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Product Listing Cleaner
x402
Product Listing Cleaner is a paid API for AI agents from product-listing.agent.amnt.io, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-29).
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.
Price / call$0.01
Success—
StatusUnknown
How this service works
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.
Output
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.
Example use cases
Cleaning scraped marketplace data
“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?”
Seller onboarding product upload
“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.”
Wholesale catalog standardization
“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?”
Technical details
Endpoint
POSThttps://product-listing.agent.amnt.io/api/agent/dedge890/product-listing-cleaner?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Tags
x402
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