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Company Record Completeness — Duplicate Key Report & Date-by-Category Pivot
x402
Company Record Completeness — Duplicate Key Report & Date-by-Category Pivot is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).
Runs two local analytical reports (duplicate key detection and date-by-category pivot) on supplied company record completeness data with populated_fields and required_fields metrics, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Duplicate key report + Date by category pivot: Duplicate key report + Date by category pivot 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 independent reports: (1) a duplicate key report identifying rows sharing the same key values within the supplied dataset, and (2) a date-by-category pivot table cross-tabulating the selected field (populated_fields or required_fields) by date and company_group — all computed locally on up to 200 supplied rows with no external lookups.
Example use cases
Audit CRM data for duplicate record keys
“I've exported our CRM completeness log — about 120 rows with company_group, date, row_id, populated_fields, and required_fields. Can you run a duplicate key check on those rows and also give me a pivot of populated_fields broken down by date and company group?”
Track data completeness trends by business unit
“Here are 80 rows of our weekly company record completeness snapshots across three business units. Please give me a date-by-category pivot on required_fields and flag any duplicate row IDs in the dataset.”
Validate data pipeline output before reporting
“Our ETL pipeline just exported 200 rows of company completeness records — I need to check for any duplicate row_id keys and see a pivot of populated_fields by date and company_group before I send this to leadership.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-068?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of company record completeness data and need both a duplicate key audit and a date-by-category pivot in a single low-cost call ($0.01 USDC). Ideal for data quality checks on CRM exports, ETL pipeline outputs, or compliance datasets where no external enrichment or live lookup is needed — just fast, local analytical computation on your supplied data.
Side effects
- Input array exceeds 200 rows — request will be rejected or truncated
- Missing required fields (row_id, company_group, date, populated_fields, required_fields) causes validation error
- Invalid date format (must match YYYY-MM-DD pattern) causes schema rejection
- Null numeric values for populated_fields or required_fields may affect pivot accuracy
- Empty rows array returns error (minItems: 1)
- Invalid field enum value (must be 'populated_fields' or 'required_fields') causes rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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