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Job Listing Inventories — Record Quality Audit + Duplicate Key Report
x402
Job Listing Inventories — 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 record quality and identifies duplicate keys in job listing inventory data (listing_count, duplicate_listings) across up to 200 rows, returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report for supplied job listing inventories records (listing_count, duplicate_listings). 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 reports: (1) a record quality audit summarizing issues such as missing values, out-of-range fields, and malformed data across up to 200 rows; and (2) a duplicate key report identifying rows that share the same key fields, covering the listing_count and duplicate_listings metrics by company_group and date.
Example use cases
Weekly job listing data quality check
“I have this week's job listing inventory data for two company groups — 'TechCorp' and 'RetailGroup' — with dates, listing counts, and duplicate listing numbers for each day. Can you audit the records for quality issues and flag any duplicate keys across all 50 rows?”
Pre-analysis deduplication audit for recruiting team
“Before our recruiting team runs their analysis, I need a record quality audit and a duplicate key report on our job listing inventory — 120 rows covering three company groups from January through March 2026. Can you run both reports?”
Spot-check job listing data from third-party vendor
“We received job listing inventory data from a vendor — 80 rows with listing counts and duplicate listing fields by company group and date. Can you audit the record quality and check for any duplicate keys so we know if the data is clean before we import it?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-003?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a record quality audit and a duplicate key report on job listing inventory data in a single call. It is ideal for pre-processing checks on supplied datasets of up to 200 rows before downstream analysis, without requiring any live lookup or external data enrichment. It is purpose-built for job listing fields (listing_count, duplicate_listings) organized by company_group and date.
Side effects
- Empty rows array or rows array exceeding 200 items rejected
- Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) cause validation errors
- Malformed date strings not matching YYYY-MM-DD pattern rejected
- Numeric values outside allowed range cause schema rejection
- Non-object row entries rejected due to additionalProperties:false constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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