startup-metrics-framework by wshobson/agents
npx skills add https://github.com/wshobson/agents --skill startup-metrics-framework从种子轮到 A 轮,针对不同创业公司商业模式,跟踪、计算和优化关键绩效指标的全面指南。
在正确的阶段跟踪正确的指标。专注于对融资和卓越运营至关重要的单位经济效益、增长效率和现金流管理指标。
MRR(月度经常性收入)
MRR = Σ (有效订阅数 × 月度价格)
ARR(年度经常性收入)
ARR = MRR × 12
增长率
月环比增长率 = (本月 MRR - 上月 MRR) / 上月 MRR
年同比增长率 = (本年 ARR - 上年 ARR) / 上年 ARR
目标基准:
CAC(客户获取成本)
CAC = 销售与市场总支出 / 获取的新客户数
包含:销售薪资、市场支出、工具、间接费用
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LTV = 平均每用户收入 × 毛利率% × (1 / 流失率)
简化版:
LTV = 平均每用户收入 × 平均客户生命周期 × 毛利率%
LTV:CAC 比率
LTV:CAC = LTV / CAC
基准:
CAC 回收期
CAC 回收期 = CAC / (平均每用户收入 × 毛利率%)
基准:
24 个月 = 令人担忧
烧钱率
月度烧钱率 = 月度收入 - 月度支出
负烧钱率 = 亏损(典型的早期阶段)
跑道
跑道(月数)= 现金余额 / 月度烧钱率
目标: 始终保持 12-18 个月的跑道
烧钱倍数
烧钱倍数 = 净烧钱 / 净新增 ARR
基准:
2.0 = 效率低下
数值越低越好(花费更少以产生 ARR)
新增 MRR 新客户数 × 平均每用户收入
扩张 MRR 现有客户的增销和交叉销售
收缩 MRR 现有客户的降级
流失 MRR 流失的客户
净新增 MRR 公式:
净新增 MRR = 新增 MRR + 扩张 MRR - 收缩 MRR - 流失 MRR
客户数留存率
客户数留存率 = (期末客户数 - 新客户数) / 期初客户数
金额留存率(NDR - 净美元留存率)
NDR = (期初 ARR + 扩张 - 收缩 - 流失) / 期初 ARR
基准:
毛留存率
毛留存率 = (期初 ARR - 流失 - 收缩) / 期初 ARR
基准:
90% = 优秀
魔力数字
魔力数字 = 净新增 ARR(季度) / 销售与市场支出(上一季度)
基准:
0.75 = 效率高,可扩展
40法则
40法则 = 收入增长率% + 利润率%
基准:
40% = 优秀
示例: 50% 增长率 + (10%) 利润率 = 40% ✓
速动比率
速动比率 = (新增 MRR + 扩张 MRR) / (流失 MRR + 收缩 MRR)
基准:
4.0 = 健康增长
总交易额:
GMV = Σ (交易价值)
增长率:
GMV 增长率 = (本期 GMV - 上期 GMV) / 上期 GMV
目标: 早期阶段 20%+ 月环比增长
平台费率 = 净收入 / GMV
典型范围:
交易达成时间 从挂牌到销售/匹配需要多长时间?
