Startup Metrics
For unfamiliar placeholders or to check connected tools, see CONNECTORS.md.
Provides core startup metrics framework by business model and stage-specific benchmarks. Delivers metric sets optimized for SaaS, Marketplace, Consumer, and B2B models, with target numbers by funding stage (Pre-seed through Series B).
How It Works
┌─────────────────────────────────────────────────────────────────┐
│ STARTUP METRICS FRAMEWORK │
├─────────────────────────────────────────────────────────────────┤
│ Core Features (Standalone) │
│ ✓ Auto-detect business model (SaaS/Marketplace/Consumer/B2B) │
│ ✓ Model-specific metric sets (North Star + supporting metrics) │
│ ✓ Stage benchmarks by round (Pre-seed ~ Series B) │
│ ✓ Investor-ready metrics dashboard generation │
├─────────────────────────────────────────────────────────────────┤
│ Enhanced Mode (With Connectors) │
│ + ~~analytics: Auto-collect real-time metric data │
│ + ~~spreadsheet: Cohort analysis and trend charts │
│ + ~~knowledge base: Extract benchmarks from past reports │
└─────────────────────────────────────────────────────────────────┘
Getting Started
- Identify business model: "What are the key metrics for our SaaS product?"
- Compare benchmarks: "How do we compare to Pre-seed SaaS benchmarks?"
- Investor reporting: "Create a monthly metrics dashboard for investors"
- Improve metrics: "Which metrics should we focus on to improve NRR?"
Core Metrics by Business Model
1. SaaS (Software as a Service)
North Star Metric
- ARR/MRR (Annual/Monthly Recurring Revenue)
Core Metrics (8)
| Metric |
Definition |
Target |
Calculation |
| MRR Growth |
Monthly recurring revenue growth rate |
10-20%/mo (early) |
(MRR_this_month - MRR_last_month) / MRR_last_month |
| NRR |
Net Revenue Retention |
>100% (strong: >120%) |
(Start ARR + Expansion - Contraction - Churn) / Start ARR |
| CAC |
Customer Acquisition Cost |
< LTV/3 |
Total Marketing+Sales / New Customers |
| LTV |
Lifetime Value |
> CAC × 3 |
ARPA × Gross Margin % / Churn Rate |
| CAC Payback |
Payback period |
< 12mo (strong: < 6mo) |
CAC / (ARPA × Gross Margin %) |
| Burn Multiple |
Burn vs revenue growth |
< 1.5x (strong: < 1.0x) |
Net Burn / Net New ARR |
| Rule of 40 |
Growth + profitability |
> 40% |
ARR Growth % + EBITDA Margin % |
| Magic Number |
S&M efficiency |
> 0.75 (strong: > 1.0) |
Net New ARR / Prior Quarter S&M Spend |
Supporting Metrics
- Quick Ratio: (New MRR + Expansion MRR) / (Contraction MRR + Churn MRR) — Target > 4x
- Gross Margin: Target > 70% (mature SaaS > 80%)
- Churn Rate: <2%/mo (<20%/yr), Logo Churn < Revenue Churn
- Expansion MRR %: Expansion revenue as % of total MRR — Target > 10%
2. Marketplace
North Star Metric
- GMV (Gross Merchandise Value) or Net Revenue
Core Metrics (7)
| Metric |
Definition |
Target |
Calculation |
| GMV Growth |
Total transaction volume growth rate |
15-30%/mo (early) |
(GMV_this_month - GMV_last_month) / GMV_last_month |
| Take Rate |
Commission rate |
10-30% (varies by category) |
Net Revenue / GMV |
| Liquidity |
Supply-demand balance |
> 80% match rate |
Completed Transactions / Total Requests |
| Buyer Retention |
Buyer repeat purchase rate |
>30%/mo, >60%/yr |
Repeat Buyers This Month / Total Buyers |
| Seller Retention |
Seller retention rate |
>70%/mo, >50%/yr |
Active Sellers This Month / Prior Month |
