{"uid":"cap_icJOWVI_pXVTBLDHzvDCv","slug":"business-directory-coverage-analyzer-record-quality-audit-2ec0fd28","name":"Business Directory Coverage Analyzer — Record Quality Audit, Deduplication & Numeric Distribution","description":"Business directory coverage — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied business directory coverage records (listed_entities, verified_entities). 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-14-210?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","listed_entities","verified_entities"],"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},"listed_entities":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"verified_entities":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","listed_entities":10,"verified_entities":1},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","listed_entities":20,"verified_entities":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","listed_entities":15,"verified_entities":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","listed_entities":30,"verified_entities":4}],"maxItems":200,"minItems":1},"field":{"enum":["listed_entities","verified_entities"],"type":"string","default":"listed_entities"}}},"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_v7TMY847MPVEKm172Tyau","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, exact row deduplication, and numeric distribution) on business directory coverage data (listed_entities, verified_entities) for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit, exact row deduplication, and numeric distribution analysis on my business directory coverage data? I have rows with company groups like 'group-a' and 'group-b', dates in 2026, and I want the analysis on the listed_entities field.","exampleUseCases":[{"title":"Pre-reporting data quality check","prompt":"Before I submit my quarterly directory report, can you audit these business directory coverage records for quality issues, find any exact duplicate rows, and show me the numeric distribution of listed_entities? I have about 50 rows across groups alpha, beta, and gamma from 2026-Q1."},{"title":"Verified entity count profiling","prompt":"I want to understand the spread of our verified_entities numbers across our business directory records — run deduplication and a numeric distribution report on these 120 rows so I can spot any anomalies before the board meeting."},{"title":"Multi-group directory deduplication","prompt":"We have business directory coverage records for company groups 'east-region' and 'west-region' from January through March 2026 — can you run all three reports (quality audit, exact deduplication, and distribution) on the listed_entities column so I know how clean the data is?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing, malformed, or incomplete fields; (2) an exact row deduplication report identifying identical rows; and (3) a numeric distribution summary (e.g. min, max, mean, percentiles) for the selected numeric field (listed_entities or verified_entities). All analysis is performed locally on the supplied data with no external lookups.","failureModes":["Rows array exceeds 200 items — request rejected or truncated","Missing required fields (row_id, company_group, date, listed_entities, verified_entities) cause validation errors","Invalid date format (non YYYY-MM-DD) triggers pattern validation failure","Numeric values outside allowed range (-1T to 1T) rejected","Empty rows array returns error","Invalid field enum value (not listed_entities or verified_entities) causes failure"],"whenToPreferThis":"Choose this endpoint when you need a quick, low-cost ($0.01 USDC) batch analysis of business directory coverage data covering three analytical angles at once — quality auditing, deduplication, and numeric distribution — without needing external data enrichment, live lookups, or predictive modeling. Ideal for pre-reporting data hygiene checks on datasets up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:35.764Z","isFirstParty":false,"canonicalSlug":"business-directory-coverage-analyzer-record-quality-audit-2ec0fd28"}