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SaaS Revenue & Growth Metrics

PM reference for revenue + retention metrics — MRR/ARR, ARPU/ARPA, ACV, churn (logo + revenue), NRR, expansion, quick ratio — with cohort analysis and 10 most common pitfalls.

30-60 minutes
By communitySource
#saas-metrics#mrr#arr#churn#nrr#cohort-analysis#retention

Your blended churn is 3% — and your most recent cohort retains 58% at 6 months while older cohorts hit 85%. Blended metrics lie. PMF is eroding right under your dashboard, and you'll only see it when the curve flattens. The cure is cohort analysis, separate logo and revenue churn, and breaking NRR into its actual components.

Who it's for: PMs building metrics dashboards, founders preparing fundraise materials, exec teams diagnosing growth slowdowns, retention leads investigating cohort degradation

Example

"Calculate MRR, churn, NRR for our board deck" → MRR $2M (+10% MoM), Logo churn 2%, Revenue churn 1.5%, NRR 115% (expansion-driven), Quick Ratio 5.0 → Verdict: healthy + scale acquisition. Plus cohort table showing whether newer cohorts retain better

CLAUDE.md Template

New here? 3-minute setup guide → | Already set up? Copy the template below.

# SaaS Revenue & Growth Metrics

Calculate SaaS revenue, retention, and growth metrics: MRR/ARR, ARPU/ARPA, ACV, churn, NRR, expansion, quick ratio. Diagnose momentum, retention problems, and product-market-fit signals.

Not a BI tool. A framework for which metrics matter, how to calculate correctly, and what to do based on numbers.

## Two Metric Families

### Revenue
- **Revenue** — sum of all customer payments. Track growth rate vs. cost growth
- **ARPU** = Revenue / Users. Per-seat monetization. B2C $5-50/mo; B2B $50-500+/mo
- **ARPA** = MRR / Active Accounts. Account-level deal size. SMB $100-1K; Mid $1-10K; Ent $10K+
- **ACV** — annual recurring revenue per contract (excludes setup/services). SMB $5-25K; Mid $25-100K; Ent $100K+
- **MRR/ARR** — track components: new + expansion − churned − contraction. ARR = MRR × 12
- **Gross vs. Net Revenue** — net = gross − discounts − refunds. Refunds >10% red flag

### Retention & Expansion
- **Logo Churn** = Customers Lost / Starting. Monthly: <2% great; >5% crisis. Annual: <10% great; >30% crisis
- **Revenue Churn** = MRR Lost / Starting MRR. Track separately from logo churn
- **NRR** = (Start ARR + Expansion − Churn − Contraction) / Start ARR. >120% excellent; <90% problem
- **Expansion Revenue** — upsells + cross-sells + usage growth. Should be 20-30% of total
- **Quick Ratio** = (New + Expansion MRR) / (Churned + Contraction MRR). >4 excellent; <2 leaky

## Analysis Frameworks

**Revenue Mix** — % by product/segment. No single product >60% ideal.

**Cohort Analysis** — group by join date; recent cohorts should retain ≥ old. Degrading cohorts = PMF eroding.

## Anti-Patterns

- Not profit (high revenue + negative margin = disaster)
- Not vanity (growth from unsustainable discounting)
- Not blended ($10 SMB + $1000 Enterprise averaged = useless)
- Not isolated (churn alone doesn't tell story without cohorts)

## When to Use

**Use:** Business health, PMF evaluation, cohort comparison, board reporting, retention diagnosis, pricing/packaging measurement.
**Don't use:** Profitability eval (use margin), capital efficiency (use LTV:CAC), product investment without cost context.

## Compounding Churn

- 3% monthly ≠ 36% annual
- Formula: `Annual = 1 − (1 − Monthly)^12`
- 3% monthly = 31% annual

## Worked Examples

### Healthy SaaS
- MRR $2M (+10% MoM), ARPA $1.2K, ARPU $120 (100 seats/account)
- Logo churn 2%, Revenue churn 1.5%, NRR 115%
- Expansion 10% of MRR, Quick Ratio 5.0
- **Action:** scale acquisition

### Warning Signs
- MRR $500K (+15% MoM, but...)
- Logo churn 6% (was 4%), Revenue churn 7% 🚨
- NRR 85% (contracting), Quick Ratio 1.2
- Cohort 6mo retention: 75% → 65% → 58% 🚨
- **Action:** STOP scaling. Fix retention first.

