# Aligned Shelf Packing Capacity — IQR Outlier Flags

> Aligned Shelf Packing Capacity — 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 2026-10-17).

Detects IQR-based outliers in shelf packing capacity calculations across up to 200 supplied retail shelf and item dimension records.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ar-retail-shelf-capacity-outliers?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-17
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/aligned-shelf-packing-capacity-iqr-outlier-flags-64c9ccd9
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Ys4IwkMoKuUhg5AdlQRB9

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 aligned-shelf-packing-capacity-iqr-outlier-flags-64c9ccd9 -d '<json body>'
```

Example prompt: Can you run IQR outlier detection on these shelf packing records? I have shelves that are 100×60×40 cm and items that are 20×15×10 cm — plus a bunch of other combinations — and I want to know which records are statistical outliers.

## When to prefer this

Choose this endpoint when you have a batch of retail shelf and item dimension records and need to identify statistical outliers in calculated packing capacity using the IQR method. It is best suited for data quality audits, planogram validation, and pre-analysis cleaning of shelf data — not for live inventory queries, pricing lookups, or single-record analysis.

## Known failure modes

- Fewer than 2 rows submitted — minimum 2 rows required for IQR computation
- More than 200 rows submitted — exceeds maxItems limit
- Any dimension value is zero or negative — exclusiveMinimum 0 enforced
- Missing required fields (shelf_width, shelf_height, shelf_depth, item_width, item_height, item_depth) cause validation failure
- Non-numeric dimension values cause schema rejection
- Payment of 0.01 USDC not provided — x402 payment required

## How this service works

Aligned shelf packing capacity - IQR outlier flags: IQR outlier flags for Aligned shelf packing capacity. 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 iqr outlier flags report.

## Output

A bounded report containing IQR outlier flags for each input row, indicating which shelf-and-item dimension combinations produce statistically anomalous packing capacity values based on interquartile range analysis. Up to 200 records processed per call.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "shelf_width",
     "shelf_height",
     "shelf_depth",
     "item_width",
     "item_height",
     "item_depth"
    ],
    "properties": {
     "item_depth": {
      "type": "number",
      "default": 10,
      "maximum": 1000000000000,
      "minimum": 0,
      "exclusiveMinimum": 0
     },
     "item_width": {
      "type": "number",
      "default": 20,
      "maximum": 1000000000000,
      "minimum": 0,
      "exclusiveMinimum": 0
     },
     "item_height": {
      "type": "number",
      "default": 15,
      "maximum": 1000000000000,
      "minimum": 0,
      "exclusiveMinimum": 0
     },
     "shelf_depth": {
      "type": "number",
      "default": 40,
      "maximum": 1000000000000,
      "minimum": 0,
      "exclusiveMinimum": 0
     },
     "shelf_width": {
      "type": "number",
      "default": 100,
      "maximum": 1000000000000,
      "minimum": 0,
      "exclusiveMinimum": 0
     },
     "shelf_height": {
      "type": "number",
      "default": 60,
      "maximum": 1000000000000,
      "minimum": 0,
      "exclusiveMinimum": 0
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "item_depth": 10,
     "item_width": 20,
     "item_height": 15,
     "shelf_depth": 40,
     "shelf_width": 100,
     "shelf_height": 60
    },
    {
     "item_depth": 11,
     "item_width": 22,
     "item_height": 16.5,
     "shelf_depth": 44,
     "shelf_width": 110.00000000000001,
     "shelf_height": 66
    },
    {
     "item_depth": 10,
     "item_width": 20,
     "item_height": 15,
     "shelf_depth": 40,
     "shelf_width": 100,
     "shelf_height": 60
    },
    {
     "item_depth": 11,
     "item_width": 22,
     "item_height": 16.5,
     "shelf_depth": 44,
     "shelf_width": 110.00000000000001,
     "shelf_height": 66
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/aligned-shelf-packing-capacity-iqr-outlier-flags-64c9ccd9/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)