# Recruitment Funnel Record Quality Audit

> Recruitment Funnel 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 recruitment funnel records for data quality issues, detecting anomalies, nulls, and consistency problems across application and interview metrics.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-recruitment-funnel-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/recruitment-funnel-record-quality-audit-4c8a089c
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_eA1SLNlqiHZd_yjIOgmK3

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 recruitment-funnel-record-quality-audit-4c8a089c -d '<json body>'
```

Example prompt: Can you run a data quality audit on these recruitment funnel records — I have rows from group-a and group-b covering October 2026, each with a date, source, application count, and interview count, and I want to know which records have missing, null, or suspicious values?

## When to prefer this

Choose this endpoint when you need a fast, low-cost ($0.01) local quality audit of recruitment funnel records — specifically application and interview counts by source and date — without requiring external enrichment or predictive modeling. Ideal as a pre-processing gate before analytics pipelines or dashboard refreshes, when you have up to 200 structured rows and need per-record quality flags rather than aggregate statistics.

## Known failure modes

- Empty rows array or missing required fields (row_id, source, date, applications, interviews) returns validation error
- Date strings not matching YYYY-MM-DD pattern are rejected
- Submitting more than 200 rows exceeds the maxItems limit and returns an error
- Numeric values outside the allowed range (-1e12 to 1e12) are rejected
- Malformed JSON body returns a 400-level error

## How this service works

Recruitment funnel - Record quality audit: Record quality audit for Recruitment funnel. 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: a structured report identifying which of the submitted recruitment funnel rows have data quality issues such as null values, out-of-range numbers, missing required fields, or inconsistencies between applications and interview counts, delivered per-row with quality indicators.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/recruitment-funnel-record-quality-audit-4c8a089c/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)