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Company Record Completeness — Record Quality Audit & Duplicate Key Report
x402
Company Record Completeness — Record Quality Audit & Duplicate Key Report 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).
Audits up to 200 company completeness records for data quality issues and duplicate keys, producing two independent analytical reports from supplied data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report 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
Two independent analytical reports: (1) a record quality audit identifying data issues such as missing or anomalous populated_fields vs required_fields values, and (2) a duplicate key report flagging rows with repeated row_id or key field combinations — all computed locally against the supplied data, no external lookups.
Example use cases
Pre-migration CRM data quality check
“Before we migrate our CRM data, can you audit these 120 company records for quality issues and duplicate keys? Each row has a row_id, company_group, date, and counts of populated vs required fields — flag anything suspicious.”
Weekly data hygiene review for sales ops
“Run the record quality audit and duplicate key report on this week's batch of 80 company completeness records across our group-a and group-b segments — I want to catch any rows with bad data or duplicate IDs before they go to the dashboard.”
Post-ingestion completeness validation
“We just ingested a new batch of 200 company records from our data pipeline. Can you check them for record quality problems and duplicate row keys using the populated_fields and required_fields counts we track?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-003?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, self-contained data quality and deduplication check on company completeness records (populated vs required fields) without any external data enrichment or live lookups. It's ideal for pre-migration validation, periodic data hygiene reviews, or pipeline QA where you have up to 200 rows and want two structured reports at minimal cost.
Side effects
- Rows array is empty or exceeds 200 items — request rejected
- Missing required fields (row_id, company_group, date, populated_fields, required_fields) on any row — validation error
- Date field does not match YYYY-MM-DD pattern — schema rejection
- populated_fields or required_fields values outside allowed numeric range — validation error
- Malformed JSON body — parse error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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