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TOPIC · COMMERCIAL PERFORMANCE

Unit Economics

Unit economics are board-pack math: defensibly true, executable now, the floor of every valuation conversation.

Lone worker pressure-washes a towering rust-streaked ship hull in a floodlit night dry dock.

WHO THIS IS FOR

The seat at the table this shelf serves.

CFOs preparing for institutional capital, PE diligence teams pressure-testing a target.

FIELD NOTES

91

briefs in this topic, newest at the top

TOPIC

91 briefs in unit economics.

Field notes grouped by the operating constraint they address.

A chart showing the unit economics of hybrid AI pricing models compared
to fixed fee and outcome-based structures.

BRIEF · 6 MIN

How to Price a Generative AI Build: Why One Number Wrecks Your Margin

Quoting one fixed number for a generative AI build means absorbing the client's data debt and uncapped inference costs. Here's the three-layer pricing fix.

Services firm finance and operations leaders reviewing GenAI productivity and utilization impact.

BRIEF · 6 MIN

When AI Makes Your Consultants Faster, Who Keeps the Money?

If your firm sells time and AI cuts the hours, the savings go to the client, not your margin. How services leaders fix the realization leak before scaling GenAI.

Bar chart illustrating consulting project margins broken down by strategy,
implementation, and managed services engagements.

BRIEF · 6 MIN

The 2026 Project Margin Benchmarks for Consulting Engagements

Discover the 2026 project margin benchmarks for consulting firms. Learn why blending strategy and implementation margins is destroying your EBITDA and valuation.

Chart showing the widening gap between delivered hours and invoiced
hours in professional services firms.

BRIEF · 6 MIN

Realization Rate Benchmarks: Why Your 'Invoiced vs. Delivered' Gap Is Killing Your EBITDA

Diagnostic guide for PE sponsors and founders on realization rate benchmarks. Discover why 11% of billable hours are written down and how to bridge the gap between delivered and invoiced time.

Professional services utilization benchmark chart showing role-based
target utilization thresholds.

BRIEF · 6 MIN

Why 85% Utilization Is a Valuation Trap: 2026 Professional Services Benchmarks by Role

Pushing professional services utilization above 85% destroys EBITDA. Justin Leader breaks down 2026 bench utilization benchmarks by role to protect your valuation.

Bar chart comparing gross margins across PLG, Hybrid, and Sales-Led
motions in B2B SaaS.

BRIEF · 6 MIN

The Gross Margin Reality Check: PLG, Hybrid, and Sales-Led Unit Economics

Discover why hybrid and PLG sales motions are dragging down B2B SaaS gross margins, and how to re-architect your COGS to protect your 2026 exit valuation.

Bar chart showing declining acceptable customer concentration percentages
as SaaS companies scale from Seed to Series C.

BRIEF · 6 MIN

The Concentration Cliff: What Your Top-10 Accounts Are Doing to Your SaaS Valuation at Every Stage

The exact top-10 customer ARR concentration a $10M-$50M SaaS company can carry at each stage before buyers apply a 15-20% valuation haircut, and how to fix it.

Bar chart comparing historical $1M ARR-per-AE benchmarks against the
realistic $640k reality in 2026.

BRIEF · 6 MIN

Sales Productivity Per Rep: ARR-per-AE Benchmarks 2026

Discover why the $1M ARR per AE quota is weakening SaaS unit economics in 2026, and learn the new unit economics benchmarks private equity buyers actually trust.

Bar chart comparing SaaS Quick Ratios with net new ARR efficiency overlay.

BRIEF · 6 MIN

SaaS Quick Ratio Benchmarks: Why Healthy Growth Still Needs Efficiency

A 4.0 SaaS Quick Ratio can still hide expensive growth. Learn how to separate expansion ARR, new-logo ARR, contraction, churn, and CAC payback.

Bar chart comparing organic and paid customer acquisition cost payback
periods for B2B SaaS companies.

BRIEF · 6 MIN

Customer Acquisition by Channel: Why Organic ROI is Crushing Paid for B2B SaaS

Discover why relying on paid search in 2026 creates a 42% margin penalty for B2B SaaS, and how to pivot to a high-ROI organic customer acquisition engine.

Bar chart comparing CAC payback periods for SaaS, Services, and Hybrid
business models in 2026.

BRIEF · 6 MIN

SaaS vs. Services vs. Hybrid: What a "14-Month" CAC Payback Is Hiding in 2026

2026 CAC payback benchmarks for SaaS (21.4 mo), services (4.2 mo), and hybrid models — and why one blended number hides a cash trough acquirers will find.

A diagnostic dashboard showing adjusted LTV/CAC ratios after applying
gross margin and fully burdened acquisition costs

BRIEF · 6 MIN

The LTV/CAC Ratio Lie: Traps That Flatter Your Metric and Kill Your Valuation

Discover the hidden traps inflating your LTV/CAC ratio. Learn how PE firms adjust gross margins, fully burden CAC, and apply cohort churn to reveal true SaaS unit economics.

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