Bike Components Scraper collects rich, structured product data from bike-components.de product pages in a clean, machine-readable format. It helps developers, analysts, and e-commerce teams turn complex cycling product listings into reliable datasets for analysis, monitoring, and integration.
Created by Bitbash, built to showcase our approach to Scraping and Automation!
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This project extracts detailed product information from bike-components.de, covering everything from pricing and variants to technical specifications and media assets. It solves the problem of manually gathering large volumes of cycling product data by automating collection into a consistent JSON structure. The scraper is designed for developers, data engineers, and market researchers who need accurate, structured bike component data at scale.
- Collects deep product-level details, not just surface metadata
- Handles variants such as sizes, colors, and pricing combinations
- Outputs normalized, developer-friendly JSON
- Suitable for analytics, catalog building, and price tracking
- Built with maintainability and extensibility in mind
| Feature | Description |
|---|---|
| Full product extraction | Captures names, brands, categories, descriptions, and identifiers. |
| Variant support | Extracts sizes, colors, stock status, and per-variant prices. |
| Technical depth | Includes specifications, compatibility, approvals, and features. |
| Media collection | Gathers all available product image URLs. |
| Structured output | Exports clean, consistent JSON ready for pipelines or APIs. |
| Field Name | Field Description |
|---|---|
| name | Product title as listed on the product page. |
| brand | Manufacturer or brand name. |
| categories | Hierarchical product categories. |
| prices | Price values per variant. |
| colors | Available color options. |
| sizes | Size and |
