{"uid":"cap_4Tn_H7S0CJHtbNlkCYf6j","slug":"company-record-completeness-analyzer-quality-audit-deduplication-7896dde0","name":"Company Record Completeness Analyzer — Quality Audit, Deduplication & Numeric Distribution","description":"Company record completeness — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied company record completeness records (populated_fields, required_fields). 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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-01-210?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},"field":{"enum":["populated_fields","required_fields"],"type":"string","default":"populated_fields"}}},"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_6-BCpdYm6azfz2kZn3Hdp","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 three local analytical reports on company record completeness data: a record quality audit, exact row deduplication, and numeric distribution analysis for populated_fields and required_fields.","exampleAgentPrompt":"Can you run a record quality audit, exact deduplication check, and numeric distribution report on our company completeness data — I have up to 200 rows with fields like populated_fields and required_fields, grouped by company_group and date, and I want to analyze populated_fields?","exampleUseCases":[{"title":"CRM data completeness audit","prompt":"I have a batch of up to 150 company records from our CRM, each with a date, company_group, populated_fields count, and required_fields count — can you run all three reports (quality audit, deduplication, and numeric distribution) on them so I can see where our data has gaps or duplicates? Use populated_fields as the analysis field."},{"title":"MDM deduplication check for company groups","prompt":"We just exported 200 rows of company record completeness data with row IDs, dates, and group labels — please run the exact row deduplication report alongside a quality audit so we can clean up before loading into our master data system. Analyze required_fields."},{"title":"Quarterly record health summary","prompt":"Can you take our Q3 company completeness records — about 80 rows covering multiple company groups with populated_fields and required_fields values — and give me a quality audit plus numeric distribution on populated_fields so I can report on data health to the team?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit highlighting completeness issues or anomalies, (2) an exact row deduplication report identifying duplicate entries, and (3) a numeric distribution summary (e.g. min, max, mean, quartiles) for the selected numeric field (populated_fields or required_fields). All analysis is performed locally on the supplied data with no external lookups.","failureModes":["Input array is empty or exceeds 200 rows — validation error","Missing required row fields (row_id, date, populated_fields, required_fields) — schema validation failure","Date field does not match YYYY-MM-DD pattern — parse error","Numeric field values outside allowed range (-1T to 1T) — validation error","Invalid field enum value (not 'populated_fields' or 'required_fields') — rejected","Payment not included or insufficient — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need a quick, cost-effective batch audit of company record completeness data without any external API calls or live lookups. It is ideal for data engineering pipelines, CRM/MDM quality gates, or periodic data health checks where you need three reports (audit, dedup, distribution) in one call for up to 200 rows at minimal cost ($0.01 USDC).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:44:49.087Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-analyzer-quality-audit-deduplication-7896dde0"}