# Net Merchandise Sales IQR Outlier Flags

> Net Merchandise Sales 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 2026-10-18).

Calculates IQR-based outlier flags for net merchandise sales figures derived from gross sales, discounts, and returns across multiple rows

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-retail-net-merchandise-sales-outliers?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-18
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/net-merchandise-sales-iqr-outlier-flags-1e5a7693
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Z3ZMlRLzZqwfB_U6Y8vTW

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 net-merchandise-sales-iqr-outlier-flags-1e5a7693 -d '<json body>'
```

Example prompt: Can you flag any IQR outliers in these net merchandise sales rows? Here's the data: row 1 has gross sales of 10000, discounts of 500, and returns of 300; row 2 has gross sales of 11000, discounts of 550, returns of 330; row 3 has gross sales of 95000, discounts of 200, returns of 100; row 4 has gross sales of 10500, discounts of 520, returns of 310.

## When to prefer this

Choose this endpoint when you need fast, local IQR-based statistical outlier detection specifically on net merchandise sales (derived from gross sales, discounts, and returns) without requiring live inventory access, platform fee lookups, or order execution. Ideal for retail data quality checks, anomaly detection in periodic sales reports, or scenario analysis on supplied figures.

## Known failure modes

- Fewer than 2 rows provided — minimum row count not met
- Numeric values exceed the maximum bound of 1,000,000,000,000
- Non-numeric values passed for gross_merchandise_sales, discounts, or returns
- Payment failure or insufficient USDC balance for the $0.01 per-call fee
- Too many rows submitted — maximum is 200 items per request

## How this service works

Net merchandise sales - IQR outlier flags: IQR outlier flags for Net merchandise sales. 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 net merchandise sales value (gross merchandise sales minus discounts minus returns), indicating which rows fall outside the interquartile range boundary and are considered statistical outliers.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "gross_merchandise_sales",
     "discounts",
     "returns"
    ],
    "properties": {
     "returns": {
      "type": "number",
      "default": 300,
      "maximum": 1000000000000,
      "minimum": 0
     },
     "discounts": {
      "type": "number",
      "default": 500,
      "maximum": 1000000000000,
      "minimum": 0
     },
     "gross_merchandise_sales": {
      "type": "number",
      "default": 10000,
      "maximum": 1000000000000,
      "minimum": 0
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "returns": 300,
     "discounts": 500,
     "gross_merchandise_sales": 10000
    },
    {
     "returns": 330,
     "discounts": 550,
     "gross_merchandise_sales": 11000
    },
    {
     "returns": 300,
     "discounts": 500,
     "gross_merchandise_sales": 10000
    },
    {
     "returns": 330,
     "discounts": 550,
     "gross_merchandise_sales": 11000
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/net-merchandise-sales-iqr-outlier-flags-1e5a7693/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)