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pricing-optimizer

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Chinese

Pricing Optimizer

定价优化工具

Overview

概述

Compare your current pricing against actual costs to calculate true margins per product or service. Identifies underpriced offerings, estimates the revenue impact of price adjustments, and suggests target pricing based on desired margin.
将当前定价与实际成本进行对比，计算每件产品或服务的真实利润率。识别定价偏低的产品/服务，估算价格调整对收入的影响，并根据目标利润率建议定价。

Wilson Tools Used

使用的Wilson工具

  • spending_summary
    — calculate COGS and direct costs per category to determine cost basis
  • transaction_search
    — pull revenue by product or service line, identify transaction volumes and average transaction size
  • spending_summary
    — 按类别计算销货成本（COGS）和直接成本，确定成本基准
  • transaction_search
    — 按产品或服务线提取收入数据，识别交易数量和平均交易规模

Workflow

工作流程

  1. Ask for the analysis period and list of products/services offered (or detect from transaction categories).
  2. Use 
    transaction_search
    to find all revenue transactions, grouped by product/service type.
  3. Calculate: average sale price, total units sold, total revenue per offering.
  4. Use 
    spending_summary
    to identify direct costs associated with each product/service.
  5. Calculate per-offering economics:
PRICING ANALYSIS — [Period]
════════════════════════════════════════════════════════════
Product/Service    Avg Price   Unit Cost   Margin   Volume   Revenue
────────────────────────────────────────────────────────────────────
Web Design Pkg      $3,000      $1,200      60%       8     $24,000
Monthly Retainer    $1,500        $900      40%      12     $18,000
Logo Design           $500        $350      30%      15      $7,500
Rush Projects       $2,000      $1,600      20%       5     $10,000
────────────────────────────────────────────────────────────────────
  1. Flag offerings with margins below 40% as candidates for price increases.
  2. For each underpriced offering, calculate the target price for a desired margin:
    • Target Price = Unit Cost / (1 - Desired Margin)
    • Example: $350 cost, 50% target margin = $350 / 0.50 = $700
  3. Estimate revenue impact of price changes assuming 0-10% volume loss per 10% price increase.
  4. Rank offerings by total profit contribution (margin * volume) to prioritize optimization effort.
  1. 询问分析周期以及提供的产品/服务列表（或从交易类别中识别）。
  2. 使用
    transaction_search
    查找所有收入交易，按产品/服务类型分组。
  3. 计算：平均售价、总销量、每件产品/服务的总收入。
  4. 使用
    spending_summary
    识别与每件产品/服务相关的直接成本。
  5. 计算每件产品/服务的经济数据：
PRICING ANALYSIS — [Period]
════════════════════════════════════════════════════════════
Product/Service    Avg Price   Unit Cost   Margin   Volume   Revenue
────────────────────────────────────────────────────────────────────
Web Design Pkg      $3,000      $1,200      60%       8     $24,000
Monthly Retainer    $1,500        $900      40%      12     $18,000
Logo Design           $500        $350      30%      15      $7,500
Rush Projects       $2,000      $1,600      20%       5     $10,000
────────────────────────────────────────────────────────────────────
  1. 将利润率低于40%的产品/服务标记为涨价候选对象。
  2. 针对每个定价偏低的产品/服务，计算目标利润率对应的目标价格：
    • 目标价格 = 单位成本 / (1 - 目标利润率)
    • 示例：成本350美元，目标利润率50% = 350美元 / 0.50 = 700美元
  3. 假设每提价10%会导致销量损失0-10%，估算价格变动对收入的影响。
  4. 按总利润贡献（利润率 × 销量）对产品/服务排序，优先优化贡献高的对象。

Without Wilson

未使用Wilson的操作流程

  1. Create a spreadsheet with columns: Product/Service, Price Charged, Direct Cost, Units Sold.
  2. Direct Cost includes materials, labor hours * hourly rate, software, and any cost that only exists because of this product.
  3. Unit Margin: 
    =Price-DirectCost
    . Margin %: 
    =UnitMargin/Price*100
    .
  4. Total Profit: 
    =UnitMargin*UnitsSold
    .
  5. Target Price at desired margin: 
    =DirectCost/(1-DesiredMarginPercent)
    .
  6. Revenue Impact estimate: 
    =NewPrice*UnitsSold*0.95
    (assuming 5% volume drop per 10% price increase — adjust based on your price sensitivity).
  7. For services billed hourly, calculate your effective rate: 
    =TotalClientPayments/TotalHoursWorked
    . Compare to market rates on Glassdoor, Upwork, or industry salary surveys.
  8. Use the pricing calculator at priceintelligently.com or profitwell.com/tools for SaaS-specific analysis.
  1. 创建电子表格，包含列：产品/服务、收费价格、直接成本、销量。
  2. 直接成本包括材料、工时×时薪、软件以及任何因该产品/服务产生的专属成本。
  3. 单位利润率：
    =价格-直接成本
    。利润率百分比：
    =单位利润率/价格×100
    。
  4. 总利润：
    =单位利润率×销量
    。
  5. 目标利润率对应的目标价格：
    =直接成本/(1-目标利润率百分比)
    。
  6. 收入影响估算：
    =新价格×销量×0.95
    （假设每提价10%销量下降5% — 可根据价格敏感度调整）。
  7. 对于按小时计费的服务，计算有效费率：
    =客户支付总额/总工作时长
    。与Glassdoor、Upwork或行业薪资调查中的市场费率进行对比。
  8. 使用priceintelligently.com或profitwell.com/tools上的定价计算器进行SaaS专属分析。

Important Notes

重要提示

  • Cost-plus pricing (cost + desired margin) is a floor, not a ceiling. Value-based pricing often supports higher prices than cost-plus suggests.
  • Volume sensitivity varies wildly. Commodity products are price-sensitive; specialized services are not. A 20% price increase on a niche service may lose 0% of clients.
  • Do not optimize purely on margin percentage. A 30% margin on $10,000 deals ($3,000 profit) beats a 60% margin on $500 deals ($300 profit) if volume is similar.
  • Test price increases on new clients first before changing existing client rates.
  • 成本加成定价（成本+目标利润率）是下限而非上限。价值导向定价通常支持比成本加成定价更高的价格。
  • 销量敏感度差异极大。大宗商品对价格敏感；专业服务则不然。针对小众服务提价20%可能不会流失任何客户。
  • 不要单纯按利润率百分比优化。如果销量相近，10,000美元订单的30%利润率（3,000美元利润）要优于500美元订单的60%利润率（300美元利润）。
  • 在更改现有客户费率之前，先在新客户中测试提价效果。