Contact

If you encounter any issues or need to exchange information, please feel free to contact us through the following link: My profile

2dehands.be Product Search Scraper: Extract Belgian Marketplace Listings Efficiently

Introduction

2dehands.be stands as Belgium's premier online marketplace and classified ads platform, serving millions of users who buy and sell everything from electronics and furniture to vehicles and real estate. As the Belgian counterpart to platforms like eBay Classifieds, 2dehands.be has become an essential resource for both individuals and businesses seeking to understand market prices, find products, or analyze competition in the Belgian market.

For businesses, resellers, market researchers, and competitive intelligence professionals, accessing this extensive product database can provide valuable insights into pricing trends, product availability, and market demand. However, manually collecting product information across multiple categories and searches is impractical when dealing with large-scale analysis or ongoing market monitoring.

The 2dehands.be Product Search Scraper automates this data extraction process, enabling systematic collection of product listings with complete details including prices, seller information, product specifications, and shipping options. Whether you're monitoring competitor pricing, researching market trends, or building product databases, this scraper transforms hours of manual work into minutes of automated data collection.

Scraper Overview

The 2dehands.be Product Search Scraper is a specialized data extraction tool designed to systematically collect product listings from Belgium's largest online marketplace. This scraper uses advanced web automation to navigate through search results and extract comprehensive product information efficiently.

Key advantages include configurable retry mechanisms for handling network issues, proxy support for reliable access, flexible pagination controls for managing large datasets, and the ability to capture detailed product attributes beyond basic listings. The tool is particularly valuable for e-commerce businesses, price comparison services, market researchers, resellers, and competitive analysts who need structured marketplace data.

The scraper handles various product categories including electronics, home goods, vehicles, fashion, and more. It maintains high data accuracy while implementing responsible scraping practices. Users can target specific product searches, categories, or custom URLs to focus on relevant market segments.

Input and Output Details

Example url 1: https://www.2dehands.be/l/audio-tv-en-foto/accu-s-en-batterijen/#Language:all-languages|offeredSince:Altijd|f:30

Example url 2: https://www.2dehands.be/q/bat/p/2/#Language:nl-BE|offeredSince:Altijd

Example url 3: https://www.2dehands.be/l/verzamelen/#q:bat|Language:nl-BE|offeredSince:Altijd|sortBy:SORT_INDEX|sortOrder:INCREASING

Example Screenshot of product information page:

Input Format

The scraper accepts JSON configuration for precise control over data extraction:

{
  "proxy": {
    "useApifyProxy": false
  },
  "ignore_url_failures": true,
  "max_retries_per_url": 2,
  "max_items_per_url": 20,
  "urls": [
    "https://www.2dehands.be/l/audio-tv-en-foto/weerstations-en-barometers/",
    "https://www.2dehands.be/l/audio-tv-en-foto/accu-s-en-batterijen/",
    "https://www.2dehands.be/q/bat/p/2/#Language:nl-BE|offeredSince:Altijd"
  ]
}

The urls parameter: Add URLs of product search pages you want to scrape. Paste URLs individually or use Bulk edit for prepared lists. This is ideal for targeting specific categories, search results, or filtered product pages.

The ignore_url_failures parameter: When set to true, the scraper continues running even if some URLs fail after maximum retries. Prevents one problematic URL from stopping your entire extraction job.

The max_items_per_url parameter: Limits items scraped per URL. Default is 20, balancing data volume with extraction efficiency.

The max_retries_per_url parameter: Sets retry attempts for failed requests. Default is 2, providing resilience against temporary network issues or detection.

The proxy parameter: Configures proxy usage for anonymity and avoiding detection. Essential for large-scale or frequent scraping operations.

Output Format

The scraper returns detailed product data with each field serving specific analytical purposes:

• Item ID: Unique identifier for each listing. Essential for tracking products over time, preventing duplicates in databases, and cross-referencing listings.

• Title: Product name and description. Critical for product identification, search optimization, and catalog building.

• Traits: Product attributes and specifications. Provides detailed product characteristics like brand, condition, size, color, and model for filtering and categorization.

• Ad Type: Listing classification (e.g., regular ad, featured, urgent). Indicates seller's promotional investment and listing visibility level.

• Bids Info: Bidding details if auction-style listing. Shows competitive interest and price discovery dynamics for auction items.

