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Data M01 The Market · Agency Benchmarks

The CL-focused agency, by the numbers.

The GPS operating profile for commercial-lines specialists (CL more than half of revenue) — large, sticky accounts, professional management, and the premium buyer demand that comes with a commercial pure-play book.

This brief captures the 2025 GPS profile for commercial-lines specialists — agencies that have concentrated in commercial risk and built the staffing and producer economics to serve it. The signature is account quality: the largest commercial accounts and highest CL producer productivity in the study. Each figure is a segment benchmark; the companion GPS segment reference compares the geographic and specialization cuts.

§ 01 · ProfitabilityProfitability & cost structure.

A strong 12.25% pre-tax margin on a professional-management cost base — low owner compensation (12.43%) and high producer pay (23.92%), the structure of an agency that competes for commercial talent.

MetricBenchmark
Pre-tax profit margin12.25%
Total expense ratio87.75%
Total compensation (% of revenue)67.55%
Sales (producer) compensation23.92%
Office (service) compensation22.94%
Executive / owner compensation12.43%
Total administrative expenses20.20%

§ 02 · Revenue mixRevenue mix.

A 72.21% commercial concentration with minimal personal-lines distraction (12.10%) and a healthy 1.43% fee share — higher-value advisory relationships.

Line% of revenue
Commercial lines72.21%
Personal lines12.10%
Life0.97%
Health4.87%
Contingent / bonus7.40%
Fees1.43%
Other1.01%
Figure 2.1 — Mix chart GPS Study 2025 · CL-focused segment

Revenue mix, at a glance.

A commercial pure-play. Bar widths are exact percentages of revenue.

Commercial lines Personal lines Life & health Contingent / bonus Fees / other
Reads left to right. The 72% commercial concentration is the segment's defining feature.

§ 03 · Growth & retentionGrowth & retention.

Strong 12% growth with 90% commercial retention — sticky commercial relationships built on advisory value, not price.

MetricBenchmark
Annual revenue growth12%
Commercial-lines retention90%
Personal-lines retention88%
Life & health retention91%

§ 04 · ProductivityProductivity per person.

The largest, most valuable commercial accounts in the study — $1,896 CL commission per account — across a 13.3-person team with a deep 5.7-strong commercial service bench.

MetricBenchmark
Revenue per employee$149,094
CL commission per account$1,896
CL commission per account manager$342,294
Compensation per producer$207,428
Total staff (average)13.3
Producers (average)3.0

§ 05 · Balance sheetBalance-sheet & book quality.

Sound ratios, with the longest working-capital cycle of any segment (107.7 days) — the payment-terms reality of a commercial book.

MetricBenchmark
Trust position ratio2.84
Collection ratio0.95
Current ratio2.33
Days working capital107.7
Average age of receivables26.2 days
Key characteristics of this segment
  • Commercial pure-play. 72.21% CL with minimal PL distraction.
  • Largest, most valuable accounts. $1,896 CL commission per account — the study's highest.
  • Professional cost structure. Low owner comp (12.43%), high producer pay (23.92%).
  • Deep commercial bench. 5.7 CL account managers support the account base.
  • Strong margin. 12.25% pre-tax with a 12% growth rate.
  • Long working-capital cycle. 107.7 days — commercial payment terms.
What it means for M&A

Account quality is the asset.

GPS benchmarks don't value an agency — they're the operating baseline a valuation is built on. A CL-focused book is among the most sought-after profiles in the market: large, advisory-driven accounts that resist commodity competition, deep service infrastructure, and low key-person risk. Demand is broad — national and regional aggregators, larger commercial specialists, and private equity all compete for it, which is what supports premium pricing. The metrics that move the multiple are account size, commercial retention, and producer continuity; the long working-capital cycle is a diligence question, not a flaw.

The companion financial & transactional mechanics reference covers how operating benchmarks translate into a normalized earnings bridge.

Methodology notes

What GPS measures. The Growth & Performance Standards study tracks growth, profitability, and stability across reporting independent agencies, segmented here by line-of-business focus.

Percentages of revenue. Expense, compensation, and revenue-mix lines are percentages of total agency revenue unless a dollar figure is shown.

Benchmarks, not averages-of-extremes. Each figure is the segment's reported standard — the typical agency, not a blend of outliers.

Frequency. The GPS study publishes annually. Milly Books refreshes this brief with each edition.

Compare across segments

The five GPS segments.

Open the segment reference →

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