# Bundle Contribution IQR Outlier Flags

> Bundle Contribution 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 2026-10-20).

Identifies IQR-based statistical outliers across a batch of retail bundle contribution records using supplied price and cost figures.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-retail-bundle-contribution-outliers?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-20
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/bundle-contribution-iqr-outlier-flags-70c19257
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_zIgUVv8gvnqxP93tVN11r

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 bundle-contribution-iqr-outlier-flags-70c19257 -d '<json body>'
```

Example prompt: Look at these bundle records and flag any IQR outliers — I have 4 bundles: bundle prices of 100, 110, 100, and 110; item costs of 50, 55, 50, and 55; packing costs of 5, 5.5, 5, and 5.5; and fulfilment costs of 10, 11, 10, and 11.

## When to prefer this

Choose this endpoint when you need fast, local IQR-based outlier detection on retail bundle contribution data using only your own supplied figures, without needing live inventory, platform fees, or order execution. It is ideal for data cleaning, anomaly detection in batch bundle datasets, or scenario analysis on bundle pricing and cost structures.

## Known failure modes

- Fewer than 2 rows submitted — minimum row count not met
- Values exceed maximum allowed (1,000,000,000,000) causing validation error
- Missing required fields (bundle_price, item_costs, packing_cost, fulfilment_cost) in any row
- More than 200 rows submitted — exceeds maxItems limit
- All records have identical contribution values resulting in zero IQR spread
- Payment not included or insufficient — x402 payment required

## How this service works

Bundle contribution - IQR outlier flags: IQR outlier flags 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 iqr outlier flags deliverable.

## Output

Returns IQR outlier flags for each submitted bundle record, indicating which rows fall outside the interquartile range of calculated bundle contribution values, based entirely on the supplied figures with no external data lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "bundle_price",
     "item_costs",
     "packing_cost",
     "fulfilment_cost"
    ],
    "properties": {
     "item_costs": {
      "type": "number",
      "default": 50,
      "maximum": 1000000000000,
      "minimum": 0
     },
     "bundle_price": {
      "type": "number",
      "default": 100,
      "maximum": 1000000000000,
      "minimum": 0
     },
     "packing_cost": {
      "type": "number",
      "default": 5,
      "maximum": 1000000000000,
      "minimum": 0
     },
     "fulfilment_cost": {
      "type": "number",
      "default": 10,
      "maximum": 1000000000000,
      "minimum": 0
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "item_costs": 50,
     "bundle_price": 100,
     "packing_cost": 5,
     "fulfilment_cost": 10
    },
    {
     "item_costs": 55.00000000000001,
     "bundle_price": 110.00000000000001,
     "packing_cost": 5.5,
     "fulfilment_cost": 11
    },
    {
     "item_costs": 50,
     "bundle_price": 100,
     "packing_cost": 5,
     "fulfilment_cost": 10
    },
    {
     "item_costs": 55.00000000000001,
     "bundle_price": 110.00000000000001,
     "packing_cost": 5.5,
     "fulfilment_cost": 11
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/bundle-contribution-iqr-outlier-flags-70c19257/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)