# Shipment Costs Record Quality Audit

> Shipment Costs Record Quality Audit is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).

Audits up to 200 shipment cost records for data quality issues such as nulls, outliers, and formatting errors across carrier, weight, and cost fields.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-shipment-costs-quality?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/shipment-costs-record-quality-audit-391e9426
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_ibWKY7br2iE0otf5WlkdA

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 shipment-costs-record-quality-audit-391e9426 -d '<json body>'
```

Example prompt: Can you run a data quality audit on these shipment cost records? I have 4 rows — carrier group-a shipped 10 kg on 2026-10-01 for $1, carrier group-b shipped 20 kg on 2026-10-02 for $2, carrier group-a shipped 15 kg on 2026-10-03 for $3, and carrier group-b shipped 30 kg on 2026-10-04 for $4 — flag any nulls, bad dates, or suspicious values.

## When to prefer this

Choose this endpoint when you need a fast, local data quality check on shipment cost records specifically — covering carrier, weight, date, and cost fields — without needing external enrichment or forecasting. Best suited for pre-processing logistics data before analysis, validating ETL pipeline inputs, or auditing carrier billing exports. Prefer this over generic data validation tools when your records conform to the carrier/weight/cost schema and you want a bounded, affordable ($0.01) per-batch audit.

## Known failure modes

- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, carrier, date, weight_kg, shipping_cost) cause row-level rejection
- Malformed date strings not matching YYYY-MM-DD pattern may be flagged or rejected
- Empty array input returns an error (minItems: 1)
- Non-numeric values for weight_kg or shipping_cost cause schema validation failure

## How this service works

Shipment costs - Record quality audit: Record quality audit for Shipment costs. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded record quality audit deliverable.

## Output

A bounded record quality audit deliverable covering up to 200 input shipment cost rows, identifying data quality issues such as null values, out-of-range numbers, malformed dates, and other anomalies at the per-record level across carrier, weight_kg, shipping_cost, and date fields.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "carrier",
     "date",
     "weight_kg",
     "shipping_cost"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "carrier": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "weight_kg": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "shipping_cost": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "carrier": "group-a",
     "weight_kg": 10,
     "shipping_cost": 1
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "carrier": "group-b",
     "weight_kg": 20,
     "shipping_cost": 2
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "carrier": "group-a",
     "weight_kg": 15,
     "shipping_cost": 3
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "carrier": "group-b",
     "weight_kg": 30,
     "shipping_cost": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/shipment-costs-record-quality-audit-391e9426/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)