# Recruitment Funnel Exact Row Deduplication

> Recruitment Funnel 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 2026-10-15).

Removes exact duplicate rows from recruitment funnel datasets containing application and interview data, returning a deduplicated record set.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-recruitment-funnel-deduplicate?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-exact-row-deduplication-9c8c46b5
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_ytNjNPQsS5CFXNTif9EjR

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-exact-row-deduplication-9c8c46b5 -d '<json body>'
```

Example prompt: I have a batch of up to 200 recruitment funnel records with row IDs, sources like 'group-a' and 'group-b', dates, application counts, and interview counts — can you run exact row deduplication on them to clean out any fully identical rows before I analyze the data?

## When to prefer this

Use this endpoint when you have recruitment funnel data (applications and interviews by source and date) with up to 200 rows and need to remove exact duplicate rows before analysis or reporting. Prefer this over general-purpose deduplication tools when your data already matches the recruitment funnel schema with row_id, source, date, applications, and interviews fields. Not suitable if you need fuzzy matching, semantic deduplication, or deduplication on datasets larger than 200 rows.

## Known failure modes

- Exceeding 200 row limit results in rejection
- Missing required fields (row_id, source, date, applications, interviews) causes validation error
- Malformed date format (not YYYY-MM-DD) triggers schema validation failure
- Empty rows array (minItems: 1 not met) returns error
- Values outside numeric bounds (-1e12 to 1e12) rejected

## How this service works

Recruitment funnel - Exact row deduplication: Exact row deduplication 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 exact row deduplication deliverable.

## Output

Returns the deduplicated set of recruitment funnel rows with exact duplicate records removed, preserving unique entries. Likely includes the cleaned row list and a count or summary of how many duplicates were found and removed.

## 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-exact-row-deduplication-9c8c46b5/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)