unit-economicslisted
Install: claude install-skill Ingramradical235/anty-framework
# Unit Economics
## When to Apply
- Evaluating channel profitability
- Before scaling any acquisition channel
- When NDR or gross margin changes
- Quarterly unit economics review
- When the founder proposes increasing spend on a channel
## Core Framework
### CLV vs CAC Per Channel
Track unit economics per channel, not in aggregate:
```
Channel Health Dashboard:
LinkedIn Outreach:
CAC: $45 | CLV: $2,400 | Ratio: 53x | Verdict: EXCELLENT
NDR: 125% | Trend: stable
Paid Ads (Google):
CAC: $180 | CLV: $800 | Ratio: 4.4x | Verdict: ACCEPTABLE
NDR: 95% | Trend: slight shrinkage
Cold Email:
CAC: $320 | CLV: $600 | Ratio: 1.9x | Verdict: DANGER
NDR: 80% | Trend: leaking
-> "Cold email has marginal unit economics.
Propose: pause, reallocate budget to LinkedIn."
```
**Ratio benchmarks:**
- < 1x: Losing money per customer (CRITICAL)
- 1-3x: Marginal, needs improvement
- 3-5x: Acceptable
- 5x+: Healthy, scale candidate
- 10x+: Excellent, aggressive scaling warranted
### NDR (Net Dollar Retention) Monitoring
NDR measures whether existing cohorts grow or shrink over time:
| NDR Range | Status | Action |
|---|---|---|
| >125% | Excellent | Cohorts growing fast. Strong expansion. Scale acquisition. |
| 100-125% | Healthy | Cohorts stable or growing. Normal operation. |
| 90-100% | Warning | Slight shrinkage. Investigate churn and downgrade causes. |
| <90% | Leaky bucket | Cohorts shrinking significantly. Fix retention before acquisition. |