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Company Record Completeness — Record Quality Audit + Exact Row Deduplication + Category Frequencies
x402
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 2026-10-15).
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.
Price / call$0.01
Success—
StatusUnknown
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.
Example use cases
CRM data quality audit
“I have 80 rows of company CRM records with row_id, company_group, date, populated_fields, and required_fields — can you audit their quality, find any exact duplicate rows, and give me frequency counts by company group all at once?”
Identifying incomplete records by group
“Can you analyze these 120 company completeness records and tell me which company groups have the most incomplete fields, flag any duplicates, and show category frequencies? Each row has a date, row_id, company_group, populated_fields, and required_fields.”
Pre-migration data cleanup report
“Before we migrate our company database, can you run a three-part check on our 200 company records — a quality audit, exact deduplication, and category frequency summary — using populated_fields and required_fields as the completeness indicators?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-212?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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