{"uid":"cap_lFdIvZpFPesnofv0h56BK","slug":"business-directory-coverage-analyzer-record-quality-audit-string-61dd6ef8","name":"Business Directory Coverage Analyzer — Record Quality Audit, String Normalisation & Category Frequencies","description":"Business directory coverage — Record quality audit + String normalisation + Category frequencies: Record quality audit + String normalisation + Category frequencies 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-14-195?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}}},"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_3IsSepnPyYbfG2VoSQmyB","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":"Audits record quality, normalises strings, and computes category frequencies for up to 200 business directory coverage rows (listed_entities, verified_entities) in a single call with three independent analytical reports.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and category frequency analysis on my business directory coverage data? Here are 4 rows: row-1 on 2026-10-01 for group-a with 10 listed and 1 verified, row-2 on 2026-10-02 for group-b with 20 listed and 2 verified, row-3 on 2026-10-03 for group-a with 15 listed and 3 verified, and row-4 on 2026-10-04 for group-b with 30 listed and 4 verified.","exampleUseCases":[{"title":"Monthly directory coverage health check","prompt":"Run a full record quality audit and category frequency report on our monthly business directory snapshot — I have 50 rows covering groups like retail, hospitality, and finance with their listed and verified entity counts for each day in October 2026."},{"title":"Normalising messy company group labels","prompt":"Some of my company group names in our directory coverage dataset are inconsistently formatted — can you run string normalisation on these 80 rows so I can see what canonical group names come out and how they're distributed?"},{"title":"Verifying coverage data before pipeline ingestion","prompt":"Before I load this business directory coverage dataset into our data pipeline, can you audit its record quality, normalise the strings, and show me category frequencies? I've got 120 rows with listed_entities and verified_entities fields spanning November 2026."}],"resultDescription":"Returns three independent analytical reports for the submitted rows: (1) a record quality audit flagging missing, null, or malformed fields; (2) a string normalisation report cleaning and standardising company_group name values; and (3) a category frequency report showing distribution counts across company groups and date ranges — all computed locally without any external lookups or live data calls.","failureModes":["Exceeding 200 rows causes a validation error rejecting the request","Missing required fields (row_id, date, listed_entities, verified_entities, company_group) cause row-level or batch rejection","Dates not matching YYYY-MM-DD pattern fail schema validation","Numeric values outside the allowed range (-1e12 to 1e12) are rejected","Empty rows array returns an error (minItems: 1)"],"whenToPreferThis":"Choose this endpoint when you need a bundled, cost-efficient batch analysis of business directory coverage records combining quality auditing, string normalisation, and frequency analysis in a single call. It is ideal for pre-ingestion data validation, directory data hygiene checks, and coverage reporting workflows where no external lookups or live data are needed. At $0.01 USDC for three reports on up to 200 rows, it is well-suited for recurring data pipeline quality gates.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:44.942Z","isFirstParty":false,"canonicalSlug":"business-directory-coverage-analyzer-record-quality-audit-string-61dd6ef8"}