| Repeat Tx % |
Repeat transaction share |
> 40% (mature > 60%) |
Repeat GMV / Total GMV |
| Supply Utilization |
Supply utilization |
> 60% |
Sellers with Transactions / Total Sellers |
Supporting Metrics
- Average Order Value (AOV): Avg amount per transaction
- Frequency: Avg monthly transactions per customer
- Contribution Margin: (Net Revenue - Variable Costs) / Net Revenue — Target > 20%
- Time to Liquidity: Time for new category to reach 80% match rate
3. Consumer / Social
North Star Metric
- DAU (Daily Active Users) or Engagement
Core Metrics (6)
| Metric |
Definition |
Target |
Calculation |
| DAU / MAU |
Daily / Monthly active user ratio |
> 20% (strong: > 50%) |
DAU / MAU |
| L7/L28 |
Weekly/monthly engagement |
> 50% |
Active Last 7 Days / Active Last 28 Days |
| D1/D7/D30 Retention |
Post-signup return rate |
D1 > 40%, D7 > 20%, D30 > 10% |
Day N Active / Day 0 Signups |
| K-factor |
Viral coefficient |
> 1.0 (explosive growth) |
(Invites × Conversion Rate) × Repeat |
| Session Length |
Avg session duration |
Category-dependent |
Total Session Time / Session Count |
| Frequency |
Weekly visit frequency |
> 3x/week (habit formation) |
Total Sessions / Weekly Active Users |
Supporting Metrics
- Activation Rate: % reaching "Aha moment" post-signup — Target > 30%
- Retention Curves: Long-term cohort retention (identify plateau point)
- Resurrection Rate: Reactivated churned user %
- Stickiness: DAU / MAU × 100 (higher = stronger habit)
4. B2B (Enterprise / SMB)
North Star Metric
- ARR (Annual Recurring Revenue) or Bookings
Core Metrics (8)
| Metric |
Definition |
Target |
Calculation |
| Win Rate |
Sales close rate |
20-40% (Ent), 10-20% (SMB) |
Won Deals / Total Opportunities |
| Sales Cycle |
Avg sales duration |
SMB 30-60d, Mid 60-120d, Ent 120-270d |
Avg (Close Date - Opp Create Date) |
| ACV |
Average Contract Value |
Ent >$100K, SMB $10K-50K |
Total Contract Value / Contract Years |
| Pipeline Coverage |
Pipeline coverage ratio |
3-5x quota |
Total Pipeline Value / Quarterly Quota |
| Lead Velocity Rate |
Qualified lead growth |
10-20%/month |
(This Month Leads - Prior Month) / Prior |
| Conversion Rates |
Stage conversion |
Lead→Opp 10-20%, Demo→Prop 30-50% |
Next Stage / Current Stage |
| Customer Concentration |
Customer concentration |
Top 5 < 50% ARR |
Top 5 ARR / Total ARR |
| Expansion ARR |
Existing customer expansion |
> 30% of New ARR |
Upsell + Cross-sell / Total New ARR |
Supporting Metrics
- Sales Productivity: ARR per sales rep — Target > $500K (mature > $1M)
- NPS (Net Promoter Score): Target > 30 (strong: > 50)
- Time to Value: Time from contract to first value — Target < 30 days
- Implementation Time: Onboarding completion timeline
Metrics by Funding Stage
Pre-seed / Seed
Primary Goal: Validate Product-Market Fit
| Stage |
Core Metrics |
Benchmarks |
| Pre-seed |
• Activation Rate• D7/D30 Retention• Qualitative Feedback |
• First value realization > 30%• D7 Retention > 20%• "Would be very disappointed" > 40% |
| Seed |
• MRR/GMV Growth• Unit Economics (CAC/LTV)• Retention Curves |
• 10-15%/mo growth• LTV:CAC > 1:1 (early acceptable)• Flattening curve |
Series A
Primary Goal: Scalable Growth Engine
| Core Metric |
Benchmark |
| MRR/GMV Growth |
8-12%/mo (2.5-3.5x/yr) |
| CAC Payback |
< 18 months |
| LTV:CAC |
> 3:1 |
| NRR (SaaS) |