### Blended Metrics Hiding Problems
- Blended: 20% MoM growth, 3% churn, 110% NRR (looks great)
- But: Legacy product (67% of revenue) has -5% growth, 8% churn, 75% NRR 🚨
- New product (33%) has 80% growth, 1% churn, 150% NRR ✅
- **Action:** accelerate migration; plan legacy sunset

## Common Pitfalls

1. **Confusing revenue with profit** — growth without margins = scaling losses
2. **ARPU growth from mix shift** — losing small customers ≠ improving monetization
3. **Ignoring cohort degradation** — blended churn hides PMF erosion
4. **Logo vs. revenue churn confusion** — losing big customers = revenue churn > logo
5. **Treating all churn equally** — weight by revenue impact, not count
6. **Forgetting compounding** — 3% × 12 ≠ 36%
7. **Gross revenue celebration while net contracts** — discounts/refunds hide problems
8. **NRR >100% from low churn alone** — true expansion-driven NRR is >120%
9. **Revenue concentration risk** — top customer >10% = vulnerable
10. **Averaging ARPU across segments** — calculate by SMB/Mid/Enterprise

## References

- `saas-economics-efficiency-metrics` — CAC, LTV, margins, burn
- `finance-metrics-quickref` — fast lookup
- `finance-based-pricing-advisor` — pricing change impact
- `business-health-diagnostic` — overall health check

**External:**
- Bessemer, *SaaS Metrics 2.0*
- David Skok (Matrix Partners), *SaaS Metrics*
- Tomasz Tunguz (Redpoint)
- Tien Tzuo, *Subscribed*
- ChartMogul / Baremetrics / ProfitWell definitions
README.md

What This Does

Calculates revenue (MRR/ARR/ARPU/ARPA/ACV) and retention (logo + revenue churn, NRR, expansion, quick ratio) with explicit formulas, benchmarks, and pitfalls. Forces cohort analysis to surface blended-metric blind spots. Includes compounding churn math (3% monthly ≠ 36% annual).

Pairs with saas-economics-efficiency-metrics, finance-metrics-quickref, and finance-based-pricing-advisor.


Quick Start

mkdir -p ~/Documents/SaaSRevenueMetrics
mv ~/Downloads/CLAUDE.md ~/Documents/SaaSRevenueMetrics/
cd ~/Documents/SaaSRevenueMetrics
claude

Provide MRR components (new/expansion/churned/contracted), customer counts by segment, and cohort data. Claude calculates the full metric set, flags concentration risk, and surfaces cohort degradation.


The Two Metric Families

Family Key Metrics
Revenue Revenue, ARPU, ARPA, ACV, MRR/ARR, Gross vs. Net
Retention & Expansion Logo Churn, Revenue Churn, NRR, Expansion, Quick Ratio

Plus Revenue Mix and Cohort Analysis as required diagnostic frameworks.


Tips & Best Practices

  • Track logo churn AND revenue churn. If revenue churn > logo churn, you're losing big customers.
  • Cohort-or-it-didn't-happen. Blended metrics lie when newer cohorts perform differently than old.
  • Break down NRR. Expansion-driven >120% is healthy; >100% from low churn alone is fragile.
  • Use compounding-churn formula. 3% monthly = 31% annual, not 36%.
  • Calculate ARPU/ARPA by segment. Blended averages ($10 SMB + $1000 Enterprise) are useless.

Common Pitfalls

  • Confusing revenue with profit
  • ARPU "growth" from losing small customers
  • Ignoring cohort degradation (PMF eroding silently)
  • Treating monthly churn as 12 × monthly (ignores compounding)
  • Celebrating gross revenue while net contracts via discounting

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