索量、趋势每月搜索量 1000+小红书搜索、千瓜
竞争卖家数量直接竞争对手少于 20 个手动搜索、千瓜
价格差成本与市场价格有 3-5 倍加价空间1688、市场调研
利润率扣除所有成本后的利润毛利率高于 40%Excel 计算器
供应商评分可靠性评分好评率高于 95%1688 评价、样品订单

实施

步骤 1:定义选品标准

在调研产品之前,先确立选品标准:

受众匹配度:

Primary audience: Women 22-28, urban professionals
Price sensitivity: Mid-range (¥50-200 acceptable)
Quality expectations: Premium, not cheapest option
Pain points: Time-poor, stress-prone, seeking convenience

业务目标:

Target margin: Minimum 50% gross margin
Price point: ¥50-200 per product
Order volume: Handle 10-50 orders/day initially
Inventory capacity: Can invest ¥5,000-10,000 in initial stock
Shipping: Must ship within 48 hours

风险项(自动淘汰):

  • 利润率低于 30% 的产品
  • 好评率低于 90% 的供应商
  • 需要冷链运输或特殊储存的产品
  • 受法律限制的产品(医疗器械、假冒商品)
  • 与品牌定位不一致的产品
步骤 2:市场需求调研

小红书搜索分析:

  1. 在小红书搜索细分领域关键词
  2. 查看“相关搜索”,了解需求指标
  3. 分析互动量最高的 20 篇笔记:
    • 互动率高(10%+)= 需求已得到验证
    • 互动率低(低于 5%)= 市场需求疲软或已饱和
  4. 记录热门内容中的产品价格区间

搜索量指标:

High Demand Signals:
- Keyword appears in "热门搜索" (trending searches)
- 100+ new posts/day using keyword
- Top posts have 10,000+ views
- Multiple accounts successfully selling related products

Low Demand Signals:
- <10 new posts/day using keyword
- Top posts have <1,000 views
- No product tags or shopping links in posts

千瓜数据需求分析:

  1. 前往:行业分析 → 商品趋势
  2. 搜索品类关键词
  3. 查看:
    • 搜索量趋势(上升还是下降?)
    • 季节性规律
    • 人群分布(是否符合你的受众?)
  4. 导出数据到 Excel 进行分析

趋势识别:

Rising Trends (prioritize):
- Search volume growing >50% month-over-month
- Sudden spike in social media mentions
- New product category gaining traction
- Seasonal demand approaching (e.g., summer skincare)

Declining Trends (avoid):
- Search volume falling >30% month-over-month
- Product category saturated with sellers
- Negative sentiment increasing in reviews
步骤 3:竞争分析

统计直接竞争对手:

Method 1: Xiaohongshu Search
- Search product name/keywords
- Filter by "商品" (products) tag
- Count unique accounts selling in last 30 days
- Note: <10 = low competition, 10-50 = moderate, >50 = saturated

Method 2: Manual Market Scan
- Search top 10 related hashtags
- Identify accounts with shopping links
- Categorize by size (micro, mid, macro influencers)
- Note their positioning and pricing

竞争优势分析:

For each top 5 competitor, analyze:
1. Product positioning (luxury, budget, professional)
2. Price range (are they competing on price or quality?)
3. Content style (educational, inspirational, promotional)
4. Engagement rate (highly engaged = loyal audience)
5. Follower count (direct size comparison)

Identify Gaps:
- "All competitors focus on premium pricing → budget positioning opportunity"
- "No competitor creates video reviews → video content differentiation"
- "Competitors ignore specific use case → niche opportunity"

市场饱和度评估:

Green Light (Low Competition):
- <10 direct competitors
- Clear differentiation opportunity
- Growing demand, limited supply
- Example: "Skincare for oily skin" niche

Yellow Light (Moderate Competition):
- 10-50 direct competitors
- Some differentiation possible
- Stable demand, moderate supply
- Need clear unique value proposition

Red Light (High Saturation):
- >50 direct competitors
- Commoditized product, hard to differentiate
- Declining or stagnant demand
- Only enter with significant advantage (price, supply, audience)
步骤 4:盈利能力分析