> 100% |
| Burn Multiple |
< 2.0x |
Series B
Primary Goal: Efficient Growth + Path to Profitability
| Core Metric |
Benchmark |
| ARR/GMV Growth |
5-8%/mo (1.8-2.5x/yr) |
| Rule of 40 |
> 30% (target > 40%) |
| CAC Payback |
< 12 months |
| Gross Margin |
> 70% (SaaS), > 30% (Marketplace) |
| Magic Number |
> 0.75 |
| Burn Multiple |
< 1.5x |
Detailed Benchmarks: See references/benchmarks-by-stage.md
Output Format
Metrics Dashboard (Investor-ready)
# [Company Name] Monthly Metrics Dashboard
**Reporting Period**: [YYYY-MM] | **Business Model**: [SaaS/Marketplace/Consumer/B2B]
## 📊 North Star Metric
- **[ARR/MRR/GMV/DAU]**: $X.XM (+Y% vs prior month)
- **Goal Achievement**: Z% (monthly target $X.XM)
## 🎯 Core Metrics (MoM)
| Metric | Current | Prior Month | Change | Benchmark | Status |
|--------|---------|-------------|--------|-----------|--------|
| MRR Growth | 12% | 10% | +2%p | 10-15% | 🟢 |
| NRR | 108% | 105% | +3%p | >100% | 🟢 |
| CAC Payback | 14mo | 16mo | -2mo | <18mo | 🟡 |
| Burn Multiple | 1.8x | 2.1x | -0.3x | <2.0x | 🟢 |
🟢 = Target met/exceeded | 🟡 = Caution | 🔴 = Needs improvement
## 📈 Cohort Analysis (Retention)
[Monthly cohort table or chart]
## 💡 Insights
- **Positive**: [2-3 key wins]
- **Concerns**: [1-2 areas needing improvement]
- **Next Month Focus**: [Key metrics and targets]
Execution Flow
- Detect Model: Auto-classify as SaaS/Marketplace/Consumer/B2B from description
- Identify Stage: Determine Pre-seed/Seed/Series A/B (explicit or traction-based)
- Select Metrics: Choose 5-8 metrics optimized for model + stage
- Collect Data:
- Basic: User input or file upload
- Enhanced: Auto-collect from ~~analytics tools
- Compare to Benchmarks: Assess current metrics vs stage targets
- Generate Dashboard: Investor-ready format or internal monitoring
- Provide Insights: Prioritized improvements and action recommendations
Metrics-Specific Improvement Strategies
Improve NRR (SaaS)
- Strengthen Expansion: Build upsell/cross-sell motions
- Reduce Churn: Early identify at-risk customers (Health Score)
- Prevent Downsells: Transition from usage-based to feature-based pricing
Improve Liquidity (Marketplace)
- Acquire Supply: Seller onboarding incentives, exclusive inventory
- Activate Demand: Buyer acquisition campaigns, repeat loops
- Optimize Matching: Search/recommendation algorithms, category refinement
Improve Retention (Consumer)
- Strengthen Activation: Shorten time to "Aha moment", optimize onboarding
- Build Habit: Push notifications, email reminders, streak systems
- Enable Network Effects: Social features, viral loops, community
Improve Win Rate (B2B)
- Refine ICP: Focus on highest-win-rate segments
- Enable Sales: Battlecards, demo environments, ROI calculators
- Handle Objections: Standardized responses to common concerns
Connectable Tools
| Tool Category |
Placeholder |
Purpose |
Example Tools |
| Analytics Platform |
~~analytics |
Auto-collect real-time metric data |
Mixpanel, Amplitude, Segment |
| Spreadsheet |
~~spreadsheet |
Cohort analysis, trend charts |
Google Sheets, Excel |
| Knowledge Base |
~~knowledge base |
Extract benchmarks from past reports |
Notion, Confluence |
| BI Tool |
(~~analytics) |
Dashboard visualization |
Looker, Tableau, Metabase |
Related Skills
- financial-modeling — Integrate metrics into financial models
