{"uid":"cap__iMsA1ecrhIZpuJfM1p9v","slug":"company-record-completeness-record-quality-audit-string-normalisation-674226a3","name":"Company Record Completeness — Record Quality Audit + String Normalisation + Duplicate Key Report","description":"Company record completeness — Record quality audit + String normalisation + Duplicate key report: Record quality audit + String normalisation + Duplicate key report 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-01-192?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_ip8ezkuKpH1fNId0zxNZn","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":"Performs three analytical reports on supplied company record completeness data: a record quality audit, string normalisation, and duplicate key detection — all using local engines with no external lookups.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and duplicate key report on these company completeness records? I have rows for group-a and group-b with dates from 2026-10-01 to 2026-10-04, each with populated_fields and required_fields counts — up to 200 rows total.","exampleUseCases":[{"title":"CRM data quality audit","prompt":"I've got a list of up to 150 company records from our CRM, each with a row ID, company group, date, and counts of populated versus required fields. Can you run a quality audit, string normalisation, and duplicate key check on all of them so I can see where our data is incomplete or duplicated?"},{"title":"Duplicate company group detection","prompt":"We've been merging data from two systems and I suspect we have duplicate company group keys. Can you take these 80 rows of company completeness data — with row IDs, dates, populated_fields, and required_fields — and give me a duplicate key report alongside a quality audit?"},{"title":"Batch record normalisation before ETL","prompt":"Before we load our company records into the data warehouse, I need to normalise the strings and flag any quality issues. Here are 200 rows with company_group names, dates, and field counts — can you run the string normalisation and record quality audit reports?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit identifying issues in the supplied rows, (2) a string normalisation report standardising company group and other string fields, and (3) a duplicate key report flagging rows with repeated identifiers — all computed locally from the supplied data without any external lookups.","failureModes":["More than 200 rows supplied — request exceeds maximum batch size","Missing required fields (row_id, company_group, date, populated_fields, required_fields) on any row causes validation failure","Invalid date format (not YYYY-MM-DD) triggers schema rejection","populated_fields or required_fields values outside allowed numeric range cause rejection","Empty rows array returns an error"],"whenToPreferThis":"Choose this endpoint when you need three simultaneous data-quality reports (quality audit, string normalisation, duplicate key detection) on a batch of company completeness records in a single $0.01 call, without needing live data lookups, predictions, or external integrations. Ideal for pre-ETL validation, CRM hygiene checks, and data governance audits on up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:00.708Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-record-quality-audit-string-normalisation-674226a3"}