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Recruitment Funnel Record Quality Audit
x402
Recruitment Funnel Record Quality Audit 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 recruitment funnel records for data quality issues, detecting anomalies, nulls, and consistency problems across application and interview metrics.
Price / call$0.01
Success—
StatusUnknown
How this service works
Recruitment funnel - Record quality audit: Record quality audit for Recruitment funnel. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded record quality audit deliverable.
Output
A bounded record quality audit deliverable: a structured report identifying which of the submitted recruitment funnel rows have data quality issues such as null values, out-of-range numbers, missing required fields, or inconsistencies between applications and interview counts, delivered per-row with quality indicators.
Example use cases
Pre-analysis data validation for HR team
“Before I hand off this month's recruitment data to the analytics team, can you audit these 50 records from our LinkedIn and Indeed sources — dates run from 2026-09-01 to 2026-09-30 — and flag any rows with null interview counts or suspicious application numbers?”
Pipeline health check across hiring sources
“I have recruitment funnel data from three sourcing channels — referral, job-board, and agency — with daily rows through Q3 2026. Can you do a quality audit and tell me which rows have data integrity issues I should fix before building my funnel report?”
Automated data quality gate before dashboard refresh
“Every Monday I load fresh recruitment records into our dashboard. Can you audit this week's batch of 120 rows — each has a row ID, source, date, application count, and interview count — and give me a report of any records that would fail a quality check?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-analytics-recruitment-funnel-quality?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, low-cost ($0.01) local quality audit of recruitment funnel records — specifically application and interview counts by source and date — without requiring external enrichment or predictive modeling. Ideal as a pre-processing gate before analytics pipelines or dashboard refreshes, when you have up to 200 structured rows and need per-record quality flags rather than aggregate statistics.
Side effects
- Empty rows array or missing required fields (row_id, source, date, applications, interviews) returns validation error
- Date strings not matching YYYY-MM-DD pattern are rejected
- Submitting more than 200 rows exceeds the maxItems limit and returns an error
- Numeric values outside the allowed range (-1e12 to 1e12) are rejected
- Malformed JSON body returns a 400-level error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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