- fundraise-comms — Include metrics in investor updates
- market-sizing — Reverse-engineer metrics for TAM/SAM achievement
- gtm-strategy — Select key metrics by GTM motion
Tips
- Less is More: Focus on 5-8 core metrics. Tracking 30 kills execution
- Stage-specific Focus: Pre-seed emphasizes Retention, Seed emphasizes Unit Economics, Series A+ emphasizes efficiency
- Cohort Analysis Required: Averages mislead. Cohort analysis reveals true trends
- Benchmarks as Reference Only: Vary by industry/region/model. Compare vs your own history first
- Leading vs Lagging: CAC/LTV are lagging; Pipeline Coverage/Lead Velocity are leading
- Investor Perspective: Rule of 40, Burn Multiple, CAC Payback are most VC-watched
- Consistency Matters: Definition of same metric varies by company. Once defined, maintain consistently
1---2name: startup-metrics3description: Provides startup metrics frameworks and stage-specific benchmarks for SaaS, Marketplace, Consumer, and B2B models, including investor-ready dashboard generation.4---56# Startup Metrics78> For unfamiliar placeholders or to check connected tools, see [CONNECTORS.md](../../CONNECTORS.md).910Provides core startup metrics framework by business model and stage-specific benchmarks. Delivers metric sets optimized for SaaS, Marketplace, Consumer, and B2B models, with target numbers by funding stage (Pre-seed through Series B).1112## How It Works1314```15┌─────────────────────────────────────────────────────────────────┐16│ STARTUP METRICS FRAMEWORK │17├─────────────────────────────────────────────────────────────────┤18│ Core Features (Standalone) │19│ ✓ Auto-detect business model (SaaS/Marketplace/Consumer/B2B) │20│ ✓ Model-specific metric sets (North Star + supporting metrics) │21│ ✓ Stage benchmarks by round (Pre-seed ~ Series B) │22│ ✓ Investor-ready metrics dashboard generation │23├─────────────────────────────────────────────────────────────────┤24│ Enhanced Mode (With Connectors) │25│ + ~~analytics: Auto-collect real-time metric data │26│ + ~~spreadsheet: Cohort analysis and trend charts │27│ + ~~knowledge base: Extract benchmarks from past reports │28└─────────────────────────────────────────────────────────────────┘29```3031## Getting Started32331. **Identify business model**: "What are the key metrics for our SaaS product?"342. **Compare benchmarks**: "How do we compare to Pre-seed SaaS benchmarks?"353. **Investor reporting**: "Create a monthly metrics dashboard for investors"364. **Improve metrics**: "Which metrics should we focus on to improve NRR?"3738## Core Metrics by Business Model3940### 1. SaaS (Software as a Service)4142#### North Star Metric43- **ARR/MRR** (Annual/Monthly Recurring Revenue)4445#### Core Metrics (8)46| Metric | Definition | Target | Calculation |47|--------|-----------|--------|-------------|48| **MRR Growth** | Monthly recurring revenue growth rate | 10-20%/mo (early) | (MRR_this_month - MRR_last_month) / MRR_last_month |49| **NRR** | Net Revenue Retention | >100% (strong: >120%) | (Start ARR + Expansion - Contraction - Churn) / Start ARR |50| **CAC** | Customer Acquisition Cost | < LTV/3 | Total Marketing+Sales / New Customers |51| **LTV** | Lifetime Value | > CAC × 3 | ARPA × Gross Margin % / Churn Rate |52| **CAC Payback** | Payback period | < 12mo (strong: < 6mo) | CAC / (ARPA × Gross Margin %) |53| **Burn Multiple** | Burn vs revenue growth | < 1.5x (strong: < 1.0x) | Net Burn / Net New ARR |54| **Rule of 40** | Growth + profitability | > 40% | ARR Growth % + EBITDA Margin % |55| **Magic Number** | S&M efficiency | > 0.75 (strong: > 1.0) | Net New ARR / Prior Quarter S&M Spend |5657#### Supporting Metrics58- **Quick Ratio**: (New MRR + Expansion MRR) / (Contraction MRR + Churn MRR) — Target > 4x59- **Gross Margin**: Target > 70% (mature SaaS > 80%)60- **Churn Rate**: <2%/mo (<20%/yr), Logo Churn < Revenue Churn61- **Expansion MRR %**: Expansion revenue as % of total MRR — Target > 10%6263### 2. Marketplace6465#### North Star Metric66- **GMV** (Gross Merchandise Value) or **Net Revenue**6768#### Core Metrics (7)69| Metric | Definition | Target | Calculation |70|--------|-----------|--------|-------------|71| **GMV Growth** | Total transaction volume growth rate | 15-30%/mo (early) | (GMV_this_month - GMV_last_month) / GMV_last_month |72| **Take Rate** | Commission rate | 10-30% (varies by category) | Net Revenue / GMV |73| **Liquidity** | Supply-demand balance | > 80% match rate | Completed Transactions / Total Requests |74| **Buyer Retention** | Buyer repeat purchase rate | >30%/mo, >60%/yr | Repeat Buyers This Month / Total Buyers |75| **Seller Retention** | Seller retention rate | >70%/mo, >50%/yr | Active Sellers This Month / Prior Month |76| **Repeat Tx %** | Repeat transaction share | > 40% (mature > 60%) | Repeat GMV / Total GMV |77| **Supply Utilization** | Supply utilization | > 60% | Sellers with Transactions / Total Sellers |7879#### Supporting Metrics80- **Average Order Value (AOV)**: Avg amount per transaction81- **Frequency**: Avg monthly transactions per customer82- **Contribution Margin**: (Net Revenue - Variable Costs) / Net Revenue — Target > 20%83- **Time to Liquidity**: Time for new category to reach 80% match rate8485### 3. Consumer / Social8687#### North Star Metric88- **DAU** (Daily Active Users) or **Engagement**8990#### Core Metrics (6)91| Metric | Definition | Target | Calculation |92|--------|-----------|--------|-------------|93| **DAU / MAU** | Daily / Monthly active user ratio | > 20% (strong: > 50%) | DAU / MAU |94| **L7/L28** | Weekly/monthly engagement | > 50% | Active Last 7 Days / Active Last 28 Days |95| **D1/D7/D30 Retention** | Post-signup return rate | D1 > 40%, D7 > 20%, D30 > 10% | Day N Active / Day 0 Signups |96| **K-factor** | Viral coefficient | > 1.0 (explosive growth) | (Invites × Conversion Rate) × Repeat |97| **Session Length** | Avg session duration | Category-dependent | Total Session Time / Session Count |98| **Frequency** | Weekly visit frequency | > 3x/week (habit formation) | Total Sessions / Weekly Active Users |99100#### Supporting Metrics101- **Activation Rate**: % reaching "Aha moment" post-signup — Target > 30%102- **Retention Curves**: Long-term cohort retention (identify plateau point)103- **Resurrection Rate**: Reactivated churned user %104- **Stickiness**: DAU / MAU × 100 (higher = stronger habit)105106### 4. B2B (Enterprise / SMB)107108#### North Star Metric109- **ARR** (Annual Recurring Revenue) or **Bookings**110111#### Core Metrics (8)112| Metric | Definition | Target | Calculation |113|--------|-----------|--------|-------------|114| **Win Rate** | Sales close rate | 20-40% (Ent), 