{"uid":"cap_LjH6X-PqSR9F2NZDT-2tG","slug":"product-listing-cleaner-93c5bf4d","name":"Product Listing Cleaner","description":"Product Listing Cleaner - Convert messy product names and rough notes into a corrected title, concise description, bullet features, and an organized specifications object for marketplace listings.","url":"https://product-listing.agent.amnt.io/api/agent/dedge890/product-listing-cleaner?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method","bodyType","body"],"properties":{"body":{"type":"object","required":["prompt"],"properties":{"prompt":{"type":"string","description":"The instruction or prompt for the AI agent"}}},"type":{"type":"string","const":"http"},"method":{"enum":["POST"],"type":"string"},"bodyType":{"enum":["json","form-data","text"],"type":"string"}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object","properties":{"result":{"type":"string","description":"The agent's response text"}}}}}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"registry","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_TVxp_rBKI-DNeBsrd0dpE","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Converts messy product names and rough notes into a polished marketplace listing with a corrected title, concise description, bullet-point features, and a structured specifications object.","exampleAgentPrompt":"Take this rough product info and clean it up into a proper marketplace listing — the product is called 'blutooth earphns v2 wireles noise cancl', and it has 20hr battery, IPX5 waterproof, BT 5.0, and a built-in mic. Give me a corrected title, a short description, feature bullets, and a specs object.","exampleUseCases":[{"title":"Cleaning scraped marketplace data","prompt":"I have a bunch of scraped product names from a supplier like 'wmen wntr jckt sz L blk waterproof' and some rough notes — can you clean each one into a proper title, description, features list, and specs object so I can upload them to our Shopify store?"},{"title":"Seller onboarding product upload","prompt":"I'm adding a new product to our store — it's a 'standing desk elec motorized 140cm oak top' with height range 70-120cm, load capacity 80kg, and memory presets. Turn that into a clean listing with a title, product description, bullet features, and organized specs."},{"title":"Wholesale catalog standardization","prompt":"Our wholesale supplier sent us a spreadsheet with product names like 'LED strp lght 5m RGB 12v wtrprf w/ remote' — can you process this one and return a corrected title, a two-sentence description, a feature bullet list, and a specs object we can use on our product page?"}],"resultDescription":"Returns the agent's response text containing a corrected product title, a concise product description, a list of bullet-point features, and a structured specifications object — all derived from the raw input prompt describing the product.","failureModes":["Empty or too-vague prompt yields generic or low-quality output","Prompt with no recognizable product information may return an error or unhelpful response","Payment failure (x402) if USDC balance is insufficient","Network timeout if the AI agent backend is slow to respond","Malformed request body missing required 'prompt' field returns a validation error"],"whenToPreferThis":"Choose this endpoint when you need to automatically clean and structure unformatted or messy product data into marketplace-ready listings at scale. It is ideal for e-commerce operators processing supplier feeds, bulk product uploads, or user-submitted product data that lacks consistent formatting. Prefer it over generic LLM calls when you want a dedicated, cost-predictable ($0.01/call) agent optimized specifically for the product-listing cleaning task.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T13:08:23.737Z","isFirstParty":false,"canonicalSlug":"product-listing-cleaner-93c5bf4d"}