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The Service Agreement Power Law: Why Your Top 10% of SAs Generate Most of Your Revenue

Sam Young·2026-04-09·10 minute read
The Service Agreement Power Law: Why Your Top 10% of SAs Generate Most of Your Revenue — Level CFO

Not All Service Agreements Are Equal

Most contractors think about their SA book as a portfolio: X number of agreements, Y dollars in annual contract value. Divide Y by X and you get your average ACV. Simple.

But averages hide the truth. Service agreement revenue doesn't distribute evenly. It follows a power law: a small number of large agreements generate a disproportionate share of total SA revenue, while the long tail of small agreements generates a disproportionate share of your cost.

After reviewing the SA economics of hundreds of contractors — in private equity, at BuildOps, and now at Level — this pattern appears in virtually every SA portfolio I audit. And the contractors who understand it make fundamentally different decisions than those who don't.

The Distribution

Across the contractors I've analyzed, the typical SA portfolio looks like this:

Segment% of Agreements% of SA RevenueTypical ACV
Top 10% of agreements10%50–65%$50K–200K+
Next 20% (11th–30th percentile)20%20–30%$15K–50K
Middle 40% (31st–70th percentile)40%10–20%$5K–15K
Bottom 30%30%3–8%Under $5K

One contractor I reviewed had 260 service agreements. The top 25 agreements (10%) generated over 60% of total SA revenue. The bottom 100 agreements (38%) generated less than 5%.

The implications are significant:

1. Your largest agreements are your most valuable assets. Losing one $150K agreement has the same impact as losing fifty $3K agreements. But most contractors don't have a differentiated retention strategy for their top accounts.

2. Your smallest agreements may be unprofitable. A $2,000 annual SA that requires two PM visits, drive time, parts, and admin scheduling may cost $2,500 to deliver. If the pull-through revenue doesn't materialize, you're paying to keep that customer.

3. Portfolio management trumps volume. Adding 50 residential SAs at $1,200 each ($60K total) has less financial impact than upgrading 5 commercial SAs from $30K to $50K each ($100K increase).

The Renewal Rate Gap

The power law applies to attrition too. From the SA data I've reviewed:

  • Average cancellation rate: ~14%
  • But cancellations are concentrated in smaller agreements
  • Top-tier agreements (>$50K ACV) renew at 90%+
  • Bottom-tier agreements (under $5K ACV) churn at 20–30%

This makes sense intuitively: large commercial agreements are usually tied to building management requirements, insurance mandates, or compliance needs. The customer doesn't have a choice — the SA is operationally required. Small residential agreements are discretionary — the homeowner decides each year whether the maintenance plan is "worth it."

The strategic implication: don't treat all cancellations the same. Losing a $3K residential SA is normal attrition. Losing a $150K commercial SA is a crisis that should trigger an executive-level save effort.

SA Revenue Per Employee

One metric that reveals the efficiency of your SA operations: SA revenue per employee.

PercentileSA Revenue per Employee
Bottom 10%$5,900
25th percentile$11,400
Median$28,500
75th percentile$64,100
Top 10%$150,500

Based on 217 contractors with measurable SA books and employee counts.

The spread is massive: $5,900 to $150,500. A contractor with 20 employees at the median generates $570K in SA revenue. At the 75th percentile, that same 20-person team generates $1.28M — more than double.

The difference isn't team size. It's SA pricing, customer mix, and operational efficiency. The contractors at the top have larger average ACVs (concentrated in commercial agreements), tight scheduling (less drive time per visit), and strong pull-through that inflates per-employee revenue.

The Active vs. Expired Problem

One of the most alarming findings in my SA reviews: many contractors have nearly as many expired agreements as active ones.

One contractor's SA portfolio:

  • 105 active agreements (average ACV: $35K)
  • 93 expired agreements (average ACV: $69K)
  • 52 canceled agreements

The expired agreements — which had simply lapsed without renewal — were worth nearly twice as much as the active ones. That's $6.4M in lapsed recurring revenue sitting in the CRM, attached to customers who might renew if anyone asked.

In the same portfolio: 23 agreements were within 90 days of expiration with no renewal workflow in place. At $69K average ACV, that's $1.6M in contracts quietly walking out the door.

The power law makes this worse: if the expired agreements are disproportionately large (which they often are, because larger customers have longer decision cycles and less urgency to renew), the revenue impact of lapsed agreements far exceeds what the count suggests.

