pricing-strategist by daffy0208/ai-dev-standards
npx skills add https://github.com/daffy0208/ai-dev-standards --skill pricing-strategist设计既能最大化收入又能让客户满意的定价策略。
价值指标 = 你收费的依据(用户数、项目数、API 调用次数等)
好的价值指标:
示例:
Slack: 按活跃用户收费
✅ 随团队规模增长
✅ 易于理解
✅ 与价值一致
Twilio: 按 API 调用次数收费
✅ 随使用量增长
✅ 对用户可预测
✅ 直接的价值关联
Dropbox: 存储空间大小
✅ 指标清晰
✅ 随需求增长
⚠️ 可能被钻空子(压缩)
AWS: 一切(CPU、存储、带宽等)
⚠️ 复杂但精确
⚠️ 成本难以预测
✅ 按使用付费
价值指标决策矩阵:
| 指标 | 与价值一致性 | 简单性 |
|---|
广告位招租
在这里展示您的产品或服务
触达数万 AI 开发者,精准高效
| 可预测性 |
|---|
| 增长潜力 |
|---|
| 按用户 | 高 | 高 | 高 | 中 |
| 按功能 | 中 | 高 | 高 | 低 |
| 按使用量 | 高 | 中 | 低 | 高 |
| 按存储 | 低 | 高 | 中 | 中 |
| 按交易 | 高 | 中 | 中 | 高 |
统一定价:
$99/月 - 无限使用一切
分层定价:
入门版: $29/月 - 5 个用户
专业版: $99/月 - 20 个用户
商业版: $299/月 - 无限用户
按使用量定价:
每次 API 调用 $0.01
前 10,000 次免费
混合定价(两者优点兼备):
基础版: $49/月 + 每个额外用户 $0.50
3 的法则:
层级设计模板:
层级 1 - 入门版 ($29/月):
目标用户: 个人、微型团队、试用者
价值限制: 5 个用户,10 个项目
功能: ✅ 核心功能
✅ 基础支持(邮件)
❌ 高级功能
❌ 集成
❌ 任何定制
层级 2 - 专业版 ($99/月):
目标用户: 中小型团队,主要产品
价值限制: 20 个用户,100 个项目
功能: ✅ 包含入门版所有功能
✅ 高级功能
✅ 集成(Slack 等)
✅ 优先支持
✅ API 访问
❌ 自定义 SLA
❌ SSO
层级 3 - 商业版 ($299/月):
目标用户: 大型团队,关键任务
价值限制: 无限用户,无限项目
功能: ✅ 包含专业版所有功能
✅ 高级安全性(SSO, SAML)
✅ 自定义 SLA
✅ 专属支持
✅ 自定义集成
✅ 培训和入门指导
锚定定价策略:
入门版: $29/月 (切入点)
专业版: $99/月 (3.4 倍 - 你希望大多数人选择的层级) 👈 最佳选择
商业版: $299/月 (3 倍 - 让专业版看起来合理)
大多数客户在以下情况选择中间层级:
良好的功能分布:
入门版层级 (60% 功能):
- 所有核心 CRUD 操作
- 基础报告
- 邮件支持
- 移动应用
目标: 让他们成功使用产品
专业版层级 (85% 功能):
- 包含入门版所有功能
- 高级分析
- 集成(Slack, Zapier 等)
- API 访问
- 优先支持
- 协作功能
目标: 对成长中的团队具有不可抗拒的吸引力
商业版层级 (100% 功能):
- 包含专业版所有功能
- SSO/SAML
- 高级安全性与合规性
- 自定义 SLA
- 专属支持
- 培训和入门指导
- 自定义合同
目标: 为企业买家消除所有顾虑
限制策略:
❌ 不要限制核心价值:如果你的产品主要价值是 X,不要限制 X ✅ 限制高级/强大功能:分析、集成、管理功能
$99/月 > $100/月 (便宜 1%,感觉便宜 20%)
$29/月 > $30/月
❌ 不好:
基础版: $50
高级版: $75 (只贵 50%,但价值没有多 50%?)
