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Marketing Contribution Return - Named Scenario Comparison
x402
Marketing Contribution Return - Named Scenario Comparison 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).
Applies up to 20 named input-override scenarios to a baseline marketing contribution return calculation and reports the differences between each scenario and the baseline.
Price / call$0.01
Success—
StatusUnknown
How this service works
Marketing contribution return - Named scenario comparison: Apply up to 20 explicit input-override scenarios to one baseline and report their differences. Metric: Marketing contribution return. 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 named scenario comparison report.
Output
Returns a JSON object containing the marketing contribution return for the baseline and each named scenario, the differences between each scenario and the baseline, the formula used, units, and limitations of the calculation.
Example use cases
Budget cut impact assessment
“I need to compare my current marketing plan against a cost-cutting scenario. Baseline is $10,000 spend with $16,000 attributed contribution. Run a named scenario called 'Budget Reduction' where spend drops to $6,000 and contribution drops to $10,500, and tell me the difference in marketing contribution return.”
Multi-channel spend reallocation
“Model three named scenarios against my baseline of $20,000 marketing spend and $32,000 attributed contribution: 'Shift to Digital' with $18,000 spend and $35,000 contribution, 'Cut Brand' with $15,000 spend and $28,000 contribution, and 'Full Scale' with $30,000 spend and $50,000 contribution — show me how the marketing contribution return differs for each.”
Quarterly forecast sensitivity check
“Run a sensitivity comparison on our Q3 marketing plan. Baseline is $7,500 spend with $12,000 attributed contribution. I want four named scenarios: 'Conservative' with $6,000 spend, 'Optimistic' with $10,000 contribution, 'Worst Case' with $5,000 spend and $8,000 contribution, and 'Best Case' with $12,000 spend and $20,000 contribution. Report the marketing contribution return differences from baseline for each.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-finance-marketing-return-scenario?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to evaluate multiple named what-if scenarios against a single marketing contribution return baseline in one call, rather than making separate single-calculation calls. It is ideal for sensitivity analysis, budget planning, and side-by-side comparison of up to 20 distinct marketing investment strategies.
Side effects
- Missing required baseline fields (marketing_spend or attributed_contribution) returns validation error
- marketing_spend of zero or negative value is rejected due to exclusiveMinimum constraint
- More than 20 scenarios submitted exceeds maxItems limit
- Scenario overrides object with no properties fails minProperties:1 constraint
- Mismatched currency or reporting periods in inputs produce mathematically valid but meaningless results (not caught by API)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| baseline | object | |
| scenarios | array |
Tags
x402
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