{"uid":"cap_Fw2OxVDhpNE5XM6eBKoQN","slug":"company-record-completeness-record-quality-audit-duplicate-key-report-5d14d166","name":"Company Record Completeness — Record Quality Audit & Duplicate Key Report","description":"Company record completeness — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report for supplied company record completeness records (populated_fields, required_fields). 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-01-003?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","populated_fields","required_fields"],"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},"required_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"populated_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","required_fields":1,"populated_fields":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","required_fields":2,"populated_fields":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","required_fields":3,"populated_fields":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","required_fields":4,"populated_fields":30}],"maxItems":200,"minItems":1}}},"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_yl30bMUX2CJrJsAx-no-V","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":"Audits up to 200 company completeness records for data quality issues and duplicate keys, producing two independent analytical reports from supplied data.","exampleAgentPrompt":"Can you run a record quality audit and duplicate key check on these company completeness records? I have up to 50 rows with fields like row_id, company_group, date, populated_fields, and required_fields — I want to spot bad data and any duplicate keys across the dataset.","exampleUseCases":[{"title":"Pre-migration CRM data quality check","prompt":"Before we migrate our CRM data, can you audit these 120 company records for quality issues and duplicate keys? Each row has a row_id, company_group, date, and counts of populated vs required fields — flag anything suspicious."},{"title":"Weekly data hygiene review for sales ops","prompt":"Run the record quality audit and duplicate key report on this week's batch of 80 company completeness records across our group-a and group-b segments — I want to catch any rows with bad data or duplicate IDs before they go to the dashboard."},{"title":"Post-ingestion completeness validation","prompt":"We just ingested a new batch of 200 company records from our data pipeline. Can you check them for record quality problems and duplicate row keys using the populated_fields and required_fields counts we track?"}],"resultDescription":"Two independent analytical reports: (1) a record quality audit identifying data issues such as missing or anomalous populated_fields vs required_fields values, and (2) a duplicate key report flagging rows with repeated row_id or key field combinations — all computed locally against the supplied data, no external lookups.","failureModes":["Rows array is empty or exceeds 200 items — request rejected","Missing required fields (row_id, company_group, date, populated_fields, required_fields) on any row — validation error","Date field does not match YYYY-MM-DD pattern — schema rejection","populated_fields or required_fields values outside allowed numeric range — validation error","Malformed JSON body — parse error"],"whenToPreferThis":"Choose this endpoint when you need a quick, self-contained data quality and deduplication check on company completeness records (populated vs required fields) without any external data enrichment or live lookups. It's ideal for pre-migration validation, periodic data hygiene reviews, or pipeline QA where you have up to 200 rows and want two structured reports at minimal cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:52.864Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-record-quality-audit-duplicate-key-report-5d14d166"}