{"uid":"cap_b_HdLzGqQMxQZ2VYniLFl","slug":"job-listing-inventories-record-quality-audit-keyed-dataset-comparison-3ba67c67","name":"Job Listing Inventories — Record Quality Audit & Keyed Dataset Comparison","description":"Job listing inventories — Record quality audit + Keyed dataset comparison: Record quality audit + Keyed dataset comparison 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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-13-018?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","listing_count","duplicate_listings"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"listing_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duplicate_listings":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","listing_count":10,"duplicate_listings":1},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","listing_count":20,"duplicate_listings":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","listing_count":15,"duplicate_listings":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","listing_count":30,"duplicate_listings":4}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","listing_count","duplicate_listings"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"listing_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duplicate_listings":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","listing_count":10,"duplicate_listings":1},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","listing_count":21,"duplicate_listings":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","listing_count":17,"duplicate_listings":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","listing_count":33,"duplicate_listings":4}],"maxItems":200,"minItems":0}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_MOiTX2ZokmAPwQuGvU7n_","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Runs two analytical reports on supplied job listing inventory data: a record quality audit and a keyed dataset comparison between two sets of rows (up to 200 rows each).","exampleAgentPrompt":"Can you audit the quality of my job listing inventory records and compare them against a second dataset? I have two sets of rows with fields like row_id, company_group, date, listing_count, and duplicate_listings — up to 200 rows each — and I need both a record quality audit and a keyed comparison report.","exampleUseCases":[{"title":"Duplicate listing detection across company groups","prompt":"I have a batch of job listing inventory records with listing_count and duplicate_listings for several company groups over the past month — can you run a record quality audit on them to flag any rows with suspicious or invalid values?"},{"title":"Before-and-after snapshot comparison","prompt":"We updated our job listing pipeline last week and I want to compare the old and new inventory snapshots row by row. Can you do a keyed dataset comparison on these two sets of records — same row_ids, same fields — and tell me what changed?"},{"title":"Multi-group data integrity validation","prompt":"I'm reconciling job listing data across group-a and group-b for Q4. Can you validate both datasets for record quality issues and compare them against each other to find any discrepancies in listing_count or duplicate_listings?"}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit identifying issues such as null values, out-of-range numbers, or anomalous duplicate_listing counts across the supplied rows, and (2) a keyed dataset comparison report showing row-level differences between the two supplied datasets, matched by row_id. No external data is fetched; all analysis is performed locally on the submitted rows.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) — validation error","Malformed date strings not matching YYYY-MM-DD pattern — schema rejection","Empty rows array — request fails with minimum item constraint","row_id values not matching between primary and comparison datasets — keyed comparison may produce unmatched row warnings"],"whenToPreferThis":"Choose this endpoint when you need to programmatically audit job listing inventory data for record quality issues AND compare two keyed datasets in a single API call at low cost ($0.01 USDC). It is best suited for batch offline analysis of up to 200 rows of structured job listing data with fields like listing_count and duplicate_listings. It does not perform live lookups, predictions, or external data enrichment — prefer it for pure data validation and diff-style comparison workflows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:08.859Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-keyed-dataset-comparison-3ba67c67"}