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Introducing the CLEAR Framework: How We Organize Contractor Financial Health

Sam Young·2026-04-13·6 minute read
Introducing the CLEAR Framework — Level CFO

The Problem with a Wall of Metrics

When we launched The Level Index last week, we published 15 benchmarks from 2,200+ contractors. The response was strong — but we kept hearing the same question:

"Great data. Where do I start?"

Fair point. Fifteen metrics is a lot. If your collection rate is low, your margins are thin, and your quote conversion is average — which one do you fix first? How do they relate to each other? Which ones actually move the needle on cash in your bank account?

We needed a framework. Not a dashboard with 47 KPIs that nobody checks after the first week. A simple mental model that a contractor owner or CFO can use to diagnose financial health in five minutes.

CLEAR: Five Pillars of Contractor Financial Health

After reviewing the data from 2,242 contractors and $13.25 billion in job revenue, we organized every metric into five pillars. We call it CLEAR — because that's what your financials should be.

PillarQuestion It AnswersKey Metrics
C — CashIs your cash flowing — or stuck in someone else's bank?Collection Rate, Billing Speed, Billing Capture, Unbilled Work
L — LaborIs your workforce generating returns — or draining them?Bill Rates, Technician Turnover
E — EarningsAre you pricing profitably and keeping what you earn?SA Margins, Job Margins, Cost Variance, Invoice Size
A — AccountsAre you winning new work — and keeping it?Quote Conversion, Pull-Through, Add-On Sales
R — RiskAre you exposed to concentration, churn, or market shifts?Customer Concentration, Permit Trends

Each pillar maps to a set of decisions. Cash is about AR management and billing discipline. Labor is about whether your people generate more than they cost. Earnings is about pricing and cost control. Accounts is about your pipeline and customer retention. Risk is about what could break.

Why These Five — and Not Something Else

We considered a lot of frameworks. Profit/Cost/Cash. The balanced scorecard. Custom acronyms that sounded clever but didn't mean anything.

CLEAR stuck because it passes three tests:

  1. Every metric has a home. All 15 Level Index benchmarks map cleanly to one of the five pillars. No orphans, no forced fits.
  2. The pillars are independent. You can have great Cash and terrible Accounts. You can have strong Earnings and high Risk. Each pillar tells you something the others don't.
  3. It's actionable. When we tell a contractor "your Cash pillar is weak," they immediately know the problem is collections, billing speed, or unbilled work — not margins or pricing. It narrows the conversation.

What Each Pillar Looks Like in Practice

C — Cash

The median contractor has collected 80.8% of what they've billed at any point in time. The top decile sits at 94.8%. That gap — 14 points of revenue — is cash sitting in someone else's bank account.

Cash isn't just about collections. It's about how fast you invoice (median: 7 days post-completion), whether you're capturing all billable hours (median: 97.1%), and whether completed work is actually getting invoiced at all (288,000 jobs in our dataset had logged hours but no invoice was ever sent).

If you fix one pillar first, fix this one. Cash solves a lot of problems.

L — Labor

Your largest cost center. The median contractor bills $79/hr, but rates vary from $63 (bottom 10%) to $148 (top 10%). The question isn't just what you charge — it's whether your loaded labor cost leaves room for profit after burden, overhead, and drive time.

Labor also includes technician turnover. The industry averages 20-25% annual turnover. Every tech who leaves costs $15-25K in recruiting, training, and lost productivity. The contractors who retain talent aren't necessarily paying more — they're utilizing their people better and burning them out less.

E — Earnings

The median service agreement margin is 37.9% — but the spread is enormous. The P10-to-P90 band runs from -30.4% to 70.3%. Some contractors lose money on every SA. Others run 90%+ margins. The difference: pricing discipline, scope control, and cost visibility.

Earnings also covers cost variance (median: -11.7% under budget on labor hours) and invoice size distribution — because a contractor doing $500 service calls has a fundamentally different margin structure than one doing $50K installs.

A — Accounts

Are you winning enough work? The median contractor converts 73.9% of decided quotes. Top quartile hits 83%.

But winning work is only half the story. Are you keeping it? The median pull-through rate is just 8.7% — meaning only 8.7% of maintenance customers generate additional revenue beyond the original agreement. Top performers hit 29.6%+. That's the difference between a maintenance contract that costs you money and one that's a growth engine.

Service agreement renewals, quote follow-up discipline, and cross-selling all live here.

R — Risk

The pillar most contractors ignore until it's too late. Customer concentration is the big one — if your top customer is more than 15-20% of revenue, you have a single point of failure. The median contractor's top customer represents 31.6% of revenue. That's a problem.

Risk also includes market exposure. Building permits dropped 27-48% across every state in 2024. Contractors who saw it coming adjusted their mix toward service and maintenance. Those who didn't are now competing for fewer install jobs at lower margins.

How to Use CLEAR

Step 1: Score yourself. For each pillar, are you above or below median on the key metrics? You don't need exact numbers — directional is enough to start.

Step 2: Pick your weakest pillar. Not your weakest metric — your weakest pillar. If Cash is weak across the board (low collection, slow billing, unbilled work), that's where you focus. Fixing one metric in isolation doesn't move the needle if the whole pillar is broken.

Step 3: Benchmark against the Level Index. Use the free benchmark tool to see exactly where you stand on all 15 metrics, organized by CLEAR pillar. Every finding includes the percentile distribution so you know whether you're P25 or P75 — and what the gap is worth in dollars.

Step 4: Close the gaps. That's what Level does. We connect to your books, score you against CLEAR, and our team of former contractor CFOs and controllers works with you to close the gaps — month by month.

The Bottom Line

Contractor financial health isn't one number. It's not your gross margin or your revenue or your backlog. It's five things working together: Cash flowing, Labor productive, Earnings protected, Accounts growing, Risk managed.

CLEAR gives you the language to talk about all five — and the Level Index gives you the data to measure them.

See your CLEAR scores → Explore the Level Index


Q: Is the CLEAR framework proprietary to Level? A: We developed it, but it's free to use. The framework and all underlying benchmarks are published at levelcfo.com/benchmarks. We want contractors and their advisors using a common language for financial health.

Q: How does CLEAR relate to the Level Index? A: The Level Index is the data. CLEAR is the organizing framework. All 15 Level Index benchmarks map to one of the five CLEAR pillars. When you view the benchmark page, findings are grouped by pillar.

Q: Can I get a CLEAR scorecard for my business? A: Yes. Book a free profitability audit — we connect to your QuickBooks and field service software, score you on all five CLEAR pillars, and show you where the biggest dollar gaps are. Takes 48 hours.

Q: What if I'm strong in some pillars and weak in others? A: That's normal — and that's the point. Most contractors we audit are strong in Earnings (they price well) but weak in Cash (they don't collect fast enough) or Accounts (they don't retain and expand customers). CLEAR helps you see the pattern and prioritize.

Q: Does the CLEAR framework apply to residential contractors? A: Yes. The five pillars are universal. The specific benchmarks skew commercial (our dataset is primarily commercial/industrial), but the diagnostic questions — is your cash flowing, is your labor productive, are you keeping customers — apply to any contractor.

About the author

Sam Young

Founder of Level. Former private equity investor and investment banker. Built AI-powered accounting products while building financial products for 1,000+ commercial contractors — benchmarking financial data across 2,200+ contractors in HVAC, plumbing, electrical, and mechanical trades. Operations analytics work with PE-backed contractor portfolios across the trades. Co-founded a real estate tax optimization firm, where his team has analyzed over $1B in real estate assets. Stanford MBA.

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