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Coupon Redemption Share Distribution Histogram
x402
Coupon Redemption Share 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 2026-10-16).
Computes a distribution histogram of coupon redemption share (redeemed/issued ratio) across up to 200 retail records, grouped into configurable bins.
Price / call$0.01
Success—
StatusUnknown
How this service works
Coupon redemption share - Distribution histogram: Distribution histogram for Coupon redemption share. Supplied retail figures only, up to 200 records. No platform access, live rates or order execution. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded distribution histogram report.
Output
A bounded distribution histogram report showing how coupon redemption share values (redeemed/issued ratio) are distributed across the supplied retail records. The output includes bin ranges and frequency counts per bin, summarizing the spread and concentration of redemption rates across up to 200 records.
Example use cases
Retail chain coupon performance audit
“I've got data from 120 retail locations with their issued and redeemed coupon counts. Can you show me a distribution histogram with 10 bins so I can see how redemption rates are spread across our stores?”
Promotional campaign effectiveness analysis
“We ran a coupon campaign across 80 stores — I have the issued and redeemed numbers for each. Can you bucket the redemption share into 5 bins and show me the distribution so we can see if the campaign was consistent?”
Outlier redemption rate detection
“Here are issued and redeemed coupon figures for 40 retail outlets. Can you give me a histogram using 6 bins to see whether most stores cluster around a typical redemption rate or if there are outliers pulling the distribution?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ar-retail-coupon-redemption-histogram?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have raw per-record coupon issuance and redemption counts and need to understand the statistical distribution of redemption rates — not just an average or total. Ideal for retail analytics pipelines that need frequency-distribution views of promotional effectiveness across multiple locations or time periods, where up to 200 records suffice.
Side effects
- Fewer than 2 rows supplied — minimum record count not met
- issued_coupons value of 0 (exclusive minimum violation)
- More than 200 rows submitted — exceeds maximum record limit
- bins value outside 1–30 range — invalid bin count
- Missing required fields issued_coupons or redeemed_coupons in any row — validation error
- Non-numeric values in coupon count fields — type error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array |
Tags
x402
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