ad-spend-optimizer
Analyze paid advertising performance across channels and recommend budget reallocation to maximize ROAS and minimize CAC. Use when: planning quarterly ad…
Know the metrics that matter at each stage and what investors actually look for. Master the A16Z and YC frameworks for measuring startup progress. Use when: **Fundraising prep** to know which metrics to highlight; **Board meetings** to report on the right KPIs; **Strategic
$ npx -y skills add guia-matthieu/clawfu-skills --skill startup-metrics --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/startup-metricsContext preview
The summary Claude sees to decide when to auto-load this skill.
Know the metrics that matter at each stage and what investors actually look for. Master the A16Z and YC frameworks for measuring startup progress. Use when: **Fundraising prep** to know which metrics to highlight; **Board meetings** to report on the right KPIs; **Strategic
name: startup-metrics description: "Know the metrics that matter at each stage and what investors actually look for. Master the A16Z and YC frameworks for measuring startup progress. Use when: **Fundraising prep** to know which metrics to highlight; **Board meetings** to report on the right KPIs; **Strategic planning** to set goals that matter; **Product decisions** to understand what to optimize; **Diagnosing problems** to find what's broken" license: MIT metadata: author: ClawFu version: 1.0.0 mcp-server: "@clawfu/mcp-skills"
> Know the metrics that matter at each stage and what investors actually look for. Master the A16Z and YC frameworks for measuring startup progress.
| Aspect | Details | |--------|---------| | **Source** | A16Z (Andreessen Horowitz), YC (Y Combinator), SaaS metrics best practices | | **Core Principle** | "Measure what matters. Vanity metrics feel good but don't predict success. Focus on metrics that indicate real product-market fit and sustainable growth." | | **Why This Matters** | Wrong metrics lead to wrong decisions. Right metrics reveal truth about your business—good or bad—before it's too late to course-correct. |
| Claude Does | You Decide | |-------------|------------| | Structures analysis frameworks | Strategic priorities | | Synthesizes market data | Competitive positioning | | Identifies opportunities | Resource allocation | | Creates strategic options | Final strategy selection | | Suggests implementation approaches | Execution decisions |
1. **Identifies key metrics by stage** - What to measure when 2. **Calculates core SaaS metrics** - ARR, MRR, churn, LTV, CAC 3. **Benchmarks performance** - Good vs. great vs. concerning 4. **Diagnoses metric problems** - What poor metrics indicate 5. **Prepares investor-ready dashboards** - What VCs want to see 6. **Prioritizes metric improvement** - What to fix first
I'm a [stage] startup in [industry]. What metrics should I be tracking? What benchmarks should I aim for?
Help me calculate my SaaS metrics: [Provide: MRR, customer count, churn data, acquisition costs]
My metrics: [list metrics] What's concerning? What should I focus on fixing?
## Metrics Framework by Stage ### Pre-Seed (Validation Stage) **Focus:** Is this a real problem worth solving? | Metric | Why It Matters | Good Signal | |--------|---------------|-------------| | Problem interviews | Validate problem exists | 10+ interviews, 70%+ confirm | | Solution interviews | Validate solution fits | 60%+ would use | | LOIs/Waitlist | Real interest signal | Signed commitments | | Engagement (if prototype) | People want to use it | Daily active usage | **Not important yet:** Revenue, CAC, LTV, growth rate --- ### Seed (Product-Market Fit Stage) **Focus:** Do people want this? Will they pay? | Metric | Why It Matters | Good Signal | |--------|---------------|-------------| | **MRR/ARR** | Revenue traction | Any consistent revenue | | **MoM Growth** | Trajectory | 15-20%+ MoM | | **Retention** | PMF indicator | >80% monthly retention | | **NPS** | Customer love | >50 NPS | | **Engagement** | Product usage | DAU/MAU >20% | **Emerging importance:** Early unit economics, CAC/LTV ratio --- ### Series A (Scale Stage) **Focus:** Can this scale? Are unit economics viable? | Metric | Why It Matters | Good Signal | |--------|---------------|-------------| | **ARR** | Revenue scale | $1-2M+ | | **ARR Growth** | YoY trajectory | 3x YoY | | **Net Revenue Retention** | Expansion + churn | >100% (ideally >120%) | | **LTV/CAC** | Unit economics | >3:1 | | **CAC Payback** | Efficiency | <18 months | | **Gross Margin** | Business viability | >70% (SaaS) | --- ### Series B+ (Optimization Stage) **Focus:** Efficiency and path to profitability | Metric | Why It Matters | Good Signal | |--------|---------------|-------------| | **Magic Number** | Sales efficiency | >0.75 | | **Rule of 40** | Growth + profitability | >40% | | **Burn Multiple** | Cash efficiency | <2x | | **Net Dollar Retention** | Account growth | >120% | | **Quick Ratio** | Growth quality | >4 |
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## Metric Calculations ### Revenue Metrics **MRR (Monthly Recurring Revenue):** MRR = Sum of all recurring revenue per month **ARR (Annual Recurring Revenue):** ARR = MRR × 12 **MRR Components:** - New MRR: Revenue from new customers - Expansion MRR: Upgrades and cross-sells - Contraction MRR: Downgrades - Churned MRR: Lost customers **Net New MRR:** Net New MRR = New + Expansion - Contraction - Churned --- ### Growth Metrics **MoM Growth Rate:** Growth = (MRR this month - MRR last month) / MRR last month × 100 **YoY Growth Rate:** YoY = (ARR this year - ARR last year) / ARR last year × 100 **CMGR (Compound Monthly Growth Rate):** CMGR = (Ending MRR / Starting MRR)^(1/months) - 1 --- ### Retention Metrics **Gross Revenue Retention (GRR):** GRR = (MRR - Churned MRR - Contraction MRR) / MRR × 100 Maximum: 100% (doesn't include expansion) **Net Revenue Retention (NRR) / Net Dollar Retention (NDR):** NRR = (MRR + Expansion - Contraction - Churned) / MRR × 100 Can be >100% (good!) **Logo Churn:** Logo Churn = Customers lost / Customers at start of period × 100 **Revenue Churn:** Revenue Churn = Churned MRR / MRR at start of period × 100 --- ### Unit Economics **Customer Acquisition Cost (
175 expert marketing methodologies for AI agents. Free. Open source. MIT licensed. Dunford on positioning. Schwartz on copywriting. Cialdini on persuasion. Ogilvy on advertising. Hormozi on offers. Voss on negotiation.
Repo: guia-matthieu/clawfu-skills
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