How to Manage an SA Portfolio Like an Asset

1. Tier Your Agreements

Create three to four tiers based on ACV:

TierACV RangeRetention Strategy
Platinum>$50KNamed account manager, quarterly business review, proactive renewal 120 days before expiration
Gold$15K–50KAssigned PM, semi-annual review, renewal at 90 days
Silver$5K–15KStandard scheduling, auto-renewal with price escalation, renewal at 60 days
BronzeUnder $5KAuto-renewal, annual price adjustment, low-touch management

Your Platinum accounts get personal attention because losing one is catastrophic. Your Bronze accounts get automated management because the unit economics don't support high-touch service.

2. Track Pull-Through by Tier

Pull-through revenue — the repairs, replacements, and upgrades generated during PM visits — is where the real margin lives. But the pull-through rate varies dramatically by tier.

MetricMedianTop QuartileTop 10%
Pull-through as % of SA revenue10.7%32.8%53%+

Large commercial agreements often generate the most pull-through in absolute dollars (a PM visit that discovers a failing compressor on a commercial HVAC system is a $15K repair opportunity), but small residential agreements can have higher pull-through rates (the PM visit finds a cracked heat exchanger that turns a $200 maintenance call into a $5,000 equipment replacement).

Track pull-through by tier. If your Platinum accounts have 5% pull-through, your techs are doing maintenance — not selling. If your Bronze accounts have 40% pull-through, the agreement might be too cheap and the customer is using it as a discount vehicle for repairs they'd need anyway.

3. Audit Profitability by Agreement (Not in Aggregate)

The median SA margin is 43.8%. But that average hides agreements running at 80%+ margin alongside agreements at -23%. Running a profitability audit at the individual agreement level reveals which accounts to grow, which to reprice, and which to let go.

The audit is straightforward:

  1. Total revenue per agreement (contract value + pull-through)
  2. Total cost per agreement (labor hours × rate, materials, drive time, admin allocation)
  3. Margin per agreement

Sort by margin. The bottom 20% will surprise you. If they're also small (Bronze tier), consider whether the resources they consume would be better deployed on growing your Platinum accounts.

4. Build a Renewal Pipeline

Treat SA renewals like a sales pipeline:

  • 120 days out: Platinum accounts get a renewal call with a business review presentation
  • 90 days out: Gold accounts get a renewal email with updated pricing
  • 60 days out: Silver and Bronze get auto-renewal notices with escalation pricing
  • 30 days out: Any non-renewed agreement gets escalated to the sales or ops manager

The contractor with 23 agreements expiring in 90 days with zero workflow had a pipeline problem, not a retention problem. The customers didn't decide to leave. Nobody asked them to stay.

The Billing Pattern

One more dimension that affects SA cash flow: how you bill. From the data:

Billing Type% of AgreementsAverage ACV
Recurring (monthly/quarterly)65%$13,500
Bill on service completion33%$12,400
One-time payment1%$80,300

Two-thirds of agreements bill on a recurring cadence — the cash flow ideal. Monthly billing creates predictable, steady revenue that matches your service delivery costs.

But a third bill on service completion — meaning cash only comes in when the visit happens. That's fine for scheduling, but it concentrates cash inflow into specific months and creates gaps. If all your SAs are bill-on-completion and you do most PM visits in spring and fall, you have a seasonal cash flow problem built into your billing structure.


The Bottom Line

Service agreement revenue follows a power law. Your top 10% of agreements generate the majority of your SA value. Treat them accordingly: tier your portfolio, differentiate your retention strategy, track profitability at the agreement level, and build a renewal pipeline that starts 120 days before expiration.

The contractors who manage their SA book like an asset — not just a scheduling obligation — generate dramatically more revenue per employee, retain their most valuable accounts, and catch the margin-destroying agreements before they quietly drain cash.

Q: How does Level help with SA portfolio management? A: We build a tiered SA dashboard showing ACV, margin, renewal date, and pull-through rate for every agreement. We flag agreements expiring in the next 90 days, identify negative-margin contracts that need repricing, and calculate your revenue concentration so you can see the power law in your own portfolio. The first audit is free.

Q: Should I drop my unprofitable small agreements? A: Not automatically. First, check whether those agreements generate pull-through revenue that makes them profitable on a fully-loaded basis. A $2K SA that generates $8K in repair revenue is highly profitable — the SA just isn't where the margin shows up. If they're genuinely unprofitable with no pull-through, consider raising the price. The customers who stay at the higher price are profitable. The ones who leave weren't.

About the author

Sam Young

Founder of Level. Former PE investor and investment banker. Built AI-powered accounting products at BuildOps — the largest field management software for commercial contractors — benchmarking financial data across 2,200+ contractors in HVAC, plumbing, electrical, and mechanical trades. Operations analytics work with Astra Service Partners, CIVC Partners (American Refrigeration), and other PE-backed portfolios in the trades. Co-founded Overline, where his team has analyzed over $1B in real estate assets. Stanford MBA.

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