# Product Listing Cleaner

> 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.

## Facts

- Endpoint: POST https://product-listing.agent.amnt.io/api/agent/dedge890/product-listing-cleaner?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-29
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/product-listing-cleaner-93c5bf4d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_LjH6X-PqSR9F2NZDT-2tG

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability product-listing-cleaner-93c5bf4d -d '<json body>'
```

Example prompt: 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.

## When to prefer this

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.

## Known failure modes

- 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

## 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.

## Request schema (JSON Schema)

```json
{
 "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"
      }
     }
    }
   }
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/product-listing-cleaner-93c5bf4d/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from product-listing.agent.amnt.io](https://www.zero.xyz/host/product-listing.agent.amnt.io/llms.txt)