{"uid":"cap_dCOW_TsJIqbLVkpKkmsX4","slug":"customer-segment-observations-record-quality-audit-duplicate-key-report-c9cd1848","name":"Customer Segment Observations — Record Quality Audit + Duplicate Key Report","description":"Customer segment observations — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report for supplied customer segment observations records (account_count, revenue_amount). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-16-003?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","account_count","revenue_amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"account_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80},"revenue_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","account_count":10,"company_group":"group-a","revenue_amount":1},{"date":"2026-10-02","row_id":"row-2","account_count":20,"company_group":"group-b","revenue_amount":2},{"date":"2026-10-03","row_id":"row-3","account_count":15,"company_group":"group-a","revenue_amount":3},{"date":"2026-10-04","row_id":"row-4","account_count":30,"company_group":"group-b","revenue_amount":4}],"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_gQQ1svZ08Nw5cnXsRCKhA","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 two independent analytical reports (record quality audit and duplicate key detection) on up to 200 customer segment observation rows containing account_count and revenue_amount fields.","exampleAgentPrompt":"Can you run a record quality audit and duplicate key check on these 4 customer segment rows — row-1 for group-a on 2026-10-01 with account_count 10 and revenue_amount 1, row-2 for group-b on 2026-10-02 with account_count 20 and revenue_amount 2, row-3 for group-a on 2026-10-03 with account_count 15 and revenue_amount 3, row-4 for group-b on 2026-10-04 with account_count 30 and revenue_amount 4?","exampleUseCases":[{"title":"Pre-load data quality gate","prompt":"Before we ingest these 150 customer segment observations into our data warehouse, run a record quality audit and duplicate key check on them — the rows have row_id, company_group, date, account_count, and revenue_amount fields — I need to catch any nulls, out-of-range values, or duplicate keys first."},{"title":"Monthly segment report deduplication","prompt":"I've pulled our monthly customer segment report and I think there are duplicate entries for some company groups on the same dates. Can you run a duplicate key report on these 80 rows of account_count and revenue_amount observations so I can see exactly which row_ids are colliding?"},{"title":"CRM export integrity check","prompt":"We just exported customer segment data from our CRM — 200 rows with account counts and revenue amounts by company group and date — can you audit the record quality and flag any duplicates before we hand this off to the analytics team?"}],"resultDescription":"Returns two independent reports: (1) a record quality audit identifying issues such as nulls, out-of-range values, or malformed fields across the supplied rows; and (2) a duplicate key report listing any row_id, company_group, or date combinations that appear more than once in the submitted dataset. Both reports are computed locally with no external data lookups.","failureModes":["Submitting more than 200 rows returns a validation error","Missing required fields (row_id, company_group, date, account_count, revenue_amount) on any row causes rejection","Date fields not matching YYYY-MM-DD pattern fail schema validation","Numeric values outside ±1,000,000,000,000 range are rejected","Empty rows array (minItems:1 not met) returns an error"],"whenToPreferThis":"Choose this endpoint when you need two specific analytical passes — a record quality audit and a duplicate key report — on a batch of customer segment observations (up to 200 rows) with account_count and revenue_amount fields, all processed locally without any live lookups, predictions, or external actions. It is cost-effective at $0.01 USDC for both reports together and is ideal as a data validation gate before downstream ingestion or analysis.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T06:58:50.183Z","isFirstParty":false,"canonicalSlug":"customer-segment-observations-record-quality-audit-duplicate-key-report-c9cd1848"}