# Unit Fill Rate IQR Outlier Flags

> Unit Fill Rate IQR Outlier Flags is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-27).

Computes IQR-based outlier flags for unit fill rate values across supplied retail row data

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-retail-unit-fill-outliers?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-27
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/unit-fill-rate-iqr-outlier-flags-dc6765a5
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_3ryIahs2kgFJSFvfUbszN

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability unit-fill-rate-iqr-outlier-flags-dc6765a5 -d '<json body>'
```

Example prompt: Can you flag the outlier fill rates in my retail data? Here are my rows: [{ordered_units: 100, fulfilled_units: 95}, {ordered_units: 200, fulfilled_units: 60}, {ordered_units: 110, fulfilled_units: 104}, {ordered_units: 90, fulfilled_units: 88}] — use IQR outlier detection to tell me which rows are anomalous.

## When to prefer this

Use this endpoint when you need local, stateless IQR-based outlier detection on unit fill rate data without requiring live inventory system access, platform credentials, or account integration. Ideal for batch scenario analysis, ad-hoc retail audits, or preprocessing fulfillment data before deeper analysis. Prefer over general statistics APIs when you specifically need fill rate (fulfilled/ordered ratio) outlier flagging with a simple per-row input format.

## Known failure modes

- Fewer than 2 rows supplied — minimum minItems:2 required
- ordered_units is 0 or missing (exclusiveMinimum:0 enforced)
- More than 200 rows submitted — maxItems:200 limit
- fulfilled_units exceeds ordered_units by large margin — accepted but may produce unexpected outlier flags
- Malformed row objects missing required fields ordered_units or fulfilled_units

## How this service works

Unit fill rate - IQR outlier flags: IQR outlier flags for Unit fill rate. 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 iqr outlier flags deliverable.

## Output

Returns IQR-based outlier flags for each input row's unit fill rate (fulfilled_units / ordered_units), indicating which rows deviate significantly from the interquartile range of the supplied dataset. Output includes outlier indicators per row based purely on local calculation from the provided data.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "fulfilled_units",
     "ordered_units"
    ],
    "properties": {
     "ordered_units": {
      "type": "number",
      "default": 100,
      "maximum": 1000000000000,
      "minimum": 0,
      "exclusiveMinimum": 0
     },
     "fulfilled_units": {
      "type": "number",
      "default": 95,
      "maximum": 1000000000000,
      "minimum": 0
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "ordered_units": 100,
     "fulfilled_units": 95
    },
    {
     "ordered_units": 110.00000000000001,
     "fulfilled_units": 104.50000000000001
    },
    {
     "ordered_units": 100,
     "fulfilled_units": 95
    },
    {
     "ordered_units": 110.00000000000001,
     "fulfilled_units": 104.50000000000001
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/unit-fill-rate-iqr-outlier-flags-dc6765a5/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)