# Job Listing Inventories — Record Quality Audit & Exact Row Deduplication

> Job Listing Inventories — Record Quality Audit & Exact Row Deduplication is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-23).

Audits record quality and identifies exact duplicate rows in job listing inventory data (listing_count, duplicate_listings) for up to 200 rows, returning two independent analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-company-13-002?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-23
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/job-listing-inventories-record-quality-audit-exact-row-deduplication-ec9e3004
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_oItWuEDqlUILMvRKmeMw4

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 job-listing-inventories-record-quality-audit-exact-row-deduplication-ec9e3004 -d '<json body>'
```

Example prompt: Can you audit these job listing inventory records for quality issues and exact duplicate rows? I have up to 200 rows with fields like row_id, company_group, date, listing_count, and duplicate_listings — I need both a record quality report and a deduplication report.

## When to prefer this

Choose this endpoint when you need a fast, low-cost, deterministic quality audit and exact deduplication check on job listing inventory records specifically. It is ideal for pre-processing pipelines where you want to validate and clean structured tabular hiring data before further analysis, without requiring any external data sources or predictive models. Best suited for batches up to 200 rows.

## Known failure modes

- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, date, listing_count, duplicate_listings) — validation error
- Malformed date format (not YYYY-MM-DD) — schema rejection
- Empty rows array — returns error or empty reports
- Numeric values outside allowed range — schema rejection

## How this service works

Job listing inventories — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied job listing inventories records (listing_count, duplicate_listings). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

## Output

Returns two independent reports: (1) a record quality audit highlighting data issues such as nulls, out-of-range values, or malformed fields across the supplied rows, and (2) an exact row deduplication report identifying rows with identical values, grouped or flagged accordingly. No external lookups or predictions are made — all analysis is local and deterministic.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/job-listing-inventories-record-quality-audit-exact-row-deduplication-ec9e3004/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)