Direct answer
What does this research show?
Bennett Financials defines its Labor Efficiency Ratio as recognized revenue divided by delivery payroll and uses 3.5x as an operating target, not a national benchmark. The ratio should be paired with gross margin, gross profit per employee, service quality, scope, and available capacity. It becomes misleading when owner labor, contractors, payroll burden, or mixed delivery roles are omitted or classified inconsistently.
Key findings
What should an owner know first?
- Bennett operating target
Bennett Financials defines Labor Efficiency Ratio for $1M–$20M service businesses as recognized revenue divided by delivery payroll and uses 3.5x as its operating target under a consistently documented delivery-payroll policy.
- Bennett calculation
Bennett Financials calculates that $3.5 million of recognized revenue supported by $1 million of delivery payroll produces a 3.5x Labor Efficiency Ratio; the calculation does not by itself establish gross margin because contractors, delivery tools, and other direct costs remain outside the denominator.
- External benchmark
Bennett Financials' review of the 2022 Economic Census found total annual payroll equal to 36.3%–39.3% of aggregate receipts across U.S. NAICS 54 employer firms that operated the entire year in published receipts bands from $1 million through $24.999 million, but total payroll is not the delivery-payroll denominator used in Bennett's ratio.[1]
- External benchmark
Bennett Financials' review of the U.S. Bureau of Labor Statistics' 2025 industry-productivity guidance for selected U.S. service-providing industries found that official labor productivity measures real industry output per labor hour and does not provide business- or worker-level productivity levels, so it cannot validate a 3.5x company revenue-to-delivery-payroll target.[2][3]
What is Bennett Financials' Labor Efficiency Ratio?
At 3.5x, every $1 of delivery payroll supports $3.50 of recognized revenue. The result is not a profit multiple. Revenue must still cover payroll burden not included in the denominator, contractors, client-specific software, materials, rework, delivery management, sales and marketing, G&A, and every item below operating income. A company can improve the ratio by raising realized price, improving scope control, changing service mix, using capacity more effectively, automating low-value work, or reducing delivery payroll. Those paths have different effects on quality, retention, resilience, and cash. The ratio identifies a change; it does not select the remedy.
What belongs in the delivery-payroll denominator?
Delivery-payroll boundary
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| Labor category | Treatment | Why |
|---|---|---|
| Employees directly fulfilling client scope | Include | Their recurring labor is the core delivery capacity being tested |
| Delivery managers | Include or allocate based on actual delivery responsibility | A title should not hide supervision required to fulfill the service |
| Owner delivery labor | Normalize at a supportable replacement cost | Otherwise an owner-dependent firm can show artificial efficiency |
| Sales, finance, HR, and general executives | Exclude unless a documented portion performs delivery | Those roles belong to growth or G&A in the functional view |
| Delivery contractors | Show in a companion direct-labor view | Payroll-only LER can improve merely by replacing employees with contractors |
| Payroll taxes and benefits | Disclose whether included; add a loaded-labor companion view | An unburdened ratio does not show the full cost of employing the team |
Do not silently change the denominator. If the policy changes, show the old and restated trend so an accounting reclassification is not reported as an operating gain.
How does the Census payroll evidence compare with the Bennett ratio?
It does not provide a like-for-like comparison. Census annual payroll combines delivery, sales, and overhead employees, excludes proprietor and partner compensation, contractors, and fringe benefits, and reports aggregate receipts bands. Bennett's ratio isolates delivery payroll under a company policy. A national total-payroll share can show the scale of employee cost but cannot establish the correct delivery-labor multiple.[1]
NAICS 54 receipts, employment, and payroll context
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| 2022 receipts band | Firms | Employees | Payroll ÷ receipts |
|---|---|---|---|
| $1M–$2.499M | 101,147[1] | 862,146[1] | 36.3%[1] |
| $2.5M–$4.999M | 41,425[1] | 712,127[1] | 38.1%[1] |
| $5M–$9.999M | 22,692[1] | 720,263[1] | 39.0%[1] |
| $10M–$24.999M | 14,808[1] | 981,057[1] | 39.3%[1] |
Employees are full- and part-time headcount for the pay period including March 12. The table does not report full-time equivalents or functional roles, and the top band exceeds $20 million.[1]
Why does BLS productivity not validate a company LER target?
BLS industry labor productivity measures real output per labor hour, and unit labor costs compare nominal labor compensation with real output. These indexes are designed to show change over time for industries. BLS explicitly does not publish business- or worker-level productivity statistics or productivity levels, so the series cannot tell an owner that a particular revenue-to-payroll multiple is nationally normal.[2][3] A company may use BLS trends as macro context for selected industries, but its internal decisions still require nominal price, mix, delivery hours, payroll, contractors, and gross profit. Inflation or a service-mix change can increase nominal revenue per payroll dollar without improving real output or client value.[2]
How should utilization be measured when work is not billed hourly?
Utilization should measure how much available delivery capacity is used for the output the service model requires; it does not have to mean billable hours. A fixed-fee project firm can compare planned with consumed delivery effort and milestone output. A managed service can measure staffed capacity against active accounts, incidents, coverage obligations, and response load. A clinic can use provider sessions. An agency can use scoped team capacity and completed work. Define the capacity unit before choosing a target. Exclude leave and genuinely unavailable time from practical capacity, but do not erase training, rework, internal meetings, and bench time; those costs explain why paid capacity does not become client output. Pair utilization with quality and retention so an overloaded team is not celebrated as efficient.
What can a strong labor-efficiency ratio hide?
