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Retail Replenishment Quantity Distribution Histogram
x402
Retail Replenishment Quantity Distribution Histogram 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).
Computes a distribution histogram of target replenishment quantities from supplied retail inventory position and target unit data, with configurable bin count.
Price / call$0.01
Success—
StatusUnknown
How this service works
Target replenishment quantity - Distribution histogram: Distribution histogram for Target replenishment quantity. 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 distribution histogram deliverable.
Output
Returns a bounded distribution histogram showing how target replenishment quantities (target_units minus inventory_position) are distributed across the supplied retail rows, segmented into the requested number of bins. Each bin covers a range of replenishment values with an associated frequency count.
Example use cases
Identifying restock quantity clusters across SKUs
“I want to see how our replenishment quantities cluster across 12 product lines — can you build a histogram with 8 bins using these target units and inventory positions so I can spot if most SKUs fall in a narrow range or spread widely?”
Scenario analysis for seasonal inventory planning
“Before our holiday season I want to understand the distribution of our replenishment targets — here are 20 store rows with target units and current inventory positions, please compute a 15-bin histogram so I can see where most of the restock volume sits.”
Benchmarking replenishment spread for a single category
“For our beverages category, I have 6 SKUs with their target units and inventory positions — can you give me a 5-bin distribution histogram so I can see how evenly or unevenly our replenishment quantities are spread?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-retail-replenishment-histogram?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick local frequency distribution of retail replenishment quantities (target minus inventory) across multiple locations or SKUs without requiring live inventory system access or platform connectivity. Ideal for scenario analysis and planning when you already have the raw target and inventory position figures. Not suitable for live order execution, real-time inventory lookup, or financial transactions.
Side effects
- Fewer than 2 rows provided — minimum row count not met
- bins value exceeds maximum of 30 or is less than 1
- target_units or inventory_position values outside allowed numeric bounds
- Malformed row objects missing required fields target_units or inventory_position
- Empty or null rows array
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array |
Tags
x402
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