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Company Headcount Observations — Record Quality Audit + Numeric Row Ordering
x402
Company Headcount Observations — Record Quality Audit + Numeric Row Ordering 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).
Runs two offline analytical reports on company headcount data: a record quality audit and a numeric row ordering, for up to 200 rows across headcount and open_roles fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Record quality audit + Numeric row ordering: Record quality audit + Numeric row ordering 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
Returns two independent reports: (1) a record quality audit identifying data issues, missing values, or anomalies in the supplied headcount/open_roles rows, and (2) a numeric row ordering ranking the rows by the selected numeric field (headcount or open_roles). No external lookups or predictions are made — all analysis is performed locally on the supplied data.
Example use cases
HR data quality check before reporting
“I have a batch of 80 company headcount observations with dates, company groups, headcount counts, and open roles — can you run a record quality audit on them and flag any problematic rows before I include them in the quarterly workforce report?”
Rank companies by open roles count
“I've got a dataset of headcount observations across several company groups and I want to numerically order the rows by open_roles so I can see which groups have the most vacancies — can you produce that ordered ranking?”
Validate headcount data before ETL pipeline
“Before I load these 150 headcount observation records into our data warehouse, can you run a quality audit on them and also give me a numeric ordering by headcount so I can catch any data integrity issues early?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-007?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need two simultaneous offline analytical reports — a quality audit and a numeric ordering — on company headcount or open_roles data without any external lookups, live data, or predictions. It is ideal for pre-pipeline data validation and ranking of workforce observations across multiple company groups for up to 200 rows at a low flat cost of $0.01 USDC per call.
Side effects
- Fewer than 1 or more than 200 rows supplied — request rejected
- Missing required fields (row_id, company_group, date, headcount, open_roles) in any row — validation error
- Date fields not matching YYYY-MM-DD pattern — schema validation failure
- Invalid field enum value (must be 'headcount' or 'open_roles') — error response
- All rows have null numeric values — ordering report may be empty or trivial
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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