{"uid":"cap_BfeDhxjbpp1xnL5-I_xhe","slug":"business-directory-coverage-record-quality-audit-exact-row-45c50ff0","name":"Business Directory Coverage — Record Quality Audit + Exact Row Deduplication + Grouped Numeric Summary","description":"Business directory coverage — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary 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-14-211?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_ocGwsPWsgX8Y28dDyt2X1","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":"Analyzes up to 200 business directory coverage rows, producing three reports: a record quality audit, exact row deduplication, and a grouped numeric summary of listed_entities and verified_entities fields.","exampleAgentPrompt":"Can you run a record quality audit, deduplicate exact rows, and give me a grouped numeric summary for my business directory coverage data? Here are my rows with company_group, date, listed_entities, and verified_entities — focus the numeric summary on the listed_entities field.","exampleUseCases":[{"title":"Auditing franchise directory data quality","prompt":"I have 150 rows of business directory coverage records with company_group, date, listed_entities, and verified_entities. Can you run a full record quality audit on them, flag any exact duplicates, and give me a grouped numeric summary broken down by company group for the listed_entities field?"},{"title":"Deduplicating multi-source listing imports","prompt":"We merged directory exports from two sources and ended up with possible duplicate rows. Can you deduplicate the exact matches across my 80 business directory coverage records and also audit the record quality so I know what's usable?"},{"title":"Summarizing verified entity counts by group","prompt":"I need a grouped numeric summary of verified_entities across my business directory coverage dataset — it has about 60 rows across four company groups with dates ranging through Q4 2026. Also flag any quality issues in the records while you're at it."}],"resultDescription":"Three structured reports per call: (1) a record quality audit flagging nulls, malformed dates, and field issues; (2) an exact row deduplication report identifying and collapsing duplicate records; (3) a grouped numeric summary aggregating the selected numeric field (listed_entities or verified_entities) by company_group. All analysis is performed locally on the supplied rows with no external lookups.","failureModes":["More than 200 rows submitted — exceeds batch limit, request rejected","Missing required fields (row_id, date, company_group, listed_entities, or verified_entities) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Numeric values outside allowed range (±1,000,000,000,000) — schema rejection","Empty rows array — minimum 1 item required","Invalid field enum value (must be listed_entities or verified_entities) — rejected"],"whenToPreferThis":"Choose this endpoint when you have up to 200 business directory coverage records and need three analytical reports in a single low-cost call: data quality auditing, exact deduplication, and grouped numeric aggregation. It is ideal for batch preprocessing of directory data before further analysis, and is cost-effective at $0.01 USDC for all three reports. Do not use if you need live lookups, predictive analytics, external data enrichment, or more than 200 rows per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:34.146Z","isFirstParty":false,"canonicalSlug":"business-directory-coverage-record-quality-audit-exact-row-45c50ff0"}