✅ 好:
基础版: $50
高级版: $150 (价格是 3 倍,价值是 2 倍 = 划算的交易)
企业版: $500 (让高级版看起来合理)
月度: $99/月 ($1,188/年)
年度: $990/年 (节省 $198 = 17% 折扣)
为什么提供年度选项?:
何时提供:
免费试用:
类型: 14 天免费试用,无需信用卡
适用场景: 产品能快速带来清晰的"顿悟时刻"
优点:
- 每个人都能体验完整产品
- 清晰的转化点
- 没有免费使用者
缺点:
- 注册时有阻力
- 必须快速转化他们
免费增值:
类型: 永久免费层级,但有功能限制
适用场景: 高病毒系数,网络效应
优点:
- 注册时无阻力
- 建立庞大的用户基础
- 口碑传播
缺点:
- 许多用户从不付费
- 基础设施成本高
- 更难货币化
决策矩阵:
测试内容:
如何测试:
// 示例: 测试定价页面
const pricingVariants = {
control: {
starter: 29,
pro: 99,
business: 299
},
test: {
starter: 39,
pro: 129,
business: 349
}
}
// 向 50% 的访问者展示不同的价格
const variant = Math.random() < 0.5 ? 'control' : 'test'
// 追踪哪个转化效果更好
analytics.track('pricing_page_viewed', {
variant: variant,
prices: pricingVariants[variant]
})
需要追踪的指标:
样本量计算器:
需要每个变体约 1,000 名访问者以检测 10% 的变化
需要每个变体约 5,000 名访问者以检测 5% 的变化
提高价格时,保护现有客户:
场景: 将专业版价格从 $99 提高到 $129
选项 1: 永久保护
- 现有客户: 永久保持 $99/月
- 新客户: 支付 $129/月
- 优点: 对留存非常有利
- 缺点: 随着时间的推移折扣越来越大
选项 2: 保护 12 个月
- 现有客户: 保持 $99 一年,然后 $129
- 新客户: 立即支付 $129/月
- 优点: 平衡的方法
- 缺点: 仍需沟通涨价事宜
选项 3: 不保护,小幅涨价
- 所有人: 调整为 $129/月
- 提前 30 天通知
- 提供年度方案以锁定当前价格
- 优点: 最简单
- 缺点: 有一定流失风险
何时提价:
如何沟通:
主题: [产品] 定价更新 - 您的方案即将涨价
您好 [姓名],
好消息: 过去一年我们发布了 [令人印象深刻的功能],包括 [X, Y, Z]。
从 [日期,30 天以上] 开始,我们将更新定价:
- 专业版: $99 → $129/月 (+30%)
- 商业版: $299 → $349/月 (+17%)
您当前的定价:
- 您将在未来 12 个月内保持 $99/月
- 要永久锁定 $99/月,请切换到年度方案:$990/年
我们提价的原因:
- [具体的价值增加]
- [新功能]
- [更好的支持]
有问题?请回复此邮件。
感谢您一直以来的支持,
[创始人姓名]
何时提示升级:
// 达到限制
if (user.projectCount >= user.plan.projectLimit) {
showUpgradePrompt({
message: "您已达到 10 个项目限制",
cta: '升级到专业版以获得 100 个项目',
timing: 'when_blocked'
})
}
// 功能发现
if (user.clickedAdvancedFeature && !user.hasAccess) {
showUpgradePrompt({
message: '此功能在专业版中可用',
cta: '立即升级,仅需 $99/月',
timing: 'moment_of_value'
})
}
// 基于使用量的触发
if (user.daysActive > 30 && user.plan === 'starter') {
showUpgradePrompt({
message: "您是高级用户!解锁更多专业版功能",
cta: '查看专业版功能',
timing: 'established_user'
})
}
升级激励:
基础产品: $99/月
附加组件(按需选择):
- 额外用户: +$10/用户/月
- 高级分析: +$49/月
- 白标: +$99/月
- 优先支持: +$199/月
- API 速率限制提升: +$49/月
示例账单:
专业版方案: $99
+5 个额外用户: $50
+高级分析: $49
总计: $198/月
何时使用附加组件:
价格点: $29-99/月
销售模式: 自助服务
功能: 简单,易于使用
支持: 邮件,文档
决策者: 最终用户或团队负责人
销售周期: 几分钟到几天
价格点: $99-999/月
销售模式: 自助服务 + 轻度接触
功能: 集成,协作
支持: 优先邮件,聊天
决策者: 部门主管
销售周期: 几天到几周
价格点: $1,000+/月 (通常 $10k-100k+)
销售模式: 高接触销售
功能: SSO, 定制, 安全性, SLA
支持: 专属客户经理
决策者: 副总裁, C 级高管, 采购部门
销售周期: 几周到几个月
interface PricingMetrics {
// 收入指标
mrr: number // 月度经常性收入
arr: number // 年度经常性收入
arpu: number // 每用户平均收入
// 转化
