{"uid":"cap_sQBU8KHFJZg75C2gRQJWp","slug":"retail-replenishment-quantity-sequential-input-change-attribution-43513f6b","name":"Retail Replenishment Quantity - Sequential Input-Change Attribution","description":"Target replenishment quantity - Sequential input-change attribution: Sequential input-change attribution for Target replenishment quantity. Supplied retail figures only. Local calculation and scenario analysis; no live inventory, account access, platform fee lookup or order execution. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded sequential input-change attribution deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-retail-replenishment-waterfall?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"after":{"type":"object","default":{"target_units":220.00000000000003,"inventory_position":132},"required":["target_units","inventory_position"],"properties":{"target_units":{"type":"number","default":200,"maximum":1000000000000,"minimum":0},"inventory_position":{"type":"number","default":120,"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"before":{"type":"object","default":{"target_units":200,"inventory_position":120},"required":["target_units","inventory_position"],"properties":{"target_units":{"type":"number","default":200,"maximum":1000000000000,"minimum":0},"inventory_position":{"type":"number","default":120,"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false}}},"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_wMIF8Xtza6b6sVJcwacdC","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":"Performs sequential (waterfall) attribution analysis showing how changes in target units and inventory position drive the replenishment quantity outcome.","exampleAgentPrompt":"My target units went from 200 to 220 and my inventory position went from 120 to 132 — can you run a sequential waterfall attribution to show me how much each of those input changes contributed to the shift in my replenishment quantity?","exampleUseCases":[{"title":"Diagnosing a replenishment quantity spike","prompt":"Our replenishment order jumped unexpectedly — target units before were 150, inventory position was 80; now target units are 200 and inventory position is 90. Can you do a waterfall attribution to show which input change is responsible for most of that increase?"},{"title":"Scenario planning for higher safety stock","prompt":"I'm thinking of raising my target units from 500 to 600 while my inventory position stays flat at 350. Walk me through the sequential attribution so I can see exactly how much of the replenishment quantity change is driven purely by the target unit increase."},{"title":"Post-promotion inventory reconciliation","prompt":"After our promo, target units dropped from 300 to 220 and our inventory position fell from 180 to 95. Can you run the sequential input-change attribution to break down how each of those changes contributed to the new replenishment quantity?"}],"resultDescription":"Returns a sequential (waterfall) attribution result quantifying how much each input change — target_units delta and inventory_position delta — individually contributed to the overall change in the computed replenishment quantity, based purely on the supplied before/after retail figures with no live data access.","failureModes":["Missing required before or after fields returns a validation error","Non-numeric values for target_units or inventory_position cause schema rejection","inventory_position below -1,000,000,000,000 or target_units above 1,000,000,000,000 exceed schema bounds","Identical before and after values may return zero-attribution result","Payment not fulfilled (x402) results in 402 response and no computation"],"whenToPreferThis":"Choose this endpoint when you need to decompose — in sequential/waterfall order — exactly how changes in target stock levels and inventory position each contributed to a shift in replenishment quantity. It is ideal for scenario analysis, root-cause investigation of order quantity changes, and retail planning workflows where you supply your own figures and want a local, offline-style calculation with no dependency on live inventory systems or platform integrations.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:36.667Z","isFirstParty":false,"canonicalSlug":"retail-replenishment-quantity-sequential-input-change-attribution-43513f6b"}