{"uid":"cap_fk044-nu17UQjy0ErmiA1","slug":"company-record-completeness-record-quality-audit-exact-row-f4072878","name":"Company Record Completeness — Record Quality Audit + Exact Row Deduplication + Category Frequencies","description":"Company record completeness — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies 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-01-212?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_gUVhZoQW_N3GqIPUOEn8s","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 offline analytical reports on company record completeness data: a record quality audit, exact row deduplication, and category frequency analysis — all within a single API call for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit, exact deduplication check, and category frequency breakdown on these company completeness records — I have up to 50 rows with fields like row_id, company_group, date, populated_fields, and required_fields?","exampleUseCases":[{"title":"CRM data quality audit","prompt":"I have 80 rows of company CRM records with row_id, company_group, date, populated_fields, and required_fields — can you audit their quality, find any exact duplicate rows, and give me frequency counts by company group all at once?"},{"title":"Identifying incomplete records by group","prompt":"Can you analyze these 120 company completeness records and tell me which company groups have the most incomplete fields, flag any duplicates, and show category frequencies? Each row has a date, row_id, company_group, populated_fields, and required_fields."},{"title":"Pre-migration data cleanup report","prompt":"Before we migrate our company database, can you run a three-part check on our 200 company records — a quality audit, exact deduplication, and category frequency summary — using populated_fields and required_fields as the completeness indicators?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit covering completeness metrics per row based on populated vs required fields, (2) an exact row deduplication report identifying identical records, and (3) a category frequency breakdown showing distribution across company_group values — all computed locally from the supplied rows with no external lookups.","failureModes":["Fewer than 1 row or more than 200 rows causes a validation error","Missing required fields (row_id, company_group, date, populated_fields, required_fields) on any row causes rejection","Date fields not matching YYYY-MM-DD format are rejected","row_id values exceeding 80 characters are rejected","Null values in populated_fields or required_fields may affect completeness calculations","Payment of 0.01 USDC not supplied or rejected causes 402 error"],"whenToPreferThis":"Choose this endpoint when you need three simultaneous offline analytical reports — quality audit, deduplication, and category frequencies — on company record completeness data in a single cost-effective call. It is ideal when you have structured row data with populated_fields and required_fields metrics and want batch analysis without any external lookups or live data dependencies. Prefer alternatives if you need time-series trending, predictive scoring, or integration with live CRM systems.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:58.065Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-record-quality-audit-exact-row-f4072878"}