trial_to_paid_rate: number // %
free_to_paid_rate: number // % (如果是免费增值)
// 扩展
expansion_mrr: number // 来自现有客户的新收入
contraction_mrr: number // 降级导致的收入损失
net_revenue_retention: number // (扩展 - 收缩) / 起始 MRR
// 效率
cac: number // 客户获取成本
ltv: number // 客户终身价值
ltv_cac_ratio: number // 应 > 3 倍
payback_period_months: number // 应 < 12 个月
// 分布
customers_by_tier: {
starter: number
pro: number
business: number
}
}
优秀的 SaaS 公司:
试用 → 付费: > 15%
MRR 增长: > 10% 月环比(早期阶段)
流失率: < 5% 每月(SMB)或 < 1%(企业)
LTV:CAC: > 3:1
回收期: < 12 个月
净收入留存率: > 100%(扩展覆盖了流失)
年度合同价值:
- SMB: $1k-10k
- 中型市场: $10k-100k
- 企业: $100k+
## 定价页面最佳实践
### 结构
首屏部分:
标题: "随您成长的定价"
副标题: "免费开始,随时升级"
对比表格:
[入门版] [专业版 - 最受欢迎] [商业版]
功能对比行
[CTA 按钮] [CTA 按钮] [CTA 按钮]
常见问题部分:
- 我可以更改方案吗?
- 你们接受哪些付款方式?
- 提供退款吗?
- 我可以随时取消吗?
信任信号:
- 客户评价
- 客户 Logo
- 退款保证
### 心理学技巧
<!-- 突出显示最受欢迎的层级 -->
<div class="pricing-card" data-popular="true">
<div class="badge">最受欢迎</div>
<h3>专业版</h3>
<div class="price">
<span class="amount">$99</span>
<span class="period">/月</span>
</div>
<!-- 更大的按钮,不同的颜色 -->
<button class="cta-primary-large">开始免费试用</button>
</div>
<!-- 显示年度节省 -->
<div class="billing-toggle">
<span>月度</span>
<toggle />
<span>年度 <badge>节省 20%</badge></span>
</div>
<!-- 社会认同 -->
<div class="testimonial">
"升级到专业版后,我们的收入增加了 40%" - Jane Doe, Acme Corp
</div>
## 快速启动清单
### 启动定价(MVP)
* 选择价值指标(按用户、按使用量等)
* 设计 3 个层级(入门版,专业版,商业版)
* 设置锚定价格(层级间 3-4 倍)
* 打包功能(60%,85%,100%)
* 创建简单的定价页面
* 设置计费系统(Stripe)
* 提供 14 天试用
### 优化定价(发布后)
* 追踪各层级的转化率
* 调查客户对定价的看法
* A/B 测试价格点
* 添加年度计费选项(15-20% 折扣)
* 在应用内创建升级提示
* 监控净收入留存率(扩展 vs 流失)
* 每 6-12 个月审查一次定价
## 常见陷阱
❌ **定价过低**:提高比降低更难;未能充分获取价值
❌ **层级过多**:5 个以上层级令人困惑;坚持 3 个
❌ **限制核心功能**:不要将核心价值锁定在最高层级
❌ **价值指标复杂**:用户不应需要计算器来预测账单
❌ **从不提价**:客户预期价格会随时间上涨
❌ **对支持收费**:支持应包含在内,按响应时间区分
## 总结
优秀的定价策略:
* ✅ 与客户价值一致(价值指标)
* ✅ 易于理解(3 个层级,清晰的打包)
* ✅ 留有扩展空间(升级路径,附加组件)
* ✅ 定期优化(实验,数据驱动)
* ✅ 随时间提高(随着价值增加每年提价)
每周安装
67
仓库
[daffy0208/ai-de…tandards](https://github.com/daffy0208/ai-dev-standards "daffy0208/ai-dev-standards")
GitHub 星标
18
首次出现
2026年1月20日
安全审计
[Gen Agent Trust HubPass](/daffy0208/ai-dev-standards/pricing-strategist/security/agent-trust-hub)[SocketPass](/daffy0208/ai-dev-standards/pricing-strategist/security/socket)[SnykPass](/daffy0208/ai-dev-standards/pricing-strategist/security/snyk)
安装于
opencode56
gemini-cli54
codex51
cursor48
claude-code45
github-copilot41
Design pricing strategies that maximize revenue while keeping customers happy.
