{"uid":"cap_Fxp8rY2Zv542shu59Vd2C","slug":"business-directory-coverage-record-quality-audit-string-normalisation-d2da943a","name":"Business Directory Coverage — Record Quality Audit + String Normalisation + Grouped Numeric Summary","description":"Business directory coverage — Record quality audit + String normalisation + Grouped numeric summary: Record quality audit + String normalisation + 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-14-194?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_VT_v9GXcQhMA2mNTDVrvo","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 (record quality audit, string normalisation, and grouped numeric summary) on up to 200 business directory coverage rows containing listed and verified entity counts.","exampleAgentPrompt":"Can you run all three reports — record quality audit, string normalisation, and grouped numeric summary — on my business directory coverage data? I have rows for group-a and group-b with listed_entities and verified_entities counts from October 2026, and I want to focus the numeric summary on the listed_entities field.","exampleUseCases":[{"title":"Auditing directory record completeness","prompt":"I have 150 rows of business directory coverage data with company groups, dates, and counts of listed and verified entities — can you run a record quality audit on them to flag any missing or malformed entries?"},{"title":"Normalising company group name strings","prompt":"My business directory export has inconsistent company_group labels across rows — can you run string normalisation on these records to clean them up? I'll send you the rows with their listed_entities and verified_entities values."},{"title":"Grouped summary of verified entity counts","prompt":"Can you generate a grouped numeric summary of my directory coverage records, grouped by company_group, focusing on the verified_entities field? I have about 80 rows covering the last quarter."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging issues such as nulls, out-of-range values, or malformed dates; (2) a string normalisation report cleaning and standardising company_group and other string fields; and (3) a grouped numeric summary aggregating listed_entities or verified_entities by company_group. All processing is done locally with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, company_group, date, listed_entities, verified_entities) causes rejection","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Providing a field value not in the enum ['listed_entities','verified_entities'] returns an error","Empty rows array is rejected (minItems: 1)"],"whenToPreferThis":"Choose this endpoint when you need a fast, low-cost, offline analytical pass over business directory coverage data — specifically when you want all three report types (quality audit, string normalisation, grouped summary) in a single call without any live external lookups, predictions, or API integrations. Ideal for data pipeline validation steps, pre-ingestion checks, or periodic quality reviews of directory datasets under 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T18:55:30.189Z","isFirstParty":false,"canonicalSlug":"business-directory-coverage-record-quality-audit-string-normalisation-d2da943a"}