{"uid":"cap_jxW6-63Reuwm9S1A5W2Qw","slug":"returned-goods-value-recovery-threshold-classification-d0a6428b","name":"Returned Goods Value Recovery — Threshold Classification","description":"Returned goods value recovery - Threshold classification: Threshold classification for Returned goods value recovery. 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-recovery-threshold?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["recovered_value","returned_goods_cost"],"properties":{"recovered_value":{"type":"number","default":600,"maximum":1000000000000,"minimum":0},"returned_goods_cost":{"type":"number","default":1000,"maximum":1000000000000,"minimum":0,"exclusiveMinimum":0}},"additionalProperties":false},"default":[{"recovered_value":600,"returned_goods_cost":1000},{"recovered_value":660,"returned_goods_cost":1100},{"recovered_value":600,"returned_goods_cost":1000},{"recovered_value":660,"returned_goods_cost":1100}],"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_EjBYbx_VCG3xr8I2n-eqx","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 returned-goods value recovery records as above or below configurable lower/upper thresholds, returning a bounded classification report for up to 200 records.","exampleAgentPrompt":"I have 12 retail return records with their recovered values and original returned goods costs — can you classify each one as below, within, or above recovery thresholds, using a lower bound of 40 and an upper bound of 80?","exampleUseCases":[{"title":"Flagging under-recovered returns for review","prompt":"I have a batch of 50 retail return entries with their recovered values and original goods costs. Can you classify them against a lower threshold of 30 and upper threshold of 70, so I can see which returns are failing to recover enough value?"},{"title":"Setting recovery tiers for a seasonal returns surge","prompt":"After the holiday season we have 150 returned goods records. Classify them by value recovery using a lower bound of 50 and upper bound of 90 so our warehouse team knows which items are worth refurbishing versus scrapping."},{"title":"Benchmarking recovery performance against policy targets","prompt":"Our returns policy targets 60–85% value recovery. I have 80 records with recovered_value and returned_goods_cost figures — please classify each one against those thresholds so I can report how many are in-policy."}],"resultDescription":"A bounded threshold classification report for each submitted retail return record, indicating whether the recovery ratio falls below the lower threshold, within the lower-upper band, or above the upper threshold. Up to 200 records processed per call.","failureModes":["Fewer than 2 rows submitted — minimum record count not met","returned_goods_cost of zero or negative — violates exclusiveMinimum constraint","More than 200 rows submitted — exceeds maxItems limit","lower threshold greater than upper threshold — may produce logically empty classification band","Non-numeric values in recovered_value or returned_goods_cost fields — schema validation failure"],"whenToPreferThis":"Choose this endpoint when you need a quick, affordable threshold-based classification of retail return recovery records (up to 200 at a time) and do not need live market rates, platform access, or order execution. It is best suited for batch analytics workflows where you want to segment returns into below/within/above recovery bands using configurable thresholds.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-12T00:57:09.579Z","isFirstParty":false,"canonicalSlug":"returned-goods-value-recovery-threshold-classification-d0a6428b"}