10-20% (SMB) | Won Deals / Total Opportunities |115| **Sales Cycle** | Avg sales duration | SMB 30-60d, Mid 60-120d, Ent 120-270d | Avg (Close Date - Opp Create Date) |116| **ACV** | Average Contract Value | Ent >$100K, SMB $10K-50K | Total Contract Value / Contract Years |117| **Pipeline Coverage** | Pipeline coverage ratio | 3-5x quota | Total Pipeline Value / Quarterly Quota |118| **Lead Velocity Rate** | Qualified lead growth | 10-20%/month | (This Month Leads - Prior Month) / Prior |119| **Conversion Rates** | Stage conversion | Lead→Opp 10-20%, Demo→Prop 30-50% | Next Stage / Current Stage |120| **Customer Concentration** | Customer concentration | Top 5 < 50% ARR | Top 5 ARR / Total ARR |121| **Expansion ARR** | Existing customer expansion | > 30% of New ARR | Upsell + Cross-sell / Total New ARR |122123#### Supporting Metrics124- **Sales Productivity**: ARR per sales rep — Target > $500K (mature > $1M)125- **NPS** (Net Promoter Score): Target > 30 (strong: > 50)126- **Time to Value**: Time from contract to first value — Target < 30 days127- **Implementation Time**: Onboarding completion timeline128129## Metrics by Funding Stage130131### Pre-seed / Seed132**Primary Goal**: Validate Product-Market Fit133134| Stage | Core Metrics | Benchmarks |135|-------|-------------|-----------|136| **Pre-seed** | • Activation Rate<br>• D7/D30 Retention<br>• Qualitative Feedback | • First value realization > 30%<br>• D7 Retention > 20%<br>• "Would be very disappointed" > 40% |137| **Seed** | • MRR/GMV Growth<br>• Unit Economics (CAC/LTV)<br>• Retention Curves | • 10-15%/mo growth<br>• LTV:CAC > 1:1 (early acceptable)<br>• Flattening curve |138139### Series A140**Primary Goal**: Scalable Growth Engine141142| Core Metric | Benchmark |143|-----------|----------|144| MRR/GMV Growth | 8-12%/mo (2.5-3.5x/yr) |145| CAC Payback | < 18 months |146| LTV:CAC | > 3:1 |147| NRR (SaaS) | > 100% |148| Burn Multiple | < 2.0x |149150### Series B151**Primary Goal**: Efficient Growth + Path to Profitability152153| Core Metric | Benchmark |154|-----------|----------|155| ARR/GMV Growth | 5-8%/mo (1.8-2.5x/yr) |156| Rule of 40 | > 30% (target > 40%) |157| CAC Payback | < 12 months |158| Gross Margin | > 70% (SaaS), > 30% (Marketplace) |159| Magic Number | > 0.75 |160| Burn Multiple | < 1.5x |161162**Detailed Benchmarks**: See [references/benchmarks-by-stage.md](references/benchmarks-by-stage.md)163164## Output Format165166### Metrics Dashboard (Investor-ready)167168```markdown169# [Company Name] Monthly Metrics Dashboard170**Reporting Period**: [YYYY-MM] | **Business Model**: [SaaS/Marketplace/Consumer/B2B]171172## 📊 North Star Metric173- **[ARR/MRR/GMV/DAU]**: $X.XM (+Y% vs prior month)174- **Goal Achievement**: Z% (monthly target $X.XM)175176## 🎯 Core Metrics (MoM)177178| Metric | Current | Prior Month | Change | Benchmark | Status |179|--------|---------|-------------|--------|-----------|--------|180| MRR Growth | 12% | 10% | +2%p | 10-15% | 🟢 |181| NRR | 108% | 105% | +3%p | >100% | 🟢 |182| CAC Payback | 14mo | 16mo | -2mo | <18mo | 🟡 |183| Burn Multiple | 1.8x | 2.1x | -0.3x | <2.0x | 🟢 |184185🟢 = Target met/exceeded | 🟡 = Caution | 🔴 = Needs improvement186187## 📈 Cohort Analysis (Retention)188[Monthly cohort table or chart]189190## 💡 Insights191- **Positive**: [2-3 key wins]192- **Concerns**: [1-2 