Data Structuring and Output

ShopScraping delivers extracted data in structured, ready-to-use formats suitable for analysis, migration, and integration into e-commerce platforms.

Output Formats

Data is provided in standard, widely supported formats:

• CSV

• Excel (XLSX)

• JSON

  
  

We also support data structuring tailored for popular e-commerce platforms, including:

• Shopify

• WooCommerce

  
  

These formats ensure compatibility with most data processing tools and e-commerce systems.

Table Structure

Extracted data is organized in a tabular format, where:

• Each row represents a product

• Each column represents a specific attribute (e.g., name, price, SKU, image URLs)

  
  

The structure is designed to be clean, consistent, and immediately usable without additional preprocessing.

If your workflow requires a specific table structure, it can be configured per project, including:

• Custom column structure and naming

• Platform-specific formatting

  
  

Upon request, we can provide a sample dataset for review and approval before full extraction begins.

The data structure must be finalized before extraction begins - either using the default structure, or based on a custom specification. Additional data cannot be appended to an existing dataset. If further data is required, a new scraping process must be initiated.

Data is extracted in the original language of the source website, preserving all content as published.

Data Delivery Model

ShopScraping operates as a fully managed service.

• No software installation is required

• No scraping tools are provided for local use

• All processes run on our side

  
  

You receive only the final, processed dataset, ready for use.