{"uid":"cap_fOhbDSJ7FlnG3D-QKTDAk","slug":"commercial-proposal-comparisons-record-quality-audit-string-6a313f47","name":"Commercial Proposal Comparisons — Record Quality Audit + String Normalisation + Category Frequencies","description":"Commercial proposal comparisons — Record quality audit + String normalisation + Category frequencies: Record quality audit + String normalisation + Category frequencies for supplied commercial proposal comparisons records (quoted_amount, delivery_days). 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-24-195?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","quoted_amount","delivery_days"],"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},"delivery_days":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"quoted_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","delivery_days":1,"quoted_amount":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","delivery_days":2,"quoted_amount":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","delivery_days":3,"quoted_amount":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","delivery_days":4,"quoted_amount":30}],"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_9duowlq_0Sl6gAymvs1Bt","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 offline analytical reports (record quality audit, string normalisation, and category frequency counts) on up to 200 rows of commercial proposal comparison data containing quoted amounts and delivery days.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and category frequency analysis on these commercial proposal rows? I have up to 50 records with fields like row_id, company_group, date, quoted_amount, and delivery_days — here's the data.","exampleUseCases":[{"title":"Vendor bid data quality check","prompt":"I've collected 120 commercial proposals from different vendors with quoted prices and delivery timelines — can you audit the record quality, normalise the company name strings, and show me how frequently each supplier group appears?"},{"title":"Procurement analyst string cleanup","prompt":"Our proposal comparison spreadsheet has inconsistent company group labels and some missing quoted amounts. Can you run string normalisation and a record quality audit on these 80 rows so we know what needs fixing before we score the bids?"},{"title":"Category frequency summary for reporting","prompt":"I need to know how many proposals we received per company group from this dataset of 60 rows, along with a quality audit and string normalisation pass — can you generate all three reports from the data I'm sending?"}],"resultDescription":"Three independent analytical reports returned together: (1) a record quality audit flagging issues such as nulls, out-of-range values, or malformed dates across the proposal rows; (2) normalised string representations of text fields like company_group; (3) a category frequency table showing how many rows belong to each company group, all computed locally without external lookups.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, company_group, date, quoted_amount, delivery_days) cause validation errors","Malformed date strings not matching YYYY-MM-DD pattern rejected by schema","Numeric fields outside the allowed range cause schema validation failure","Empty rows array (minItems:1 violated) returns error"],"whenToPreferThis":"Choose this endpoint when you have a batch of commercial proposal comparison records (up to 200 rows) and need three lightweight, offline analytical reports in a single $0.01 call — specifically record quality auditing, string normalisation, and category frequency counting — with no need for external data, predictions, or real-time lookups. It is ideal for procurement data cleaning and summarisation workflows where speed and cost matter.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:42:40.645Z","isFirstParty":false,"canonicalSlug":"commercial-proposal-comparisons-record-quality-audit-string-6a313f47"}