{"uid":"cap_s3apBgci-jbtWUSZVSM9K","slug":"parcel-space-utilization-threshold-classification-3bc69846","name":"Parcel Space Utilization – Threshold Classification","description":"Parcel space utilization - Threshold classification: Threshold classification for Parcel space utilization. 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-parcel-space-use-threshold?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["goods_volume","package_internal_volume"],"properties":{"goods_volume":{"type":"number","default":600,"maximum":1000000000000,"minimum":0},"package_internal_volume":{"type":"number","default":1000,"maximum":1000000000000,"minimum":0,"exclusiveMinimum":0}},"additionalProperties":false},"default":[{"goods_volume":600,"package_internal_volume":1000},{"goods_volume":660,"package_internal_volume":1100},{"goods_volume":600,"package_internal_volume":1000},{"goods_volume":660,"package_internal_volume":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_HXVYzewltJXzhedvb3s8n","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 rows of parcel space utilization data (goods volume vs. package internal volume) as below, within, or above a user-defined threshold band, returning a bounded classification report for up to 200 retail records.","exampleAgentPrompt":"I have 4 shipment records — goods volumes of 600, 660, 600, and 660, inside packages of 1000, 1100, 1000, and 1100 cubic units each — can you classify whether each parcel's space utilization falls below 50, within 50–80, or above 80 percent?","exampleUseCases":[{"title":"Flagging over-packed retail parcels","prompt":"Here are 10 retail shipment rows with goods volume and package internal volume figures — classify each one against a lower threshold of 40 and upper threshold of 90, so I can see which parcels are overstuffed."},{"title":"Auditing underutilized packaging in a fulfillment run","prompt":"I've got 50 fulfillment records from last week's retail run with goods and package volumes. Can you run a threshold classification with a lower bound of 30 and upper bound of 70 so I can identify which packages were too empty?"},{"title":"Benchmarking parcel efficiency for carrier negotiations","prompt":"Before I negotiate carrier rates, I want to see how our 150 recent shipments stack up — classify each parcel's space utilization against thresholds of 60 and 85 so I can report the proportion that's in the acceptable range."}],"resultDescription":"A bounded threshold classification report for each submitted row, indicating whether the computed parcel space utilization ratio (goods_volume / package_internal_volume) falls below the lower threshold, within the lower–upper band, or above the upper threshold. Up to 200 records are processed per call.","failureModes":["Fewer than 2 rows submitted — minimum row count not met","package_internal_volume of 0 submitted — excluded by exclusiveMinimum constraint causing validation error","Row count exceeds 200 — request rejected due to maxItems limit","Lower threshold greater than upper threshold — may produce unexpected classification results","Non-numeric volume values passed — schema validation failure","Missing required fields goods_volume or package_internal_volume in any row — request rejected"],"whenToPreferThis":"Choose this endpoint when you have retail parcel shipment data with goods volume and package internal volume figures and need a fast, low-cost per-record threshold classification (in-range vs. out-of-range) for up to 200 records. It is ideal for auditing parcel fill efficiency, flagging outlier shipments, or preparing classification summaries without needing a full analytics platform. Not suitable if you need live shipping rates, order execution, or more than 200 records per batch.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:47:54.622Z","isFirstParty":false,"canonicalSlug":"parcel-space-utilization-threshold-classification-3bc69846"}