Magic Number — Sales & Marketing efficiency in a single figure

2026-04-30 · by Rodion Latipov

Magic Number — Sales & Marketing efficiency in a single figure

Magic Number is a simple way to answer the core SaaS question: "should I hire another sales rep, or is it pointless?"

The formula from Scale Venture Partners:

> Magic Number = (Net New ARR in a quarter × 4) / S&M spend in the quarter

The numerator is the annualized velocity of new ARR (quarter × 4). The denominator is what you put into Sales & Marketing.

If the result is >1 — every $1 of S&M generates >$1 of ARR over a year. You can scale up. If <1 — optimize the funnel before hiring.

Benchmarks

Magic NumberAction
>1.5Very efficient. Hire aggressively — every new sales hire pays off
1.0-1.5Good. Hire gradually
0.75-1.0Marginal. Optimize funnel conversion first
<0.75Bad. Stop hiring. Fix product-market or channel-market fit
<0.5Critical. Skating to where the puck WAS

Worked example

SaaS Series A:

Magic Number = (300 × 4) / 200 = 1200 / 200 = 6.0 → exceptional.

The catch: at numbers like this you're usually under-investing in marketing. If you can scale to $400k S&M and get $500k Net New ARR — that's better.

How it differs from other metrics

MetricWhat it measures
Magic NumberS&M efficiency only (40% of a SaaS budget)
Burn MultipleEfficiency of the WHOLE company (S&M + R&D + G&A)
CAC PaybackHow many months to recover one customer
LTV:CACLong-term return vs acquisition cost
Use Magic Number when:

Use Burn Multiple when:

How to improve Magic Number

Numerator (Net New ARR) — growth

1. Pricing review — every 12 months. The old price is often below current value
2. ICP focus — close your top-3 segments, don't spread across 10
3. Lead-to-trial conversion — landing page A/B tests
4. Trial-to-paid conversion — onboarding flow, email cadence
5. Expansion revenue — counts as Net New ARR

Denominator (S&M) — reduction

1. Channel mix — organic is cheaper than paid. SEO/content/referrals = lower cost per lead
2. Tool consolidation — sometimes 30% of S&M spend
3. Hire timing — don't hire an SDR before you've proven the ICP
4. Outbound vs inbound — outbound costs 3-5× more at scale

Real-world improvement example

B2B SaaS, Series A:

Q1 baseline:

Q2 actions:

When Magic Number is MISLEADING

1. Brand-building investments — top-of-funnel marketing works over 6-12 months, not a quarter
2. Enterprise sales cycles >6 months — Q4 ARR is Q1 marketing spend, the formula is out of sync
3. PLG models — self-serve users show up with a lag after content marketing
4. Free-tier→paid conversions — the long tail can distort the numerator

For PLG / long sales-cycle businesses, a rolling 12-month Magic Number is better.

The link to venture funding

In VC presentations, often:

Bottom line

Magic Number is the first metric an investor calculates on the back of an envelope before investing. Know yours. If <1 — optimize the funnel first, then ask for the round. If >1.5 — hire and scale.

Calculate your Magic Number below — the built-in calculator shows the result + recommendations.

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Further resources

🧮 Calculate it right here:

Open the full version: https://metricstree.vercel.app/magicNumber

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