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Job Listing Inventories — Record Quality Audit + Exact Row Deduplication + Duplicate Key Report
x402
Job Listing Inventories — Record Quality Audit + Exact Row Deduplication + 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 2026-10-16).
Audits record quality, deduplicates exact rows, and generates a duplicate key report for job listing inventory data (listing_count, duplicate_listings) — up to 200 rows, 3 analytical reports per call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied job listing inventories records (listing_count, duplicate_listings). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Returns three independent analytical reports: (1) a record quality audit identifying data issues across the submitted rows, (2) an exact row deduplication report listing which rows are identical and a deduplicated dataset, and (3) a duplicate key report identifying rows sharing the same key fields. All reports are generated locally from the supplied data with no external lookups.
Example use cases
Weekly job listing data cleanup
“I have this week's job listing inventory export — can you run a record quality audit, find and remove any exact duplicate rows, and tell me which keys are duplicated? Here's the data: row-1, group-a, 2026-10-01, listing_count 50, duplicate_listings 3; row-2, group-b, 2026-10-02, listing_count 75, duplicate_listings 5; row-3, group-a, 2026-10-01, listing_count 50, duplicate_listings 3.”
Multi-company hiring inventory deduplication
“Our recruiting team pulled job listing counts across several company groups and we suspect there are duplicates. Can you audit the record quality, deduplicate any exact rows, and give us a duplicate key report for these 10 rows of listing_count and duplicate_listings data by date and company_group?”
Pre-analysis data validation for job postings
“Before I run analysis on this job listing dataset, can you check it for record quality problems, strip out any exactly duplicated rows, and flag which row IDs appear more than once? The dataset has about 150 rows with listing_count and duplicate_listings fields per company group and date.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-209?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need all three data quality operations — record quality audit, exact row deduplication, and duplicate key reporting — on job listing inventory data in a single low-cost call. It is ideal for pre-analysis data cleaning pipelines, scheduled data quality checks on hiring inventory exports, or validating ETL outputs for job listing counts. It works entirely on supplied data with no external dependencies, making it fast and deterministic.
Side effects
- Submission exceeds 200 rows — request rejected or truncated
- 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
- Null or out-of-range numeric values for listing_count or duplicate_listings may cause report anomalies
- Payment failure via x402 protocol prevents report generation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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