Value metric = What you charge for (users, projects, API calls, etc.)
Good value metrics :
Examples :
Slack: Per active user
✅ Grows with team size
✅ Easy to understand
✅ Aligns with value
Twilio: Per API call
✅ Grows with usage
✅ Predictable for users
✅ Direct value correlation
Dropbox: Storage size
✅ Clear metric
✅ Grows with needs
⚠️ Can be gamed (compression)
AWS: Everything (CPU, storage, bandwidth, etc.)
⚠️ Complex but accurate
⚠️ Hard to predict costs
✅ Pay for what you use
Value Metric Decision Matrix :
| Metric | Alignment to Value | Simplicity | Predictability | Growth Potential |
|---|---|---|---|---|
| Per User | High | High | High | Medium |
| Per Feature | Medium | High | High | Low |
| Usage-Based | High | Medium | Low | High |
| Storage | Low | High | Medium | Medium |
| Transactions | High | Medium | Medium | High |
Flat Rate :
$99/month - unlimited everything
Tiered Pricing :
Starter: $29/mo - 5 users
Pro: $99/mo - 20 users
Business: $299/mo - Unlimited users
Usage-Based :
$0.01 per API call
First 10,000 free
Hybrid (Best of both):
Base: $49/mo + $0.50 per extra user
The Rule of 3 :
Tier Design Template :
Tier 1 - Starter ($29/mo):
Target: Individuals, tiny teams, trying it out
Value Limit: 5 users, 10 projects
Features: ✅ Core features
✅ Basic support (email)
❌ Advanced features
❌ Integrations
❌ Custom anything
Tier 2 - Professional ($99/mo):
Target: Small-medium teams, main product
Value Limit: 20 users, 100 projects
Features: ✅ Everything in Starter
✅ Advanced features
✅ Integrations (Slack, etc.)
✅ Priority support
✅ API access
❌ Custom SLA
❌ SSO
Tier 3 - Business ($299/mo):
Target: Larger teams, mission-critical
Value Limit: Unlimited users, unlimited projects
Features: ✅ Everything in Professional
✅ Advanced security (SSO, SAML)
✅ Custom SLA
✅ Dedicated support
✅ Custom integrations
✅ Training & onboarding
Anchor Pricing Strategy :
Starter: $29/mo (entry point)
Pro: $99/mo (3.4x - where you want most people) 👈 Sweet spot
Business: $299/mo (3x - makes Pro look reasonable)
Most customers choose the middle tier when:
Good Feature Distribution :
Starter Tier (60% features):
- All core CRUD operations
- Basic reporting
- Email support
- Mobile app
Goal: Get them using the product successfully
Pro Tier (85% features):
- Everything in Starter
- Advanced analytics
- Integrations (Slack, Zapier, etc.)
- API access
- Priority support
- Collaboration features
Goal: Make this irresistible for growing teams
Business Tier (100% features):
- Everything in Pro
- SSO/SAML
- Advanced security & compliance
- Custom SLA
- Dedicated support
- Training & onboarding
- Custom contracts
Goal: Remove all objections for enterprise buyers
Gating Strategy :
❌ Don't gate core value : If your product's main value is X, don't gate X ✅ Gate advanced/power features : Analytics, integrations, admin features
$99/mo > $100/mo (1% cheaper, feels 20% cheaper)
$29/mo > $30/mo
❌ Bad:
Basic: $50
Premium: $75 (only 50% more, but not 50% more value?)
