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Contact Record Quality — Record Quality Audit + Secondary-Measure Weighted Mean
x402
Contact Record Quality — Record Quality Audit + Secondary-Measure Weighted Mean is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-23).
Runs a record quality audit and computes a secondary-measure weighted mean on up to 200 rows of contact record data (checked_records, duplicate_records) using local analytical engines.
Price / call$0.01
Success—
StatusUnknown
How this service works
Contact record quality — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean for supplied contact record quality records (checked_records, duplicate_records). 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 summarizing the quality of the supplied contact record rows, and (2) a secondary-measure weighted mean computed across the checked_records or duplicate_records field — both generated locally without any external lookup, covering up to 200 input rows.
Example use cases
Monthly CRM data quality review
“I need to audit last month's contact records for our two sales regions — East checked 500 records with 45 duplicates on 2026-09-30 and West checked 320 records with 12 duplicates on 2026-09-30. Can you run the record quality audit and weighted mean report on checked_records for those rows?”
Duplicate rate analysis across teams
“Can you run a quality audit and weighted mean calculation on duplicate_records for these 5 contact batches from our marketing and ops teams? I'll give you the row data with dates, group names, checked record counts, and duplicate counts — I want to see where duplicates are concentrating.”
Pre-migration data quality baseline
“Before we migrate our contact database, I want to establish a quality baseline — can you run the record quality audit plus the secondary-measure weighted mean on these 50 rows of checked_records and duplicate_records grouped by department, using the checked_records field for the weighted mean?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-03-016?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of contact record data with checked_records and duplicate_records fields and need both a structured quality audit AND a weighted mean calculation in a single call. It is ideal for batch offline analysis of CRM or contact dataset quality without requiring external data lookups or live system access. Prefer it over single-report variants when you need both audit and weighted mean outputs simultaneously.
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, date, company_group, checked_records, duplicate_records) — validation error
- Invalid date format (must match YYYY-MM-DD) — schema validation failure
- Numeric values out of allowed range (±1,000,000,000,000) — rejection
- Empty rows array — minimum 1 item required
- Invalid field enum value (must be checked_records or duplicate_records)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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