# Company Record Completeness — Record Quality Audit + Exact Row Deduplication + Category Frequencies

> Company Record Completeness — Record Quality Audit + Exact Row Deduplication + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).

Runs three offline analytical reports on company record completeness data: a record quality audit, exact row deduplication, and category frequency analysis — all within a single API call for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-company-01-212?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-19
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/company-record-completeness-record-quality-audit-exact-row-f4072878
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_fk044-nu17UQjy0ErmiA1

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 company-record-completeness-record-quality-audit-exact-row-f4072878 -d '<json body>'
```

Example prompt: Can you run a record quality audit, exact deduplication check, and category frequency breakdown on these company completeness records — I have up to 50 rows with fields like row_id, company_group, date, populated_fields, and required_fields?

## When to prefer this

Choose this endpoint when you need three simultaneous offline analytical reports — quality audit, deduplication, and category frequencies — on company record completeness data in a single cost-effective call. It is ideal when you have structured row data with populated_fields and required_fields metrics and want batch analysis without any external lookups or live data dependencies. Prefer alternatives if you need time-series trending, predictive scoring, or integration with live CRM systems.

## Known failure modes

- Fewer than 1 row or more than 200 rows causes a validation error
- Missing required fields (row_id, company_group, date, populated_fields, required_fields) on any row causes rejection
- Date fields not matching YYYY-MM-DD format are rejected
- row_id values exceeding 80 characters are rejected
- Null values in populated_fields or required_fields may affect completeness calculations
- Payment of 0.01 USDC not supplied or rejected causes 402 error

## How this service works

Company record completeness — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied company record completeness records (populated_fields, required_fields). 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 reports: (1) a record quality audit covering completeness metrics per row based on populated vs required fields, (2) an exact row deduplication report identifying identical records, and (3) a category frequency breakdown showing distribution across company_group values — all computed locally from the supplied rows with no external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "company_group",
     "date",
     "populated_fields",
     "required_fields"
    ],
    "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
     },
     "required_fields": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "populated_fields": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "company_group": "group-a",
     "required_fields": 1,
     "populated_fields": 10
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "company_group": "group-b",
     "required_fields": 2,
     "populated_fields": 20
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "company_group": "group-a",
     "required_fields": 3,
     "populated_fields": 15
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "company_group": "group-b",
     "required_fields": 4,
     "populated_fields": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/company-record-completeness-record-quality-audit-exact-row-f4072878/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)