{"uid":"cap_8A3DdwiWR-uCbjRxsIYAu","slug":"company-record-completeness-analyzer-quality-audit-string-37c21cf2","name":"Company Record Completeness Analyzer — Quality Audit, String Normalisation & Category Frequencies","description":"Company record completeness — Record quality audit + String normalisation + Category frequencies: Record quality audit + String normalisation + 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-01-195?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_98QLDGludSysXINZ50cVJ","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 analytical reports (record quality audit, string normalisation, and category frequency analysis) on batches of up to 200 company record completeness rows using local engines — no external lookups.","exampleAgentPrompt":"Can you run a completeness quality audit on my company records — I have up to 50 rows with fields like company_group, date, populated_fields, and required_fields — and give me the string normalisation and category frequency reports too?","exampleUseCases":[{"title":"CRM data quality review","prompt":"I've exported our CRM company records with columns for company_group, date, populated_fields, and required_fields — can you audit the record quality, normalize the group name strings, and show me category frequency breakdowns for all 120 rows?"},{"title":"Onboarding completeness check","prompt":"We're onboarding new companies and I need to check how complete their records are. Here are 80 rows with populated_fields and required_fields counts by group and date — please run the quality audit and tell me which groups have the worst completeness rates."},{"title":"Monthly data hygiene report","prompt":"At the end of every month I want to see a string normalisation pass and category frequency summary for our company record data — I have 150 rows from October with company_group, date, populated_fields, and required_fields. Can you generate all three reports?"}],"resultDescription":"Returns three independent analytical reports for the submitted rows: (1) a record quality audit flagging anomalies and completeness issues, (2) a string normalisation report standardising company group names, and (3) a category frequency table summarising how often each company group appears and field population rates — all computed locally without external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, company_group, date, populated_fields, required_fields) causes row rejection","Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure","populated_fields or required_fields values outside the numeric range cause schema rejection","Empty rows array is rejected by minItems:1 constraint"],"whenToPreferThis":"Choose this endpoint when you need offline, local-engine analysis of company record completeness data in batch (up to 200 rows) and want three reports in a single $0.01 call — ideal for data hygiene pipelines, CRM audits, or periodic completeness monitoring where no live lookups or external enrichment are required.","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":"company-record-completeness-analyzer-quality-audit-string-37c21cf2"}