Install
openclaw skills install break-even-analyzerCalculate break-even points for e-commerce products and campaigns including fixed/variable cost analysis, contribution margin optimization, scenario modeling, and profitability timelines for informed pricing and launch decisions.
openclaw skills install break-even-analyzerDetermine exactly when a product, campaign, or business initiative becomes profitable. This skill walks you through cost classification, contribution margin calculation, scenario modeling, and sensitivity analysis so you can make data-driven launch and pricing decisions.
| Decision | Strong | Acceptable | Weak |
|---|---|---|---|
| Cost classification | Every cost mapped to fixed or variable with source documentation | Major costs classified, minor estimated | Lump-sum "total cost" with no breakdown |
| Contribution margin | Calculated per SKU with all variable costs included | Calculated at product-line level | Guessed or based on gross margin alone |
| Break-even units | Precise calculation with sensitivity ranges | Single-point calculation | "We need to sell a lot" |
| Scenario modeling | 3+ scenarios (pessimistic, base, optimistic) with probability weights | Base case only | No scenario analysis |
| Time horizon | Monthly cash flow projection to break-even date | Quarterly estimate | No timeline |
| Sensitivity analysis | Key variables tested (price ±10-20%, volume ±25%, COGS ±15%) | One variable tested | No sensitivity testing |
Separate every cost into fixed or variable categories.
Fixed costs (don't change with volume):
Variable costs (change per unit sold):
Step-fixed costs (fixed within ranges, then jump):
Contribution Margin per Unit = Selling Price - Total Variable Costs per Unit
Contribution Margin Ratio = Contribution Margin / Selling Price
Include ALL variable costs, not just COGS:
| Component | Amount | Notes |
|---|---|---|
| Selling price | $49.99 | After any standard discounts |
| Product COGS | -$12.00 | Manufacturing + materials |
| Shipping cost | -$5.50 | Average across zones |
| Payment processing | -$1.75 | 2.9% + $0.30 |
| Packaging | -$2.00 | Box, insert, tape, label |
| Marketplace fee | -$7.50 | 15% if on Amazon |
| Returns allowance | -$2.50 | 5% return rate × full cost |
| Contribution margin | $18.74 | 37.5% ratio |
Basic break-even (units):
Break-Even Units = Fixed Costs / Contribution Margin per Unit
Break-even (revenue):
Break-Even Revenue = Fixed Costs / Contribution Margin Ratio
Break-even with target profit:
Units for Target Profit = (Fixed Costs + Target Profit) / Contribution Margin per Unit
Create three scenarios minimum:
| Scenario | Price | Volume/mo | Variable Cost | Fixed Cost | Break-Even |
|---|---|---|---|---|---|
| Pessimistic | $44.99 | 150 | $33.25 | $8,000 | 681 units |
| Base | $49.99 | 250 | $31.25 | $8,000 | 427 units |
| Optimistic | $49.99 | 400 | $28.75 | $8,000 | 377 units |
Weight scenarios by probability: Pessimistic 25%, Base 50%, Optimistic 25%.
Expected break-even = (681 × 0.25) + (427 × 0.50) + (377 × 0.25) = 478 units
Test how break-even changes when key variables shift:
Price sensitivity (±10%):
Volume sensitivity: Project months to break-even at different monthly sales rates.
COGS sensitivity (±15%):
Map the break-even point to a calendar timeline:
| Month | Units Sold | Cumulative | Revenue | Cumulative Profit |
|---|---|---|---|---|
| Month 1 | 80 | 80 | $3,999 | -$6,501 |
| Month 2 | 150 | 230 | $7,499 | -$4,191 |
| Month 3 | 220 | 450 | $10,998 | -$871 |
| Month 4 | 250 | 700 | $12,498 | $3,814 |
Break-even month: Month 3-4 (at ~427 cumulative units)
Compile findings into a one-page executive summary with:
Scenario: Launching a premium yoga mat at $89.99. Monthly fixed costs: $12,000 (warehouse, staff, software, marketing base spend).
Cost classification:
Contribution margin: $89.99 - $44.11 = $45.88 (51.0%)
Break-even: $12,000 / $45.88 = 262 units/month
Scenario modeling:
Recommendation: Launch is viable if marketing can drive 262+ units/month. At $30 CAC, marketing budget needs $7,860/month to hit base case, raising effective fixed costs to $19,860 and break-even to 433 units.
Scenario: Existing DTC brand ($34.99 product) evaluating Amazon launch. Additional fixed costs: $2,500/month (Amazon advertising base, A+ content, brand registry tools).
Cost classification (Amazon-specific):
Contribution margin: $34.99 - $30.45 = $4.54 (13.0%)
Break-even: $2,500 / $4.54 = 551 units/month
Sensitivity analysis:
Recommendation: Thin margins make this risky. Recommend testing at $37.99 price point and optimizing PPC to < $3.50/unit before committing to full inventory. Break-even at 331 units is more achievable.
Forgetting payment processing fees — At 2.9% + $0.30 per transaction, this is $1.75 on a $50 item. Over 10,000 units, that's $17,500 you didn't account for.
Using gross margin instead of contribution margin — Gross margin only subtracts COGS. Contribution margin includes ALL variable costs (shipping, fees, returns). The difference can be 15-25 percentage points.
Ignoring return costs — Returns aren't just lost revenue; they include reverse shipping, inspection labor, restocking, and often product write-offs. Budget 5-15% of sales.
Treating marketing as fixed — If you spend $X per acquired customer, that's a variable cost. Only base marketing spend (brand campaigns, content creation) is fixed.
Linear scaling assumptions — Costs don't scale linearly. You'll hit step-fixed costs: new warehouse staff at 200 orders/day, higher software tiers, additional customer service reps.
Single-scenario planning — A single break-even number creates false precision. Always model pessimistic and optimistic cases to understand the range.
Ignoring seasonality — Monthly break-even assumes steady sales. If 40% of revenue comes in Q4, your break-even timeline looks very different month-by-month.
Mixing product-level and business-level analysis — Break-even for a single product is different from break-even for the business. Be clear about which fixed costs to allocate.
Forgetting opportunity cost — Capital tied up in inventory could be earning returns elsewhere. Factor in the cost of capital (typically 8-15% annually).
Not updating the model — Break-even analysis is not a one-time exercise. Update monthly with actual costs and sales data to track progress and adjust projections.