# Clean up messy product data into catalog fields

Paste a supplier's product line, spreadsheet row or spec sheet text and get standard catalog fields back as validated JSON: brand, product type, color, size, material, dimensions in centimetres, weight in kilograms and barcode. The JSON is posted to a webhook you choose (for example an automation tool that updates your catalog).

**Use cases:** E-commerce, Data processing

**Tags:** product data, catalog, PIM, attributes, normalization, supplier feed, JSON, data cleanup

[Create this agent](https://seclai.com/agent-examples/create/catalog_attribute_cleanup)

## How it starts

Trigger: dynamic input.

## What it needs

No knowledge base, memory bank or connection to create first.

## Steps

- Normalize the attributes
- Parse and validate the attributes
- Send to your webhook