# Third Party Reviews — Record Quality Audit & String Normalisation

> Third Party Reviews — Record Quality Audit & String Normalisation is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-28).

Audits data quality and normalises strings for third-party review records (vendors_reviewed, outstanding_actions) across up to 200 rows, producing two independent analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-security-24-001?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-28
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/third-party-reviews-record-quality-audit-string-normalisation-9dc7005d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Z3kSrEECuzTLqESZ2AvOy

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 third-party-reviews-record-quality-audit-string-normalisation-9dc7005d -d '<json body>'
```

Example prompt: Can you run a record quality audit and string normalisation on my third-party review data? I have 4 rows with fields like vendors_reviewed and outstanding_actions — here are the rows: row-1 on 2026-10-01 in group-a with 10 vendors reviewed and 1 outstanding action, row-2 on 2026-10-02 in group-b with 20 vendors reviewed and 2 outstanding actions.

## When to prefer this

Choose this endpoint when you need a combined record quality audit and string normalisation pass on third-party review data in a single low-cost call. It is ideal for batch validation of up to 200 rows containing vendor review counts and outstanding actions across control groups, where no live lookups, predictions, or external enrichment are needed — pure local analytical processing. At $0.01 USDC for both reports, it suits automated pipelines that need lightweight, repeatable data hygiene checks before downstream reporting.

## Known failure modes

- Submitting more than 200 rows returns a validation error — batching required
- Missing required fields (row_id, date, vendors_reviewed, outstanding_actions) causes row-level rejection
- Malformed dates not matching YYYY-MM-DD pattern trigger a schema validation error
- Null values in vendors_reviewed or outstanding_actions are accepted but may reduce audit report coverage
- Payment failure (insufficient USDC or x402 protocol error) prevents endpoint execution

## How this service works

Third party reviews — Record quality audit + String normalisation: Record quality audit + String normalisation for supplied third party reviews records (vendors_reviewed, outstanding_actions). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

## Output

Returns two independent analytical reports: (1) a record quality audit flagging data issues, inconsistencies, missing values, and anomalies across the submitted rows; and (2) a string normalisation report detailing how text fields have been standardised. Both reports are generated locally without external lookups or live data enrichment, covering up to 200 submitted rows.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/third-party-reviews-record-quality-audit-string-normalisation-9dc7005d/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)