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.
