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Net Profit Waterfall – Sequential Input-Change Attribution
x402
Net Profit Waterfall – Sequential Input-Change Attribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-22).
Performs a sequential (waterfall) attribution analysis on net profit by changing each cost/revenue input from baseline to final values in declared field order, reporting the incremental effect of each change.
Price / call$0.01
Success—
StatusUnknown
How this service works
Net profit from supplied costs - Sequential input-change attribution: Change each input from baseline to final in declared field order, reporting each incremental effect; order dependent. Metric: Net profit from supplied costs. Supplied figures only; returns JSON with formula, units and limitations. One of 50 calculators with 20 analysis modes. No live feed, financial advice or trade execution. 0.01 USDC includes one bounded sequential input-change attribution report.
Output
Returns a JSON object containing: the sequential waterfall attribution showing the incremental net profit effect of changing each input (revenue, cost of sales, operating expenses, interest expense, tax expense) from baseline to final values in declared field order; the net profit formula used; currency/units note; and limitations of the analysis.
Example use cases
Period-over-period profit bridge
“I need to understand what drove the change in net profit from Q1 to Q2. Before: revenue 500000, cost of sales 300000, operating expenses 80000, interest expense 10000, tax expense 22000. After: revenue 540000, cost of sales 310000, operating expenses 85000, interest expense 10000, tax expense 27000. Run the sequential waterfall attribution so I can see each item's incremental contribution in field order.”
Scenario impact analysis for cost reduction
“We're modeling a cost-reduction scenario. Baseline is revenue 2000000, cost of sales 1200000, operating expenses 400000, interest expense 50000, tax 87000. The new scenario cuts cost of sales to 1100000 and operating expenses to 370000, everything else stays the same. Show me the sequential net profit attribution waterfall so I know exactly how much each change contributes.”
Budget vs actuals profit variance
“Compare budget to actuals for net profit attribution. Budget was revenue 750000, cost of sales 450000, operating expenses 150000, interest 15000, tax 27000. Actuals came in at revenue 720000, cost of sales 460000, operating expenses 145000, interest 15000, tax 25000. Give me the sequential input-change waterfall so I can see which line moved the needle most.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-finance-net-profit-waterfall?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need an order-dependent, sequential (waterfall/bridge) attribution of net profit changes — where each input is changed one at a time from baseline to final in field declaration order and the incremental effect reported. Prefer this over a simultaneous sensitivity analysis when you want to understand the step-by-step contribution of each line item in a fixed sequence, such as for management reporting, board presentations, or period-over-period profit bridges. It is not suitable for real-time data, live financial feeds, or trade execution.
Side effects
- Missing required fields in before or after objects returns a validation error
- Values outside the allowed range (±1,000,000,000,000) are rejected
- Non-numeric values for financial fields cause schema validation failure
- Payment of 0.01 USDC not completed results in 402 Payment Required response
- Providing inconsistent currencies across fields produces mathematically valid but economically meaningless results (no currency conversion is performed)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| after | object | |
| before | object |
Tags
x402
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