成交率 导致交易的需求百分比
复购率 进行多次交易的用户百分比
基准:
供需比率: 跟踪供需双方的相对增长。
警示信号:
目标: 平衡增长(理想比例为 1:1,但依模型而异)
DAU(日活跃用户数) 每天活跃的独立用户数
MAU(月活跃用户数) 每月活跃的独立用户数
DAU/MAU 比率
DAU/MAU = DAU / MAU
基准:
50% = 卓越(日常习惯)
会话频率 每个用户每天/每周的平均会话次数
会话时长 每次会话的平均花费时间
第 1 日留存率: 次日返回的用户百分比 第 7 日留存率: 注册后 7 天仍活跃的用户百分比 第 30 日留存率: 注册后 30 天仍活跃的用户百分比
基准(第 30 日):
40% = 优秀
留存曲线形状:
K 因子 = 每个用户的邀请数 × 邀请转化率
示例: 10 个邀请/用户 × 20% 转化率 = 2.0 K 因子
基准:
胜率
胜率 = 赢得的交易数 / 总机会数
目标: 新销售团队 20-30%,成熟团队 30-40%
销售周期长度 从机会到成交的平均天数
越短越好:
平均合同价值
平均合同价值 = 总合同价值 / 合同期限(年)
管线覆盖率
管线覆盖率 = 总管线价值 / 配额
目标: 3-5 倍覆盖率(需要 3-5 倍管线才能达到配额)
各阶段转化率:
重点指标:
无需担心:
重点指标:
开始跟踪:
重点指标:
成熟跟踪:
要求:
工具:
每日:
每周:
每月:
每季度:
错误 1:虚荣指标 不要关注:
关注与价值相关的可操作指标。
错误 2:指标过多 深入跟踪 5-7 个核心指标,而不是松散地跟踪 50 个。
错误 3:忽视单位经济效益 即使在种子轮阶段,CAC 和 LTV 也至关重要。
错误 4:不做细分 按客户细分、渠道、队列来分解指标。
错误 5:操纵指标 为真实的业务成果优化,而不是仪表板上的数字。
种子轮:
A 轮:
B 轮及以上:
仪表板格式:
当前 MRR:$250K (↑ 18% 月环比)
ARR:$3.0M (↑ 280% 年同比增长)
CAC:$1,200 | LTV:$4,800 | LTV:CAC = 4.0x
NDR:112% | 客户数留存率:92%
烧钱率:$180K/月 | 跑道:18 个月
包含:
实施创业公司指标框架:
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Comprehensive guide to tracking, calculating, and optimizing key performance metrics for different startup business models from seed through Series A.
Track the right metrics at the right stage. Focus on unit economics, growth efficiency, and cash management metrics that matter for fundraising and operational excellence.
MRR (Monthly Recurring Revenue)
MRR = Σ (Active Subscriptions × Monthly Price)
ARR (Annual Recurring Revenue)
ARR = MRR × 12
Growth Rate
MoM Growth = (This Month MRR - Last Month MRR) / Last Month MRR
YoY Growth = (This Year ARR - Last Year ARR) / Last Year ARR
Target Benchmarks:
CAC (Customer Acquisition Cost)
CAC = Total S&M Spend / New Customers Acquired
Include: Sales salaries, marketing spend, tools, overhead
LTV (Lifetime Value)
LTV = ARPU × Gross Margin% × (1 / Churn Rate)
Simplified:
LTV = ARPU × Average Customer Lifetime × Gross Margin%
LTV:CAC Ratio
LTV:CAC = LTV / CAC
Benchmarks:
CAC Payback Period
CAC Payback = CAC / (ARPU × Gross Margin%)
Benchmarks:
24 months = Concerning
Burn Rate
Monthly Burn = Monthly Revenue - Monthly Expenses
Negative burn = losing money (typical early-stage)
Runway
Runway (months) = Cash Balance / Monthly Burn Rate
Target: Always maintain 12-18 months runway
Burn Multiple
Burn Multiple = Net Burn / Net New ARR
Benchmarks:
2.0 = Inefficient
Lower is better (spending less to generate ARR)
New MRR New customers × ARPU
Expansion MRR Upsells and cross-sells from existing customers
Contraction MRR Downgrades from existing customers
Churned MRR Lost customers
Net New MRR Formula:
Net New MRR = New MRR + Expansion MRR - Contraction MRR - Churned MRR
Logo Retention
Logo Retention = (Customers End - New Customers) / Customers Start
Dollar Retention (NDR - Net Dollar Retention)
NDR = (ARR Start + Expansion - Contraction - Churn) / ARR Start
Benchmarks:
Gross Retention
Gross Retention = (ARR Start - Churn - Contraction) / ARR Start
Benchmarks:
90% = Excellent
85-90% = Good
< 85% = Concerning
Magic Number
