{"uid":"cap_pbpqMGQoDtcR3bIbeYMyz","slug":"company-record-completeness-analyzer-quality-audit-string-8a61bbea","name":"Company Record Completeness Analyzer — Quality Audit, String Normalisation & Trailing Mean Series","description":"Company record completeness — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + Trailing mean series 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-01-199?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_P7RMaAanCoqle6K8jmgL-","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 (populated_fields, required_fields): a record quality audit, string normalisation, and trailing mean series — for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and trailing mean series (window of 7) on my company completeness data for groups 'alpha' and 'beta' across October 2026, checking the populated_fields metric — I have about 50 rows to analyse?","exampleUseCases":[{"title":"CRM data completeness audit","prompt":"I have 120 rows of CRM company records with populated_fields and required_fields values by date and company group — can you run a full record quality audit plus string normalisation and a trailing mean series with a window of 5 on the populated_fields column?"},{"title":"Monthly completeness trend for company groups","prompt":"Run a trailing mean series with window size 10 on required_fields for my 80 company records from Q3 2026, grouped by 'enterprise' and 'SMB', so I can see how field completeness is trending month over month."},{"title":"Identify normalisation issues in company data","prompt":"I've got a dataset of 30 company records with dates, group labels, and populated vs required field counts — please run the string normalisation and record quality audit reports so I can spot any messy or inconsistent entries."}],"resultDescription":"Returns three independent analytical reports generated locally from the supplied rows: (1) a record quality audit highlighting completeness issues, (2) a string normalisation report cleaning and standardising field values, and (3) a trailing mean series for the selected numeric field (populated_fields or required_fields) over the specified rolling window. No external lookups or predictions are made.","failureModes":["Fewer than 1 row or more than 200 rows supplied — validation error","Missing required fields (row_id, company_group, date, populated_fields, required_fields) on any row — schema error","Invalid date format (not YYYY-MM-DD) — pattern validation failure","Window size outside 2–200 range — validation error","Numeric field values outside allowed range — validation error","Unrecognised field enum value — validation error"],"whenToPreferThis":"Choose this endpoint when you need fast, local analytical processing of company record completeness data without any external API calls or predictions — specifically when you want all three reports (quality audit, string normalisation, trailing mean) in a single $0.01 call for up to 200 rows. Ideal for CRM data hygiene workflows, completeness monitoring pipelines, or batch data quality checks on company group records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:53.242Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-analyzer-quality-audit-string-8a61bbea"}