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The metric mistake killing most startups... Are you one of them?

Vanity numbers feel good... until they bankrupt you. Inside: the formulas and benchmarks that actually keep you alive.

(Total read time: 4 minutes)

The Metrics That Actually Matter (and the Ones That Kill Startups)

Startups don’t die from lack of ambition….They die from chasing the wrong scoreboard.

Founders love to brag about vanity metrics: downloads, signups, impressions, followers. But none of those keep the lights on. The graveyard of startups is filled with companies that “looked big” while quietly bleeding out on the numbers that actually matter.

If you want to survive long enough to scale, you need to know which metrics drive the business forward and which ones send you straight into the wall.

🚫 The Vanity Metrics That Kill Startups

  • App downloads → meaningless if users churn in a week

  • Page views or impressions → irrelevant if nobody converts

  • Top-line revenue → looks good but hides unprofitability

  • Social followers → audience ≠ paying customers

The Metrics That Actually Matter (How to Measure + Benchmarks)

1. CAC (Customer Acquisition Cost)

How much does it cost you to acquire one paying customer?
 Formula: CAC = Total Sales + Marketing Spend ÷ New Customers Acquired

👉 Example: Spend $10,000 to get 100 new customers = $100 CAC.

Benchmark: For SaaS, CAC should typically be < 1/3 of LTV.

2. LTV (Customer Lifetime Value)

How much revenue does a customer generate over their relationship with you?
 Formula: LTV = Average Revenue per Customer × Gross Margin × Average Lifespan

👉 Example: $100/mo × 70% margin × 20 months = $1,400.

Benchmark: Aim for LTV:CAC ratio of 3:1. Less = unprofitable. More = not investing enough in growth.

3. Retention / Churn

How well are you keeping customers after they sign up?
  Formulas:

  • Churn = Customers Lost ÷ Customers at Start

  • Retention = Customers End ÷ Customers Start

👉 Example: Start with 200, lose 20 → 10% churn, 90% retention.

Benchmark:

  • SaaS → Monthly churn <5% (best-in-class <2%)

  • Consumer apps → Annual retention >30–40% is solid

4. Payback Period

How long until you earn back your CAC?
 Formula: Payback = CAC ÷ Gross Margin per Customer per Month

👉 Example: CAC = $300. Margin = $70/mo. Payback = ~4.3 months.

Benchmark:

  • SaaS → <12 months is healthy

  • Enterprise SaaS → Often acceptable at 12–18 months

5. Runway

How much time do you have before running out of cash?
 Formula: Runway = Cash on Hand ÷ Monthly Net Burn

👉 Example: $120k in bank ÷ $20k burn = 6 months runway.

Benchmark: Always maintain 12–18 months runway to weather shifts or fundraising cycles.

📈 Secondary Metrics (As You Scale)

  • Net Revenue Retention (NRR):
    Expansion + renewals – churn.
     Benchmark: >100% is good. 120%+ = top-tier SaaS.

  • Gross Margins:
    Revenue – COGS ÷ Revenue.
     Benchmark:

    • SaaS → 70–85%

    • Marketplaces → 30–50%

  • Sales Efficiency (Magic Number):
    Revenue growth from sales ÷ Sales & Marketing spend.
     Benchmark: A “magic number” of >1 means efficient sales spend. 0.5–1 = needs improvement.

⚡ The Result

When you measure the right metrics and know the benchmarks, you gain a survival advantage.

You’ll know if you can afford that next hire, whether you’re scaling profitably, and exactly how much oxygen your startup has left.

Final Thought:

Metrics aren’t just numbers. They’re your survival map.

The right ones keep you alive. The wrong ones get you killed.

So ask yourself: are you chasing the scoreboard that matters, or the one that flatters?

👋 Got an idea you’re building and want a PMF gut check?

I’ll give you my honest take — no fluff, no pitch.

Let’s make sure you’re building the right thing, for the right market, in the right way.

– Patrick

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