Demographic Analysis Service Break-Even: $656K Monthly Revenue

Fixed costs $13.1K/mo Core overhead base

Contribution margin 70.5% After variable costs

Break-even revenue $18.6K/mo Revenue floor

Break-even timing Month 6 Launch ramp point

Break-even calculator

Test monthly revenue against variable expenses and fixed monthly costs to see where break-even lands.

Lean Base Full

Monthly revenue Revenue drives the margin that has to cover fixed costs. $ Lower revenue Higher revenue Variable expenses These are direct costs like data, cloud, commissions, and subcontractors that move with sales. $ Lower cost Higher cost

Money available to cover fixed costs $61,335 $87,000 revenue - $25,665 variable expenses

Margin ratio

70%

Covers fixed costs

$10,098 short

Fixed monthly costs This is the monthly overhead the business has to cover before profit starts. $ Lower fixed Higher fixed

Break-even chart Revenue Total costs

Which expenses are fixed and which move with sales for this demographic research firm?

Cost classification

Break-even is reliable only if each expense follows its real behavior. Here, fixed monthly overhead sets the floor, while revenue-linked data fees, cloud use, commissions, and subcontractors reduce contribution margin.

Expense	Cost	Break-Even Treatment	Common Mistake
Office Rent and Utilities	Fixed	Include $6,500 per month from Month 1 through Month 60 as baseline overhead.	Treating rent as if it rises with each new research project.
GIS and BI Software Subscriptions	Fixed	Include $2,200 per month as recurring platform overhead in the break-even floor.	Allocating the full subscription only to active client work.
Analyst Payroll	Semi-fixed	Model staffing in steps as capacity grows, including Senior Market Analyst and Junior Data Analyst FTE increases.	Using a flat percent of revenue instead of planned headcount.
Annual Marketing Budget	Semi-fixed	Treat as planned spend that rises from $45,000 in the first year to $140,000 in the mature year.	Counting the full budget as direct acquisition spend per closed deal.
Commercial Data Licensing Fees	Variable	Apply as revenue-linked expense, starting at 12.0% in the first year and falling to 9.0% by the mature year.	Forgetting the source model prices data licenses as revenue percentages.
Cloud Computing and API Usage	Variable	Apply as usage-linked expense, starting at 4.5% of revenue and falling to 3.0% by the mature year.	Leaving compute spend fixed even as model runs and API calls rise.
Sales Commissions	Variable	Deduct 5.0% of revenue before calculating contribution margin for break-even.	Calculating break-even on gross revenue before commissions.
Project Specific Subcontractors	Variable	Apply project labor as revenue-linked expense, starting at 8.0% and falling to 4.0% by the mature year.	Treating outside specialists as permanent payroll in the base case.

How does break-even shift across lean, base, and full operating cases for a demographic analysis service?

Scenario table

Lean covers break-even with the smallest cushion, base gives a steadier profit base, and full adds the biggest cushion but also the biggest fixed bill. The break-even line moves up as staffing and overhead rise, so utilization has to keep pace.

Planning cases only; actual results will move with demand, staffing, and pricing.

Scenario	Monthly Revenue	Variable Costs	Fixed Costs	CM Ratio	Operating Profit	Break-Even Signal
Lean launch case	$870K	$257K	$462K	70.5%	$151K	Near the model’s Month 6 break-even, so cash control matters most.
Base operating case	$2,873K	$704K	$785K	75.5%	$1,384K	Healthy cushion; break-even is comfortably covered.
Full scale case	$6,376K	$1,339K	$1,169K	79.0%	$3,868K	Strong cushion, but utilization must stay high.

What breaks the break-even plan if revenue slips or costs rise?

Stress test

The current plan has a cushion, but a 15% revenue drop, a 10% jump in fixed overhead, or higher contractor and software costs can pull break-even forward fast. The combined downside leaves only a small gap to manage.

Stress Case	Changed Assumption	Break-Even Revenue	Revenue Gap	Risk Signal
Current plan	No change.	$656K	$214K cushion	Revenue sits above break-even.
Revenue shortfall	Revenue falls 15% to about $740K.	$656K	$84K cushion	Slow closes still clear break-even, but the buffer shrinks.
Fixed-cost increase	Fixed overhead rises 10% to about $508K.	$721K	$149K cushion	Rent, software, and staffing pushes break-even up.
Margin pressure	Contribution margin drops to 65.5% as contractor and data costs rise.	$706K	$164K cushion	Higher variable costs lift break-even even if sales hold.
Combined pressure	Revenue falls to about $740K, fixed overhead rises to about $508K, and margin slips.	$764K	$24K gap	Delayed projects and cost inflation can push the plan below break-even.

Can you prove demand, pricing, and cash cushion before you lock in the next spend?

Founder checklist

Don’t lock in hiring, office space, or tech spend until the pipeline is signed and the pricing tests clear at $175, $200, and $250 per hour. If those numbers and the $781K Month 6 cash floor don’t hold, break-even slips.

1Signed pipeline$175/$200/$250

Close paid work at these hourly rates before adding analysts, because demand has to be real before break-even can be trusted.

2Fixed load$42.5K/mo

Keep rent, software, and Year 1 payroll inside the modeled monthly burn, or the Month 6 break-even date moves out.

3Gross margin70.5%

Check that data licensing and cloud use stay at 16.5% of revenue and commissions plus subcontractors stay at 13%, which leaves about 70.5% before payroll and rent.

4Capacity ramp12.5 hrs

Confirm each active customer can absorb 12.5 billable hours a month in Year 1, then add staff only when that workload keeps showing up.

5Cash floor$781K

Hold the minimum cash balance through Month 6, because that is the low point before the model reaches break-even.

6Launch spend$45K / $102.5K

Use the Year 1 marketing budget to prove demand, and stage the $102.5K capex only after CAC stays near $1,500.