• Price Info: Complete pricing details including currency and payment options. Core data for price comparison, market analysis, and competitive pricing strategies.

• Custom Dimensions: Additional product measurements or specifications. Provides size, weight, or technical specifications relevant to specific product categories.

• Seller: Seller information including name, location, and ratings. Important for assessing seller credibility, geographic market analysis, and identifying professional vs. individual sellers.

• Gallery: Array of product image URLs. Valuable for visual analysis, quality assessment, and enriched product databases.

• Shipping Information: Delivery options and costs. Critical for total cost analysis, logistics planning, and understanding seller service levels.

• Stats: Listing performance metrics (views, favorites, time listed). Indicates listing popularity and market demand signals.

• Category: Product category classification. Essential for market segmentation and category-specific analysis.

• Is Saved: Boolean indicating if listing is in saved items. User engagement indicator (context-dependent).

• Is Saving Enabled: Whether saving functionality is available. Technical metadata about listing features.

• Is Free Ad: Indicates if item is offered for free. Identifies giveaway listings for specific market research.

• Is Animal Ad: Boolean for animal-related listings. Enables filtering specialized animal/pet categories.

• Is Car Ad: Indicates vehicle listings. Identifies automotive category for vehicle market analysis.

• Is Automotive Ad: Broader automotive category flag. Covers cars, motorcycles, parts, and accessories.

• Is Caravans and Camping Ad: Specialized recreational vehicle flag. Targets camping and caravan market segment.

• Flags: Special listing indicators (featured, urgent, top ad). Shows promotional features affecting listing visibility.

• Highlights: Key product features emphasized by seller. Captures main selling points and value propositions.

• Buyers Protection Allowed: Whether buyer protection is available. Indicates transaction security features and seller commitment.

• Thin Content: Flag for listings with minimal information. Quality indicator for filtering incomplete or low-quality listings.

• Buy It Now Enabled: Fixed-price purchase option availability. Indicates immediate purchase capability vs. negotiation/bidding.

• Large Item Shipping Logical Allowed: Special shipping for oversized items. Important for furniture, appliances, and large product logistics.

Example Output:

[
  {
  "item_id": "m2352758753",
  "title": "Batterij v7 rechargeable",
  "description": "Batterij gekocht op 123accu maar past niet.",
  "category_specific_description": "Batterij gekocht op 123accu maar past niet.",
  "thin_content": true,
  "price_info": {
    "price_cents": 2000,
    "price_type": "MIN_BID"
  },
  "location": {
    "city_name": "Antwerpen",
    "country_name": "België",
    "country_abbreviation": "BE",
    "distance_meters": -1000,
    "is_buyer_location": false,
    "on_country_level": false,
    "abroad": false,
    "latitude": 51.189858959744,
    "longitude": 4.3865067643423
  },
  "date": "Vandaag",
  "image_urls": [
    "//images.2dehands.com/api/v1/listing-twh-p/images/d2/d2825e8f-647f-4dc7-81fc-4458dde18b18?rule=ecg_mp_eps$_82.jpg"
  ],
  "seller_information": {
    "seller_id": 29093586,
    "seller_name": "Noa verborgh",
    "show_soi_url": true,
    "show_website_url": false,
    "is_verified": false
  },
  "category_id": 2035,
  "priority_product": "NONE",
  "video_on_vip": false,
  "urgency_feature_active": false,
  "nap_available": false,
  "attributes": [
    {
      "key": "condition",
      "value": "Nieuw",
      "values": [
        "Nieuw"
      ]
    },
    {
      "key": "delivery",
      "value": "Ophalen of Verzenden",
      "values": [
        "Ophalen of Verzenden"
      ]
    }
  ],
  "extended_attributes": [
    {
      "key": "delivery",
      "value": "Ophalen of Verzenden",
      "values": [
        "Ophalen of Verzenden"
      ]
    },
    {
      "key": "condition",
      "value": "Nieuw",
      "values": [
        "Nieuw"
      ]
    },
    {
      "key": "properties",
      "value": "Oplaadbaar",
      "values": [
        "Oplaadbaar"
      ]
    }
  ],
  "traits": [
    "PACKAGE_FREE"
  ],
  "verticals": [
    "barcode-supported",
    "audio_tv_photo",
    "audio_and_tv_accu_and_batteries"
  ],
  "pictures": [
    {
      "id": 0,
      "media_id": "",
      "url": "https://images.2dehands.com/api/v1/listing-twh-p/images/d2/d2825e8f-647f-4dc7-81fc-4458dde18b18?rule=ecg_mp_eps$_#.jpg",
      "extra_small_url": "https://images.2dehands.com/api/v1/listing-twh-p/images/d2/d2825e8f-647f-4dc7-81fc-4458dde18b18?rule=ecg_mp_eps$_14.jpg",
      "medium_url": "https://images.2dehands.com/api/v1/listing-twh-p/images/d2/d2825e8f-647f-4dc7-81fc-4458dde18b18?rule=ecg_mp_eps$_82.jpg",
      "large_url": "https://images.2dehands.com/api/v1/listing-twh-p/images/d2/d2825e8f-647f-4dc7-81fc-4458dde18b18?rule=ecg_mp_eps$_83.jpg",
      "extra_extra_large_url": "https://images.2dehands.com/api/v1/listing-twh-p/images/d2/d2825e8f-647f-4dc7-81fc-4458dde18b18?rule=ecg_mp_eps$_85.jpg",
      "aspect_ratio": {
        "width": 237,
        "height": 512
      }
    }
  ],
  "search_type": "TokenMatch",
  "reserved": false,
  "vip_url": "/v/audio-tv-en-foto/accu-s-en-batterijen/m2352758753-batterij-v7-rechargeable",
  "from_url": "https://www.2dehands.be/l/audio-tv-en-foto/accu-s-en-batterijen/#Language:all-languages|offeredSince:Altijd|f:30"
}
]