Magic Number = Net New ARR (quarter) / S&M Spend (prior quarter)
Benchmarks:
0.75 = Efficient, ready to scale
0.5-0.75 = Moderate efficiency
< 0.5 = Inefficient, don't scale yet
Rule of 40
Rule of 40 = Revenue Growth Rate% + Profit Margin%
Benchmarks:
40% = Excellent
20-40% = Acceptable
< 20% = Needs improvement
Example: 50% growth + (10%) margin = 40% ✓
Quick Ratio
Quick Ratio = (New MRR + Expansion MRR) / (Churned MRR + Contraction MRR)
Benchmarks:
4.0 = Healthy growth
2.0-4.0 = Moderate
< 2.0 = Churn problem
Total Transaction Volume:
GMV = Σ (Transaction Value)
Growth Rate:
GMV Growth Rate = (Current Period GMV - Prior Period GMV) / Prior Period GMV
Target: 20%+ MoM early-stage
Take Rate = Net Revenue / GMV
Typical Ranges:
Time to Transaction How long from listing to sale/match?
Fill Rate % of requests that result in transaction
Repeat Rate % of users who transact multiple times
Benchmarks:
Supply/Demand Ratio: Track relative growth of supply and demand sides.
Warning Signs:
Goal: Balanced growth (1:1 ratio ideal, but varies by model)
DAU (Daily Active Users) Unique users active each day
MAU (Monthly Active Users) Unique users active each month
DAU/MAU Ratio
DAU/MAU = DAU / MAU
Benchmarks:
50% = Exceptional (daily habit)
20-50% = Good
< 20% = Weak engagement
Session Frequency Average sessions per user per day/week
Session Duration Average time spent per session
Day 1 Retention: % users who return next day Day 7 Retention: % users active 7 days after signup Day 30 Retention: % users active 30 days after signup
Benchmarks (Day 30):
40% = Excellent
25-40% = Good
< 25% = Weak
Retention Curve Shape:
K-Factor = Invites per User × Invite Conversion Rate
Example: 10 invites/user × 20% conversion = 2.0 K-factor
Benchmarks:
Win Rate
Win Rate = Deals Won / Total Opportunities
Target: 20-30% for new sales team, 30-40% mature
Sales Cycle Length Average days from opportunity to close
Shorter is better:
Average Contract Value (ACV)
ACV = Total Contract Value / Contract Length (years)
Pipeline Coverage
Pipeline Coverage = Total Pipeline Value / Quota
Target: 3-5x coverage (3-5x pipeline needed to hit quota)
Conversion Rates by Stage:
Focus Metrics:
Don't worry about:
Focus Metrics:
Start tracking:
Focus Metrics:
Mature tracking:
Requirements:
Tools:
Daily:
Weekly:
Monthly:
Quarterly:
Mistake 1: Vanity Metrics Don't focus on:
Focus on actionable metrics tied to value.
Mistake 2: Too Many Metrics Track 5-7 core metrics intensely, not 50 loosely.
Mistake 3: Ignoring Unit Economics CAC and LTV are critical even at seed stage.
Mistake 4: Not Segmenting Break down metrics by customer segment, channel, cohort.
Mistake 5: Gaming Metrics Optimize for real business outcomes, not dashboard numbers.
Seed Round:
Series A:
Series B+:
Dashboard Format:
Current MRR: $250K (↑ 18% MoM)
ARR: $3.0M (↑ 280% YoY)
CAC: $1,200 | LTV: $4,800 | LTV:CAC = 4.0x
NDR: 112% | Logo Retention: 92%
Burn: $180K/mo | Runway: 18 months
Include:
To implement startup metrics framework:
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