# Job Listing Inventories — Record Quality Audit + Exact Row Deduplication + Duplicate Key Report

> Job Listing Inventories — Record Quality Audit + Exact Row Deduplication + Duplicate Key Report is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).

Audits record quality, deduplicates exact rows, and generates a duplicate key report for job listing inventory data (listing_count, duplicate_listings) — up to 200 rows, 3 analytical reports per call.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-company-13-209?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-16
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/job-listing-inventories-record-quality-audit-exact-row-deduplication-8450368a
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Z1Gt_hcfIisVC9gGLGMYQ

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-8450368a -d '<json body>'
```

Example prompt: Can you audit these job listing inventory records for data quality issues, remove exact duplicate rows, and give me a duplicate key report? Here are my rows: row-1 for group-a on 2026-10-01 with listing_count 10 and duplicate_listings 1, row-2 for group-b on 2026-10-02 with listing_count 20 and duplicate_listings 2.

## When to prefer this

Choose this endpoint when you need all three data quality operations — record quality audit, exact row deduplication, and duplicate key reporting — on job listing inventory data in a single low-cost call. It is ideal for pre-analysis data cleaning pipelines, scheduled data quality checks on hiring inventory exports, or validating ETL outputs for job listing counts. It works entirely on supplied data with no external dependencies, making it fast and deterministic.

## Known failure modes

- Submission exceeds 200 rows — request rejected or truncated
- Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) cause validation errors
- Malformed date strings not matching YYYY-MM-DD pattern rejected
- Null or out-of-range numeric values for listing_count or duplicate_listings may cause report anomalies
- Payment failure via x402 protocol prevents report generation

## How this service works

Job listing inventories — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied job listing inventories records (listing_count, duplicate_listings). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.

## Output

Returns three independent analytical reports: (1) a record quality audit identifying data issues across the submitted rows, (2) an exact row deduplication report listing which rows are identical and a deduplicated dataset, and (3) a duplicate key report identifying rows sharing the same key fields. All reports are generated locally from the supplied data with no external lookups.

## 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-8450368a/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)