计算总成本:

Product Cost Breakdown:
- Purchase cost from supplier: ¥15
- Shipping to warehouse: ¥2
- Packaging materials: ¥1
- Platform commission (5-10%): ¥5 (based on ¥89 selling price)
- Marketing cost (optional): ¥10 (content creation, ads)
- Returns allowance (5%): ¥4.45

Total Cost: ¥15 + ¥2 + ¥1 + ¥5 + ¥10 + ¥4.45 = ¥37.45

计算利润率:

Selling Price: ¥89
Total Cost: ¥37.45

Gross Profit: ¥89 - ¥37.45 = ¥51.55
Gross Margin: 51.55 ÷ 89 = 57.9%

Break-Even Analysis:
- Fixed costs (equipment, software): ¥2,000
- Variable cost per unit: ¥37.45
- Break-even quantity: 2,000 ÷ (89 - 37.45) = 39 units

盈利能力基准:

Excellent: >60% gross margin
Good: 40-60% gross margin
Acceptable: 30-40% gross margin
Poor: <30% gross margin (avoid or negotiate better pricing)

Minimum Viable Margin: 40%
(Allows room for marketing, discounts, errors)

定价定位策略:

Budget Positioning:
- Sell at 2-3x cost
- Focus on value for money
- Target price-sensitive audience
- Higher volume, lower margin

Premium Positioning:
- Sell at 5-8x cost
- Focus on quality, exclusivity
- Target affluent audience
- Lower volume, higher margin

Mid-Range Positioning (recommended for most):
- Sell at 3-5x cost
- Balance quality and affordability
- Target mass market
- Moderate volume, moderate margin
步骤 5:评估供应商

寻找供应商:

Primary Channels:
1. 1688.com (Alibaba wholesale)
   - Largest supplier base
   - Price competitive
   - Verify supplier rating carefully

2. Pinduoduo (for retail testing)
   - Buy small quantities for testing
   - Higher cost, low risk
   - Validate product before bulk ordering

3. Brand Direct Partnerships
   - Contact brands for distributor pricing
   - Exclusive products possible
   - Requires established audience

4. Local Wholesale Markets
   - Physical inspection possible
   - Build relationship face-to-face
   - Limited to local inventory

供应商审核清单:

Must-Have Criteria:
✅ Supplier rating >95% positive
✅ Response time <12 hours
✅ Ships within 48 hours of order
✅ Accepts sample orders
✅ Clear product photos and descriptions
✅ Minimum order quantity (MOQ) manageable for you

Nice-to-Have Criteria:
⭐ Offers branded packaging
⭐ Provides marketing materials
⭐ Has dropshipping option
⭐ Offers exclusive pricing tiers
⭐ Responsive to custom requests

样品订单测试:

Before committing to bulk:
1. Order sample (1-5 units)
2. Test product quality personally
3. Check packaging and presentation
4. Verify shipping speed
5. Test product for content creation (photography, video)
6. Calculate actual costs vs quoted

Sample Evaluation:
- Quality meets expectations? ✓
- Packaging photo-ready? ✓
- Can create good content with it? ✓
- Shipping as promised? ✓
- All costs accurate? ✓

If any ✗, negotiate improvements or find alternative supplier.
步骤 6:最终选品矩阵

为排名靠前的 5-10 个候选产品创建评分矩阵:

Product A: Budget Skincare Set
├─ Market Demand: 8/10 (high search volume, trending)
├─ Competition: 6/10 (moderate, but differentiation possible)
├─ Profitability: 9/10 (65% margin, good price point)
├─ Supply Chain: 7/10 (reliable supplier, 48h shipping)
└─ Audience Fit: 9/10 (perfect match for 25-30 professional women)
   TOTAL: 39/40 → ⭐⭐⭐ TOP CHOICE

Product B: Premium Beauty Device
├─ Market Demand: 7/10 (steady demand)
├─ Competition: 4/10 (high competition, hard to differentiate)
├─ Profitability: 10/10 (80% margin)
├─ Supply Chain: 5/10 (supplier reliability concerns)
└─ Audience Fit: 6/10 (expensive for some followers)
   TOTAL: 32/40 → ⭐⭐ SECOND CHOICE

[Continue for all candidates...]

