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Job Listing Inventories — Record Quality Audit & Grouped Numeric Summary
x402
Job Listing Inventories — Record Quality Audit & Grouped Numeric Summary 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 local analytical reports on job listing inventory data: a record quality audit and a grouped numeric summary, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary 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
Returns two analytical reports: (1) a record quality audit identifying issues such as missing values, malformed fields, or anomalies per row, and (2) a grouped numeric summary aggregating the selected numeric field (listing_count or duplicate_listings) by company_group. All computation is local with no external lookups.
Example use cases
Auditing job board data quality
“I have a batch of 150 job listing inventory records from our job board with company_group, date, listing_count, and duplicate_listings — can you run a record quality audit and a grouped numeric summary on them using the listing_count field so I can spot bad data?”
Summarizing duplicate listings by company
“Can you analyze my job listing inventory dataset — about 80 rows with company groups and dates — and give me a grouped numeric summary of duplicate_listings broken down by company_group, plus flag any quality issues in the records?”
Monthly listing inventory review
“I need to review our monthly job listing inventory. Here are 200 rows with listing_count and duplicate_listings per company_group and date — please run both a quality audit and a grouped summary report on the listing_count field.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-005?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, low-cost ($0.01 USDC) dual-report analysis on job listing inventory data — specifically a record quality audit paired with a grouped numeric summary — without requiring live data lookups, predictions, or external integrations. Ideal for batch validation of up to 200 rows of job listing records by company group and date.
Side effects
- More than 200 rows submitted — request rejected or truncated
- Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) cause row-level errors
- Invalid date format (non YYYY-MM-DD) triggers validation failure
- Null or out-of-range numeric values may appear as flagged in quality audit
- Payment not included or insufficient USDC causes 402 rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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