✅ Good:
Basic: $50
Premium: $150 (3x price for 2x value = good deal)
Enterprise: $500 (makes Premium look reasonable)
Monthly: $99/mo ($1,188/year)
Annual: $990/year (Save $198 = 17% discount)
Why offer annual? :
When to offer :
Free Trial :
Type: 14-day free trial, no credit card required
When: Product has clear "aha moment" quickly
Pros:
- Everyone experiences full product
- Clear conversion point
- No freeloaders
Cons:
- Friction at signup
- Have to convert them quickly
Freemium :
Type: Forever free tier with limitations
When: High viral coefficient, network effects
Pros:
- No friction at signup
- Build large user base
- Word of mouth
Cons:
- Many users never pay
- High infrastructure costs
- Harder to monetize
Decision Matrix :
What to test :
How to test :
// Example: Test pricing pages
const pricingVariants = {
control: {
starter: 29,
pro: 99,
business: 299
},
test: {
starter: 39,
pro: 129,
business: 349
}
}
// Show different prices to 50% of visitors
const variant = Math.random() < 0.5 ? 'control' : 'test'
// Track which converts better
analytics.track('pricing_page_viewed', {
variant: variant,
prices: pricingVariants[variant]
})
Metrics to track :
Sample size calculator :
Need ~1,000 visitors per variant to detect 10% change
Need ~5,000 visitors per variant to detect 5% change
When raising prices, grandfather existing customers:
Scenario: Raising Pro from $99 → $129
Option 1: Grandfather forever
- Existing: Stay at $99/mo forever
- New: Pay $129/mo
- Pros: Great for retention
- Cons: Growing discount over time
Option 2: Grandfather for 12 months
- Existing: Stay at $99 for 1 year, then $129
- New: Pay $129/mo immediately
- Pros: Balanced approach
- Cons: Still have to communicate increase
Option 3: No grandfathering, small increase
- Everyone: Goes to $129/mo
- Give 30 days notice
- Offer annual deal to lock in current price
- Pros: Simplest
- Cons: Some churn risk
When to raise prices :
How to communicate :
Subject: [Product] pricing update - your plan is increasing
Hi [Name],
Good news: We've shipped [impressive features] over the last
year, including [X, Y, Z].
Starting [Date, 30+ days away], we're updating our pricing:
- Pro: $99 → $129/mo (+30%)
- Business: $299 → $349/mo (+17%)
Your current pricing:
- You'll stay at $99/mo for the next 12 months
- To lock in $99/mo permanently, switch to annual: $990/year
Why we're increasing prices:
- [Specific value adds]
- [New features]
- [Better support]
Questions? Reply to this email.
Thanks for being with us,
[Founder Name]
When to prompt upgrades :
// Hit limit
if (user.projectCount >= user.plan.projectLimit) {
showUpgradePrompt({
message: "You've hit your 10 project limit",
cta: 'Upgrade to Pro for 100 projects',
timing: 'when_blocked'
})
}
// Feature discovery
if (user.clickedAdvancedFeature && !user.hasAccess) {
showUpgradePrompt({
message: 'This feature is available on Pro',
cta: 'Upgrade now for $99/mo',
timing: 'moment_of_value'
})
}
// Usage-based trigger
if (user.daysActive > 30 && user.plan === 'starter') {
showUpgradePrompt({
message: "You're a power user! Unlock more with Pro",
cta: 'See Pro features',
timing: 'established_user'
})
}
Upgrade Incentives :
Base Product: $99/mo
Add-ons (à la carte):
- Extra users: +$10/user/mo
- Advanced analytics: +$49/mo
- White label: +$99/mo
- Priority support: +$199/mo
- API rate limit increase: +$49/mo
Example Bill:
Pro plan: $99
+5 extra users: $50
+Advanced analytics: $49
Total: $198/mo
When to use add-ons :
Price Point: $29-99/mo
Sales Motion: Self-serve
Features: Simple, easy to use
Support: Email, docs