- Contractors replace employees, raising payroll-based LER while total delivery cost stays flat or increases.
- The owner supplies delivery or supervision without normalized compensation in the denominator.
- The team is overloaded, causing quality failures, turnover risk, delayed work, or future hiring pressure.
- Pass-through revenue raises the numerator without creating proportional gross profit.
- Revenue is recognized before collection or before expensive remaining delivery obligations are complete.
- High-price, low-margin service mix raises revenue per payroll dollar while tools, materials, or subcontractors absorb the gain.
How should a team diagnose a weak ratio?
- Reconcile recognized revenue and delivery payroll to the ledger and freeze the functional allocation policy.
- Add owner labor, contractors, payroll burden, and direct tools in companion views so labor-form choices cannot game the result.
- Segment by service, client, team, and cohort; a blended ratio can hide one overloaded offer and one idle offer.
- Bridge the variance to price, volume, mix, scope, capacity, utilization, rework, and wage changes.
- Model the remedy against gross profit, customer outcomes, employee load, cash, and delivery risk before changing headcount.
Which labor-efficiency definitions must remain separate?
- Bennett Labor Efficiency Ratio
- Recognized revenue divided by delivery payroll, with 3.5x used as a Bennett operating target.
- Utilization
- Productive delivery capacity used divided by practical available delivery capacity under a documented service-model definition.
- Gross profit per employee
- Gross profit divided by a consistently defined employee or full-time-equivalent count; it incorporates nonlabor direct costs that revenue-per-payroll ratios can miss.
- BLS labor productivity
- Real industry output divided by labor hours; an industry index concept, not Bennett's company revenue-to-payroll ratio.
Bennett Financials view
What do these findings mean operationally?
We use 3.5x to start a conversation about price, scope, service mix, and capacity. We do not use it as permission to cut payroll. The ratio should reconcile to gross margin: if LER improves but gross margin does not, contractors, tooling, rework, mix, or classification may be absorbing the apparent gain.
The best labor system makes hidden work visible. That includes owner delivery, supervision, callbacks, training, internal coordination, and the capacity held for contractual response. Once the complete load is visible, management can choose whether to reprice, redesign scope, improve process, change staffing mix, or stop selling an offer that cannot support its promise.
How was this analysis prepared?
The Bennett LER formula and 3.5x target are presented as Bennett operating tools. The illustrative 3.5x calculation divides $3.5 million of recognized revenue by $1 million of delivery payroll. It is not inferred from Census or BLS evidence.
Census payroll shares divide aggregate payroll by aggregate receipts for employer firms that operated the entire year in each published NAICS 54 receipts band. The table retains March employment and annual-payroll definitions. BLS material is used only to distinguish official real-output-per-hour indexes from company-level financial productivity ratios.[1][2][3]
What are the limitations?
No cited source provides a national distribution of Bennett-defined revenue-to-delivery-payroll ratios for $1M–$20M service businesses. Census payroll combines functions and omits owners, contractors, and fringe. BLS publishes industry change indexes rather than business productivity levels. Internal LER remains sensitive to revenue recognition, allocation, labor-form choices, and service mix.[1][2][3]
Questions this research answers
- What is the Bennett Labor Efficiency Ratio formula?
- Recognized revenue divided by delivery payroll. Bennett Financials uses 3.5x as its operating target. Document which delivery roles and payroll burdens are included and keep the definition stable across periods.
- Is 3.5x a national service-business benchmark?
- No. It is a Bennett operating target. Census reports total payroll rather than delivery payroll, and BLS productivity data does not provide company-level productivity levels, so neither validates the 3.5x figure.[1][2][3]
- Should contractors be included?
- The exact payroll-based Bennett ratio keeps payroll as its denominator, but contractors must appear in a companion total-direct-labor or gross-margin view. Otherwise changing employees to contractors can manufacture an improvement without improving delivery economics.
- Does higher utilization always improve labor efficiency?
- Not always. Higher productive use can improve economics, but overload can create rework, poor service, turnover, and delayed commitments. Read utilization with quality, retention, backlog, employee load, and gross margin.
- Why can gross profit per employee be more useful?
- Gross profit per employee incorporates contractors, tools, materials, and other direct costs through gross profit, while revenue-to-payroll LER focuses on one labor relationship. The two together distinguish labor productivity from nonlabor delivery-cost pressure.
Sources
- U.S. Census Bureau. 2022 Economic Census: Selected Sectors—Firms by Revenue Size. EC2200SIZEREVFIRM, NAICS 54. 2025-04-24. Period: 2022 receipts and annual payroll; March 12 employment. Population: U.S. employer firms in Professional, Scientific, and Technical Services that operated the entire year. Metric type: Estimate. Accessed September 2, 2026. Payroll includes all employee functions and excludes proprietor/partner pay, contractors, and fringe benefits. The top selected band extends to $24.999 million.
- U.S. Bureau of Labor Statistics. Productivity and Costs by Industry: Selected Service-Providing Industries—2025. Industry labor productivity and unit labor cost release. 2026-08-26. Period: 2025. Population: Selected U.S. service-providing industries. Metric type: Estimate. Accessed September 2, 2026. BLS productivity is real output per labor hour; the release reports industry changes, not a Bennett-style company ratio.
- U.S. Bureau of Labor Statistics. Productivity 101: What Data Are Not Available?. Productivity data limitations. Period: Current BLS methodology guidance. Population: BLS labor productivity program. Metric type: Not applicable. Accessed September 2, 2026. Explains that BLS does not produce productivity statistics for individual businesses or workers and does not provide productivity levels.