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Bundle Contribution Threshold Classification
x402
Bundle Contribution Threshold Classification is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-14).
Classifies the contribution margin of retail product bundles as above or below user-defined lower/upper thresholds, using supplied price and cost figures.
Price / call$0.01
Success—
StatusUnknown
How this service works
Bundle contribution - Threshold classification: Threshold classification for Bundle contribution. Supplied retail figures only. Local calculation and scenario analysis; no live inventory, account access, platform fee lookup or order execution. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded threshold classification deliverable.
Output
Returns a bounded threshold classification result for each submitted bundle row, indicating whether the computed contribution margin falls below the lower threshold, within the lower-upper band, or above the upper threshold. No live inventory, account, or platform fee data is used — the calculation is based solely on the supplied retail figures.
Example use cases
Flag under-performing bundles at launch
“I'm launching 3 gift bundles — Bundle A costs $60 in items, $4 packing, $8 fulfilment and sells for $90; Bundle B costs $70, $5, $9 and sells for $100; Bundle C costs $80, $6, $10 and sells for $115. Can you classify each one against a lower contribution threshold of 15 and upper of 35 so I know which ones are under-performing?”
Scenario analysis for holiday pricing
“We're considering holiday pricing on our bundles. For two scenarios — one at a price of $120 with item costs $65, packing $6, fulfilment $12, and another at $130 with item costs $70, packing $7, fulfilment $13 — classify whether the contribution margin falls below 10, between 10 and 30, or above 30.”
Audit existing bundle catalogue margins
“Can you run a threshold classification on our existing bundle catalogue? We have two SKUs: first has bundle price $95, item costs $52, packing $4.50, fulfilment $9.50; second has bundle price $105, item costs $58, packing $5, fulfilment $10.50. Use a lower threshold of 0 and upper threshold of 25.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-retail-bundle-contribution-threshold?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, local classification of retail bundle contribution margins against defined thresholds without needing live inventory, platform fees, or order execution. Ideal for batch scenario analysis across up to 200 bundles at minimal cost ($0.01 USDC). Prefer over manual spreadsheet analysis when automating pricing audits or pre-launch profitability checks.
Side effects
- Fewer than 2 rows submitted — minItems constraint violation
- More than 200 rows submitted — maxItems constraint violation
- Negative or non-numeric values for bundle_price, item_costs, packing_cost, or fulfilment_cost
- Lower threshold exceeds upper threshold — may produce nonsensical classification bands
- Missing required fields (bundle_price, item_costs, packing_cost, fulfilment_cost) in any row
- Payment failure — 0.01 USDC not settled via x402 protocol
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| lower | number | |
| upper | number |
Tags
x402
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