Decision Maker: End user or team lead
Sales Cycle: Minutes to days
Price Point: $99-999/mo
Sales Motion: Self-serve + light touch
Features: Integrations, collaboration
Support: Priority email, chat
Decision Maker: Department head
Sales Cycle: Days to weeks
Price Point: $1,000+/mo (often $10k-100k+)
Sales Motion: High-touch sales
Features: SSO, custom, security, SLA
Support: Dedicated account manager
Decision Maker: VP, C-level, procurement
Sales Cycle: Weeks to months
interface PricingMetrics {
// Revenue metrics
mrr: number // Monthly Recurring Revenue
arr: number // Annual Recurring Revenue
arpu: number // Average Revenue Per User
// Conversion
trial_to_paid_rate: number // %
free_to_paid_rate: number // % (if freemium)
// Expansion
expansion_mrr: number // New revenue from existing customers
contraction_mrr: number // Lost revenue from downgrades
net_revenue_retention: number // (Expansion - Contraction) / Starting MRR
// Efficiency
cac: number // Customer Acquisition Cost
ltv: number // Lifetime Value
ltv_cac_ratio: number // Should be > 3x
payback_period_months: number // Should be < 12 months
// Distribution
customers_by_tier: {
starter: number
pro: number
business: number
}
}
Good SaaS Company:
Trial → Paid: > 15%
MRR Growth: > 10% month-over-month (early stage)
Churn Rate: < 5% per month (SMB) or < 1% (enterprise)
LTV:CAC: > 3:1
Payback Period: < 12 months
Net Revenue Retention: > 100% (expansion covers churn)
Annual Contract Value:
- SMB: $1k-10k
- Mid-market: $10k-100k
- Enterprise: $100k+
Hero Section:
Headline: "Pricing that grows with you"
Subheadline: "Start free, upgrade anytime"
Comparison Table:
[Starter] [Pro - Most Popular] [Business]
Feature comparison rows
[CTA Button] [CTA Button] [CTA Button]
FAQ Section:
- Can I change plans?
- What payment methods do you accept?
- Do you offer refunds?
- Can I cancel anytime?
Trust Signals:
- Testimonials
- Logos of customers
- Money-back guarantee
<!-- Highlight most popular tier -->
<div class="pricing-card" data-popular="true">
<div class="badge">Most Popular</div>
<h3>Pro</h3>
<div class="price">
<span class="amount">$99</span>
<span class="period">/month</span>
</div>
<!-- Larger button, different color -->
<button class="cta-primary-large">Start Free Trial</button>
</div>
<!-- Show annual savings -->
<div class="billing-toggle">
<span>Monthly</span>
<toggle />
<span>Annual <badge>Save 20%</badge></span>
</div>
<!-- Social proof -->
<div class="testimonial">
"We increased revenue by 40% after upgrading to Pro" - Jane Doe, Acme Corp
</div>
❌ Pricing too low : Harder to raise than lower; leaves money on table ❌ Too many tiers : 5+ tiers is confusing; stick to 3 ❌ Gating core features : Don't lock essential value behind highest tier ❌ Complex value metric : Users shouldn't need calculator to predict their bill ❌ Never raising prices : Customers expect prices to increase over time ❌ Charging for support : Support should be included, vary by response time
Great pricing strategy:
Weekly Installs
67
Repository
GitHub Stars
18
First Seen
Jan 20, 2026
Security Audits
Gen Agent Trust HubPassSocketPassSnykPass
Installed on
opencode56
gemini-cli54
codex51
cursor48
claude-code45
github-copilot41
PRD到实施计划转换工具:使用垂直切片法将产品需求文档分解为分阶段开发计划
4,100 周安装
Datadog自动化监控:通过Rube MCP与Composio实现指标、日志、仪表板管理
69 周安装
Intercom自动化指南:通过Rube MCP与Composio实现客户支持对话管理
69 周安装
二进制初步分析指南:使用ReVa工具快速识别恶意软件与逆向工程
69 周安装
PrivateInvestigator 道德人员查找工具 | 公开数据调查、反向搜索与背景研究
69 周安装
TorchTitan:PyTorch原生分布式大语言模型预训练平台,支持4D并行与H100 GPU加速
69 周安装
screenshot 截图技能:跨平台桌面截图工具,支持macOS/Linux权限管理与多模式捕获
69 周安装