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Company Record Completeness — Duplicate Key Report + Grouped Numeric Summary
x402
Company Record Completeness — Duplicate Key Report + Grouped Numeric Summary 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).
Analyzes up to 200 company record completeness rows to produce a duplicate key report and a grouped numeric summary for populated_fields or required_fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary 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 analytical reports: (1) a duplicate key report identifying any row_ids that appear more than once in the supplied dataset, and (2) a grouped numeric summary aggregating the selected field (populated_fields or required_fields) by company_group, covering up to 200 input rows.
Example use cases
Auditing CRM upload for duplicates
“I just exported 120 company completeness records from our CRM — can you check them for duplicate row IDs and summarize the populated_fields totals grouped by company_group?”
Validating data pipeline completeness
“Here are 80 rows from our data pipeline with row_id, date, company_group, populated_fields, and required_fields — run a duplicate key check and give me a grouped numeric summary of required_fields by company group.”
Comparing field coverage across business units
“I have completeness records for 4 company groups across 200 rows and want to see if there are any duplicate row IDs, plus a breakdown of how populated_fields are distributed per group — can you run both reports?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-056?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key check and a grouped numeric summary for company record completeness data in a single low-cost call. It is ideal for data quality audits of CRM exports, pipeline validation, or completeness reporting across company groups — when you already have the data locally and only need local analytical computation rather than live lookups or external enrichment.
Side effects
- Input array is empty or exceeds 200 rows — validation error returned
- row_id missing or exceeds 80 characters — schema validation failure
- date field does not match YYYY-MM-DD pattern — rejection with format error
- populated_fields or required_fields values outside allowed numeric range — validation error
- field enum value not 'populated_fields' or 'required_fields' — rejected with enum error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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