{"uid":"cap_4xOi4nBBdAOBTCgannmOv","slug":"company-record-completeness-record-quality-audit-string-normalisation-5af41372","name":"Company Record Completeness — Record Quality Audit + String Normalisation + Date by Category Pivot","description":"Company record completeness — Record quality audit + String normalisation + Date by category pivot: Record quality audit + String normalisation + Date by category pivot 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-01-206?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_HkZ63v1U2I0kKQPPXEXQp","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 (record quality audit, string normalisation, and date-by-category pivot) on up to 200 company record completeness rows containing populated_fields and required_fields data.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and date-by-category pivot on these company completeness records — I have 4 rows with company_group, date, populated_fields, and required_fields — and report on the populated_fields field?","exampleUseCases":[{"title":"CRM data quality audit for sales team","prompt":"I've got a batch of 50 company CRM records with populated_fields and required_fields counts per group and date — can you run a record quality audit and string normalisation on them so I can see which company groups have the worst data completeness?"},{"title":"Monthly completeness pivot by business unit","prompt":"Here are 120 rows of company record completeness data across several business units, each with a date and populated vs required field counts. Can you pivot them by date and category so I can see how completeness trends over the month?"},{"title":"Pre-migration data normalisation check","prompt":"Before we migrate our company database, I need to normalise the string values and audit the record quality for around 80 rows of company completeness data — each row has a company_group, date, populated_fields, and required_fields. Can you run all three reports on the required_fields column?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging completeness issues and anomalies in the supplied rows, (2) a string normalisation report cleaning and standardising text values such as company_group names, and (3) a date-by-category pivot summarising the chosen numeric field (populated_fields or required_fields) broken down by date and company group. All processing is local with no external lookups.","failureModes":["More than 200 rows submitted — exceeds maximum batch size","Missing required fields (row_id, company_group, date, populated_fields, required_fields) causes validation error","Invalid date format (not YYYY-MM-DD) triggers schema rejection","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) rejected","Invalid field enum value (must be 'populated_fields' or 'required_fields')","Empty rows array rejected — minimum 1 row required"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical passes — quality audit, string normalisation, and date pivot — on a batch of up to 200 company record completeness rows in a single $0.01 call. It is ideal for offline or pre-migration data hygiene workflows where no live lookup or external enrichment is needed and you want cost-efficient batch analysis of populated_fields vs required_fields ratios across company groups and dates.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:34.142Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-record-quality-audit-string-normalisation-5af41372"}