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Company Record Completeness — Duplicate Key Report + Category Frequencies
x402
Company Record Completeness — Duplicate Key Report + 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 a duplicate key report and category frequency breakdown for populated_fields and required_fields values.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Duplicate key report + Category frequencies: Duplicate key report + 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: (1) a duplicate key report identifying any row_ids that appear more than once across the supplied rows, and (2) a category frequencies report showing how often each company_group value appears in the dataset. Both reports are computed locally on the supplied data with no external lookups.
Example use cases
CRM data deduplication audit
“I've got a batch of company records from our CRM export — each row has a row_id, company_group, date, and counts of populated vs required fields. Can you check which row IDs are duplicated and show me the frequency breakdown by company group?”
Data pipeline completeness validation
“Before we load this company completeness dataset into our warehouse, can you run a duplicate key report and category frequency count on it? I have up to 200 rows with row_id, company_group, date, populated_fields, and required_fields.”
Monthly company data quality review
“For our monthly data quality review, can you analyze these company record completeness rows — flagging any duplicate row IDs and tallying how many records fall into each company group category?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-057?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key audit and category frequency analysis on company record completeness data (populated_fields, required_fields) in a single low-cost call. Ideal for data quality checks on batches up to 200 rows without needing live external data lookups or enrichment.
Side effects
- Fewer than 1 row supplied — minimum 1 row required
- More than 200 rows supplied — exceeds maxItems limit
- Missing required fields (row_id, company_group, date, populated_fields, or required_fields) on any row
- Invalid date format — must match YYYY-MM-DD pattern
- populated_fields or required_fields values outside allowed numeric range
- row_id exceeds 80 character maxLength
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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