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For B2B SaaS Founders, Finance Leads & Fractional CFOs

Customer Profitability Analysis
That Finds What Your P&L Hides

Your customers are destroying profit — and you don't know which ones. Margin Levers finds the profit drag, surfaces the recommended move, and delivers the action kit — all in one place.

Analyze your customers free with CSV or sample data. Upgrade when you’re ready to act.

A cumulative profit curve ranks customers by profitability to reveal which create value and which destroy it. Based on Activity-Based Costing research from Harvard Business School.

What your P&L isn't telling you

20%
Typical Profit Drag benchmark
10x
Example top-to-bottom spread
$1M+
WP Engine case-study losses found
147
Unprofitable customers in that example

Profit Drag = margin destroyed by customers who cost more to serve than they pay.

Benchmarks and examples are drawn from Activity-Based Costing research and the WP Engine Profit Curve case study. See the methodology references.

The real blocker

Revenue is visible. Cost-to-serve is scattered.

Stripe shows what each customer pays. Support, onboarding, cloud usage, and implementation effort show what they cost. The hard part is joining those signals fast enough to make a renewal or pricing decision.

1. Start

Upload revenue

Begin with Stripe, CSV, or sample data even if customer costs are incomplete.

2. Estimate

Build cost-to-serve

Use delivery-model assumptions and cost methods to turn rough signals into a usable cost column.

3. Decide

Act on named accounts

See which customers to reprice, restructure, protect, or release with the math attached.

Cost confidence

Start with revenue alone. Costs follow.

Upload what you have. Margin Levers estimates costs from your SaaS model—gross margin, tier, implementation effort—then flags where precision matters and where it doesn’t.

Revenue-only start

Use known customer revenue first, then layer in costs.

SaaS cost methods

Estimate by gross margin, usage tier, implementation effort, or manual overrides.

Validation flags

Spot zero-cost rows, suspicious outliers, and accounts that need review.

Action confidence

Focus on customers whose reprice/restructure/release call stays stable.

What You're Replacing

Same methodology the consultants use. Fraction of the time and cost. See detailed comparison

Feature
Spreadsheets
$50K+ Consulting
BI Dashboards
Margin Levers
Time to insight2–4 weeks4–6 weeksOngoing setup5 minutes
Cost40+ hrs of your time$50,000+$500–2,000/mo$249/mo
Profit drag analysisNot includedIncludedNot includedIncluded
Named action listsNot includedIncludedNot includedIncluded
AI action plansNot includedNot includedNot includedIncluded
Ongoing monitoringNot includedNot includedIncludedIncluded
Self-serveIncludedNot includedIncludedIncluded

Spreadsheets

2–4 weeks · 40+ hrs of your time

No profitability analysis or action plans

$50K+ Consulting

4–6 weeks · $50,000+

One-time snapshot, no self-serve

BI Dashboards

Ongoing setup · $500–2,000/mo

Shows revenue, not profitability

Margin Levers

5 minutes · $249/mo

Profitability analysis + AI action plans + named lists

Real results

The $340K Discovery

How a $5M ARR vertical SaaS exposed what their P&L was hiding

  • Top 23 customers generated 67% of all profit
  • 3 of their "top 10 revenue" accounts were profit-negative
  • $340,000/year destroyed by 147 customers
  • P&L showed 32% GPM. Reality: 24% effective

"We thought we knew our margins. We were off by $340K."

Illustrative example based on the Jason Cohen methodology — used at WP Engine to find $1M in hidden losses

Actions taken

Repriced12 customers (+18%)
Exited8 customers
Restructured3 customers

$251K

annual improvement recovered

Profit Drag: $340K → $89K

Your P&L says you're fine. Are you sure?

Secure enough for your most sensitive numbers.

AES-256 encrypted
All data at rest and in transit
Customer-name masking
Names never sent to AI models
No saved analysis
Unless you explicitly choose to
U.S. only data residency
No cross-border data transfer

Full security details

Stop Guessing. Start Seeing.

Upload your customer data and see which customers to reprice, restructure, or release. Results in 5 minutes, before your next renewal or pricing decision.

Get My ResultsView Pricing

Product

  • Pricing
  • Open Source Program
  • Methodology
  • Integrations
  • Blog
  • Help & Support
  • Changelog
  • vs. DIY AI
  • Pricing
  • Open Source Program
  • Methodology
  • Integrations
  • Blog
  • Help & Support
  • Changelog
  • vs. DIY AI

Free Tools

  • Analyze Your Customers Free
  • Profit Drag Calculator
  • Cost Calculator
  • Profit Drag Checklist
  • Email Templates
  • Board Template
  • Profit Drag ROI Calculator
  • Industry Benchmarks
  • SaaS Unit Economics
  • Churn Impact Calculator
  • Gross Margin Quiz
  • Analyze Your Customers Free
  • Profit Drag Calculator
  • Cost Calculator
  • Profit Drag Checklist
  • Email Templates
  • Board Template
  • Profit Drag ROI Calculator
  • Industry Benchmarks
  • SaaS Unit Economics
  • Churn Impact Calculator
  • Gross Margin Quiz

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* Profit Curve methodology pioneered by Jason Cohen at WP Engine. Learn more →

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