Metrics
Cost of Sales
Cost of sales is the total fully-loaded expense required to acquire a dollar of new revenue, including AE comp, SDR comp, sales management, tools, and allocated overhead, expressed as a percentage of new bookings.
What Cost of Sales Means
Cost of sales is what it actually costs to land a dollar of new revenue once you stop pretending sales is free. It bundles every dollar that touches the closing motion — AE base and commission, SDR comp, sales management, ops headcount, the Outreach and Gong and ZoomInfo bills, allocated rent, allocated benefits — and divides it by new bookings for the same period. Healthy B2B SaaS sits between 25% and 45%. Above 60% and the unit economics are broken. Most CFOs report a sanitized version. The real number is usually 8–12 points higher.
How Cost of Sales Is Calculated
The formula is direct:
Cost of Sales = (Total Sales Expense ÷ New Bookings) × 100
Total Sales Expense includes:
| Bucket | What's In It |
|---|---|
| Headcount | AE, SDR, SE, manager base + variable + benefits + tax |
| Tooling | CRM, sales engagement, intel data, conversation intelligence, e-sign |
| Enablement | Training, onboarding, content, sales certifications |
| Allocated overhead | Office, IT, recruiting cost amortized over expected tenure |
| Marketing-sourced credit | Pipeline-gen spend attributed to closed-won deals (often excluded — that's the trick) |
Different from Customer Acquisition Cost: CAC blends sales and marketing into a per-customer figure. Cost of sales isolates the sales org itself as a percent of revenue.
A Worked Example
A Series B company books $12M in new ARR. Sales expense breaks down as:
| Line | Annual |
|---|---|
| 8 AEs at $280k OTE | $2.24M |
| 12 SDRs at $95k OTE | $1.14M |
| 3 SEs at $230k OTE | $690k |
| VP Sales + 2 managers | $1.05M |
| Sales tools | $480k |
| Allocated G&A | $620k |
| Total | $6.22M |
Cost of sales: $6.22M ÷ $12M = 51.8%. The board deck shows 38% because allocated G&A and SE comp got reclassified into "customer success" and "engineering." The real ratio is in the second quartile of inefficiency. Either AE productivity rises, ramp shortens, or two AEs get cut by Q3.
When Sales Teams Use Cost of Sales
CFOs use cost of sales to decide whether to fund another AE pod or freeze hiring. VPs of Sales watch the number quarterly because anything trending past 50% triggers a comp plan rewrite or a quota increase. Investors price multiples off it — a company at 30% cost of sales gets a fundamentally different valuation than one at 55%, even at identical ARR.
RevOps owns the calculation and the allocation methodology. Recruiters use the inverse (revenue per rep, productivity per dollar of comp) to benchmark candidate quotas during interviews. Individual reps rarely see the number, which is part of why comp plans surprise them when they get cut.
Common Cost of Sales Gaming Patterns
The metric gets manipulated in five predictable ways. First, expense reclassification — pushing SE and CS-adjacent headcount into product or engineering buckets so they don't hit the sales line. Second, bookings inflation — counting multi-year TCV as the denominator instead of first-year ACV, which makes the ratio look 30–40% better. Third, excluding ramp cost — treating new hires as "not yet productive" and removing their comp from the calculation until month seven. Fourth, marketing spend dumping — pushing pipeline-gen costs entirely into marketing's P&L so sales looks lean. Fifth, tool cost burial — categorizing CRM and intel platforms as "IT infrastructure."
The number also says nothing about quality of revenue. A team at 35% cost of sales selling deals that churn at 40% NRR is worse than a team at 50% cost of sales with NRR above 120%. Cost of sales is a snapshot of acquisition efficiency, not durability. Pair it with payback period and Magic Number or the picture lies.
Related terms
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