{"uid":"cap_vbMJhGRTZtYmCuUwZXcwR","slug":"retail-return-restock-contribution-threshold-classifier-1daf3eee","name":"Retail Return Restock Contribution Threshold Classifier","description":"Return restock value after processing - Threshold classification: Threshold classification for Return restock value after processing. Supplied retail figures only, up to 200 records. No platform access, live rates or order execution. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded threshold classification report.","url":"https://market.datapackvibe.com/x402/assistant-ar-retail-return-restock-contribution-threshold?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["returned_units","recoverable_percent","unit_inventory_value","processing_cost"],"properties":{"returned_units":{"type":"number","default":10,"maximum":1000000000000,"minimum":0},"processing_cost":{"type":"number","default":30,"maximum":1000000000000,"minimum":0},"recoverable_percent":{"type":"number","default":80,"maximum":100,"minimum":0},"unit_inventory_value":{"type":"number","default":20,"maximum":1000000000000,"minimum":0}},"additionalProperties":false},"default":[{"returned_units":10,"processing_cost":30,"recoverable_percent":80,"unit_inventory_value":20},{"returned_units":11,"processing_cost":33,"recoverable_percent":88,"unit_inventory_value":22},{"returned_units":10,"processing_cost":30,"recoverable_percent":80,"unit_inventory_value":20},{"returned_units":11,"processing_cost":33,"recoverable_percent":88,"unit_inventory_value":22}],"maxItems":200,"minItems":2},"lower":{"type":"number","default":0,"maximum":1000000000000000000,"minimum":-1000000000000000000},"upper":{"type":"number","default":100,"maximum":1000000000000000000,"minimum":-1000000000000000000}}},"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_aFbDyxQzTpV4uzt-7dmte","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":"Classifies retail return restock contribution values into threshold bands (above/below user-defined upper and lower bounds) for up to 200 records of returned inventory data.","exampleAgentPrompt":"Can you run a threshold classification on our retail return restock data — I have 4 rows where returned units range from 10–11, recoverable percent 80–88%, unit inventory value $20–22, and processing cost $30–33, and I want to classify them against a lower threshold of 0 and upper threshold of 100?","exampleUseCases":[{"title":"Flagging under-threshold return batches","prompt":"I need to classify these 5 return batches to see which ones fall below a restock contribution threshold of 50 — the records have returned units, recoverable percentages around 70–85%, unit inventory values of $15–40, and processing costs of $25–45. Can you run the threshold classification and tell me which batches are sub-threshold?"},{"title":"Evaluating high-volume return recovery viability","prompt":"We've got 200 rows of returned inventory data with varying units returned, recovery rates, inventory values, and processing costs — can you classify all of them against a lower bound of 25 and upper bound of 150 to see which return lines are in the acceptable restock contribution range?"},{"title":"Cost-vs-recovery threshold check for seasonal returns","prompt":"After our holiday season we have a bunch of return records — returned units averaging 50, recoverable percent around 60%, unit inventory value $10, processing cost $20 — can you classify the restock contribution against a lower threshold of 0 and upper of 80 so we know which ones are worth restocking?"}],"resultDescription":"A bounded threshold classification report for each input row, indicating whether the computed restock contribution value falls below the lower threshold, within the acceptable band, or above the upper threshold. Returns up to 200 classified records based on supplied returned_units, recoverable_percent, unit_inventory_value, and processing_cost fields.","failureModes":["Fewer than 2 rows supplied — minimum 2 rows required","More than 200 rows submitted — exceeds maxItems limit","Invalid recoverable_percent value above 100 or below 0","Negative values for returned_units, unit_inventory_value, or processing_cost","Missing required fields (returned_units, recoverable_percent, unit_inventory_value, processing_cost) in any row","Payment failure — $0.01 USDC not settled via x402 protocol"],"whenToPreferThis":"Use this endpoint when you need a quick, low-cost ($0.01 USDC) threshold classification on retail return restock contribution data without requiring platform access, live market rates, or order execution. Ideal for batch analysis of up to 200 return records where you want to classify computed restock values against custom upper and lower bounds. Prefer this over general analytics tools when the specific domain is retail inventory returns and the goal is pass/fail or band classification against explicit numeric thresholds.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-12T00:51:36.049Z","isFirstParty":false,"canonicalSlug":"retail-return-restock-contribution-threshold-classifier-1daf3eee"}