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Company Headcount Observations — Record Quality Audit + Duplicate Key Report
x402
Company Headcount Observations — 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 2026-10-19).
Runs two analytical reports (record quality audit and duplicate key detection) on up to 200 rows of company headcount observation data containing headcount and open_roles fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report for supplied company headcount observations records (headcount, open_roles). 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 flagging rows with missing, null, malformed, or out-of-range values in headcount and open_roles fields; and (2) a duplicate key report identifying rows sharing the same key combinations (e.g. company_group + date). No external lookups or predictions are made — all analysis is performed locally on the supplied data.
Example use cases
HR data pipeline quality gate
“Before we load this month's headcount snapshots into our warehouse, can you audit these 120 rows of company headcount data — one row per company_group and date — for record quality issues and any duplicate row_id or company-date key combinations?”
Workforce analytics data cleanup
“I've got a CSV of headcount observations for our portfolio companies with columns for row_id, company_group, date, headcount, and open_roles — can you run both a record quality audit and a duplicate key report so I know which rows to fix before analysis?”
Recruiting data integrity check
“We just merged headcount and open_roles data from two systems and I'm worried about duplicates — can you check these 80 rows for duplicate keys and flag any records with quality problems like missing or out-of-range values?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-003?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, low-cost ($0.01 USDC) dual-report quality check on company headcount observation data — specifically when you want both a record-level quality audit AND a duplicate key detection pass in a single call, without needing live external lookups, predictions, or human review. Ideal for data pipeline pre-load validation or ad-hoc data hygiene checks on batches up to 200 rows.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, company_group, date, headcount, or open_roles) causes row-level errors
- Invalid date format (not YYYY-MM-DD) triggers validation failure
- Empty rows array returns an error
- Payment not completed via x402 protocol results in 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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