# Recruitment Funnel Keyed Dataset Comparison

> Recruitment Funnel Keyed Dataset Comparison is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-14).

Compares two keyed datasets of recruitment funnel records (applications and interviews) row-by-row, producing data-quality and numeric difference analysis locally without external enrichment.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-recruitment-funnel-compare?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/recruitment-funnel-keyed-dataset-comparison-80dc6040
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_B6FFRHUMnsmUVEc-Pi2uq

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-keyed-dataset-comparison-80dc6040 -d '<json body>'
```

Example prompt: Compare these two sets of recruitment funnel data for me — the first dataset has group-a with 10 applications and 1 interview on 2026-10-01 and group-b with 20 applications and 2 interviews on 2026-10-02, and the second dataset has the same rows but with 21 and 17 applications respectively — give me a keyed row-by-row comparison showing the differences.

## When to prefer this

Choose this endpoint when you need a fast, local, row-keyed numeric comparison of two recruitment funnel datasets (up to 200 records each) without requiring external data enrichment or forecasting. Ideal for reconciling two exports, auditing before-and-after snapshots of hiring pipeline data, or comparing funnel metrics across sourcing groups. At $0.01 USDC per call it is cost-effective for routine diff checks on small-to-medium recruitment datasets.

## Known failure modes

- Missing required fields (row_id, source, date, applications, interviews) returns a validation error
- Date fields not matching pattern YYYY-MM-DD cause rejection
- Exceeding 200 rows in either dataset triggers a max-items error
- Row IDs present in one dataset but not the other may produce unmatched-key warnings
- Null numeric values may affect delta calculations and be flagged in quality output
- Payment failure via x402 protocol prevents processing

## How this service works

Recruitment funnel - Keyed dataset comparison: Keyed dataset comparison 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 keyed dataset comparison deliverable.

## Output

A structured comparison deliverable showing row-by-row differences between the two supplied recruitment funnel datasets, including numeric deltas for applications and interviews fields per matched row_id, along with data-quality indicators. Processing is local with no external enrichment.

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/recruitment-funnel-keyed-dataset-comparison-80dc6040/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)