选品决策:

Tier 1 (Immediate Selection): 38-40 points
- Launch immediately, prioritize in content

Tier 2 (Test First): 34-37 points
- Order samples, create test content
- Monitor performance before full commitment

Tier 3 (Monitor): <34 points
- Keep on radar, reassess quarterly
- Don't invest inventory or marketing yet
步骤 7:采购与上新规划

首批订单策略:

First Order (Test Phase):
- Order 10-20 units per top product
- Enough to test content and initial sales
- Low risk if product doesn't sell

Second Order (Scale Phase):
- Reorder 50-100 units of proven sellers
- Negotiate better pricing with volume
- Invest in professional content creation

Third Order (Optimize Phase):
- 100+ units per month
- Bulk pricing, improved margins
- Expand content and marketing

内容发布计划:

Week 1: Educational Content
- 3 posts explaining product benefits
- Focus on pain points and solutions
- No direct selling, just value

Week 2: Social Proof
- Share personal experience with product
- Before/after results if applicable
- Build trust through authenticity

Week 3: Sales Push
- Product review with purchase link
- Limited-time discount for urgency
- Clear call-to-action

Week 4: Retargeting
- Address common questions/objections
- Share customer testimonials if available
- Remind about discount ending

常见错误

错误发生原因解决方法
根据个人偏好选择产品简单,感觉合适始终先用市场需求数据验证
忽视竞争分析想相信产品独一无二投入库存前先研究竞争对手
只关注低成本认为便宜 = 销量高在成本、质量和利润率之间取得平衡
忘记平台佣金侵蚀利润率计算所有成本,包括 5-10% 的平台费用
批量下单前不测试样品想尽快上线始终先订购样品,测试质量和内容适配度
高估需求乐观偏差使用客观数据(搜索量、趋势),而不是直觉
低估竞争调研不够充分手动搜索 + Qiangua,全面了解情况
忽视受众匹配度追逐趋势产品必须解决受众的具体问题
没有明确的红线想把所有情况都纳入考虑提前定义淘汰标准,并严格遵守
依赖单一产品找到爆款后就不再寻找丰富产品组合,降低风险
不跟踪产品表现忙于运营监控每款产品的销量、利润率和退货率
选择过于宽泛的产品想吸引大众小众产品往往胜过通用产品

实际影响

案例研究:护肤产品选择

  • 之前:根据热度选择了 10 款产品,3 款售出(成功率为 30%),平均利润率为 40%
  • 之后:采用数据驱动框架,选择了 5 款需求高、竞争低的产品,4 款售出(成功率为 80%),平均利润率为 55%
  • 结果:成功率提高 2.7 倍,利润率提高 37.5%,库存浪费减少

数据支持的见解:

  • 月搜索量 >1000 的产品,销量是冷门产品的 3 倍
  • 竞争较低的细分市场(<20 个卖家)成功率高出 2 倍
  • 利润率达到 50%+ 的产品能够承受营销成本和错误带来的损失;低于 30% 的产品往往会亏损
  • 供应商评分 >95% 可减少 60% 的退货和缺陷
  • 与受众匹配的产品,比热门但不匹配的产品表现好 70%

相关技能

必需:使用 account-positioning(确保产品与账号定位一致) 必需:使用 user-persona-analysis(选择受众真正想要的产品)

建议用于深入分析:

  • seeding-content-creation - 创作有吸引力的产品内容
  • conversion-optimization - 最大限度提高购买转化率
  • competitor-analysis - 研究竞争对手的产品策略
  • data-analytics - 跟踪产品表现指标

在以下技能之前使用 product-selection:

  • seeding-content-creation(先选择产品,再创作内容)
  • livestream-sales(为直播选品)
  • store-operations(将产品添加到店铺库存)

相关电商技能:

  • store-operations(管理库存和订单)
  • customer-service(处理产品咨询和问题)
  • conversion-optimization(优化产品页面以促进销售)

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