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Company Record Completeness Audit — Record Quality Audit + Category Frequencies
x402
Company Record Completeness Audit — Record Quality Audit + 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).
Analyzes up to 200 company record completeness rows to produce two reports: a record quality audit and a category frequency breakdown of populated vs. required fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Record quality audit + Category frequencies: Record quality audit + Category frequencies for supplied company record completeness records (populated_fields, required_fields). 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 analytical reports for the supplied rows: (1) a record quality audit identifying completeness issues and statistics per row, and (2) a category frequency breakdown showing how often different completeness levels or groupings appear across company groups — all computed locally from the supplied data with no external lookups.
Example use cases
CRM data gap identification
“I have a batch of 120 company records from our CRM, each tagged with a group name, date, and how many fields are populated vs required — can you audit them for quality issues and show me which categories have the worst completeness rates?”
Weekly data quality monitoring
“Every week we export company record completeness stats by group — here are this week's 80 rows with populated and required field counts per company group and date, can you produce a quality audit and frequency breakdown?”
Pre-migration completeness check
“Before we migrate our company database, I need to know which record groups are incomplete — I've got 200 rows with row IDs, company groups, dates, and populated vs required field counts, please audit the quality and give me a category frequency report.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-006?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, low-cost ($0.01 USDC) dual-report audit on company record completeness data — specifically when you already have populated_fields and required_fields counts per row and want both a per-record quality audit and a category frequency summary in a single call, without needing live lookups or external enrichment.
Side effects
- Fewer than 1 row supplied returns a validation error
- More than 200 rows supplied exceeds the batch limit
- Missing required fields (row_id, company_group, date, populated_fields, required_fields) cause row-level rejection
- Invalid date format (not YYYY-MM-DD) triggers a pattern validation error
- Null values for populated_fields or required_fields may affect completeness ratio calculations
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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