areas needing improvement]193- **Next Month Focus**: [Key metrics and targets]194```195196## Execution Flow1971981. **Detect Model**: Auto-classify as SaaS/Marketplace/Consumer/B2B from description1992. **Identify Stage**: Determine Pre-seed/Seed/Series A/B (explicit or traction-based)2003. **Select Metrics**: Choose 5-8 metrics optimized for model + stage2014. **Collect Data**:202 - Basic: User input or file upload203 - Enhanced: Auto-collect from ~~analytics tools2045. **Compare to Benchmarks**: Assess current metrics vs stage targets2056. **Generate Dashboard**: Investor-ready format or internal monitoring2067. **Provide Insights**: Prioritized improvements and action recommendations207208## Metrics-Specific Improvement Strategies209210### Improve NRR (SaaS)2111. **Strengthen Expansion**: Build upsell/cross-sell motions2122. **Reduce Churn**: Early identify at-risk customers (Health Score)2133. **Prevent Downsells**: Transition from usage-based to feature-based pricing214215### Improve Liquidity (Marketplace)2161. **Acquire Supply**: Seller onboarding incentives, exclusive inventory2172. **Activate Demand**: Buyer acquisition campaigns, repeat loops2183. **Optimize Matching**: Search/recommendation algorithms, category refinement219220### Improve Retention (Consumer)2211. **Strengthen Activation**: Shorten time to "Aha moment", optimize onboarding2222. **Build Habit**: Push notifications, email reminders, streak systems2233. **Enable Network Effects**: Social features, viral loops, community224225### Improve Win Rate (B2B)2261. **Refine ICP**: Focus on highest-win-rate segments2272. **Enable Sales**: Battlecards, demo environments, ROI calculators2283. **Handle Objections**: Standardized responses to common concerns229230## Connectable Tools231232| Tool Category | Placeholder | Purpose | Example Tools |233|---------------|-------------|---------|----------------|234| Analytics Platform | `~~analytics` | Auto-collect real-time metric data | Mixpanel, Amplitude, Segment |235| Spreadsheet | `~~spreadsheet` | Cohort analysis, trend charts | Google Sheets, Excel |236| Knowledge Base | `~~knowledge base` | Extract benchmarks from past reports | Notion, Confluence |237| BI Tool | (~~analytics) | Dashboard visualization | Looker, Tableau, Metabase |238239## Related Skills240241- **financial-modeling** — Integrate metrics into financial models242- **fundraise-comms** — Include metrics in investor updates243- **market-sizing** — Reverse-engineer metrics for TAM/SAM achievement244- **gtm-strategy** — Select key metrics by GTM motion245246## Tips247248- **Less is More**: Focus on 5-8 core metrics. Tracking 30 kills execution249- **Stage-specific Focus**: Pre-seed emphasizes Retention, Seed emphasizes Unit Economics, Series A+ emphasizes efficiency250- **Cohort Analysis Required**: Averages mislead. Cohort analysis reveals true trends251- **Benchmarks as Reference Only**: Vary by industry/region/model. Compare vs your own history first252- **Leading vs Lagging**: CAC/LTV are lagging; Pipeline Coverage/Lead Velocity are leading253- **Investor Perspective**: Rule of 40, Burn Multiple, CAC Payback are most VC-watched254- **Consistency Matters**: Definition of same metric varies by company. Once defined, maintain consistently
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