Usage Guide

Setting Up Your Scrape

Start by identifying target product categories or searches on 2dehands.be. Navigate the website, apply relevant filters (category, price range, location, condition), then copy resulting URLs into your configuration.

Configure JSON input with appropriate settings:

• Set max_items_per_url based on data needs (20-50 typical)
• Enable ignore_url_failures for robust multi-URL scraping
• Configure proxies if running frequent or large-scale extractions
• Adjust max_retries_per_url based on network reliability

Best Practices:

• Test small first: Start with single URL and low item count to validate configuration
• Category-specific targeting: Focus on relevant product categories for your research
• Regular monitoring: Schedule periodic scrapes for price tracking and market trends
• URL organization: Group URLs by category or purpose for organized data analysis
• Proxy rotation: Use residential proxies for high-volume extraction to avoid blocks

Common Issues and Solutions:

• Access restrictions: Enable proxy configuration if encountering blocks
• Incomplete data: Some listings may have limited information; filter using "Thin Content" flag
• Timeout errors: Reduce max_items_per_url or increase max_retries_per_url
• URL changes: Verify URLs are current as 2dehands.be may update URL structure
• Rate limiting: Implement delays between large batches or use proxy rotation

Advanced Techniques

Price Monitoring Strategy:

• Scrape same URLs periodically (daily/weekly)
• Track price changes using Item ID as unique identifier
• Identify pricing trends and market demand patterns
• Monitor competitor pricing strategies

Market Research Applications:

• Compare prices across categories and locations
• Analyze seller behavior and listing strategies
• Identify popular products through Stats metrics
• Track seasonal demand variations

Competitive Analysis:

• Monitor competitor listings and pricing
• Analyze successful listing characteristics (highlights, images, descriptions)
• Track market share by seller or product type
• Identify market gaps and opportunities

Data Enrichment:

• Use Gallery images for visual analysis
• Combine Traits for detailed product specifications
• Leverage Seller information for vendor analysis
• Analyze Shipping Information for logistics insights

Benefits and Applications

The 2dehands.be scraper delivers significant efficiency gains for Belgian market analysis. Manual data collection requiring hours per category is reduced to minutes of automated extraction, enabling focus on analysis rather than data gathering.

Primary Applications:

E-commerce Price Intelligence: Monitor competitor pricing, identify optimal price points, track market trends, and adjust pricing strategies based on real-time marketplace data.

Reseller Operations: Identify underpriced items for resale, analyze profit margins, track inventory availability, and discover sourcing opportunities.

Market Research: Analyze product demand patterns, assess market size by category, identify emerging trends, and understand consumer preferences through listing popularity.

Competitive Analysis: Track competitor product range, monitor pricing strategies, analyze listing optimization techniques, and benchmark seller performance.

Product Sourcing: Find specific products efficiently, compare prices across sellers, identify reliable sellers, and discover wholesale opportunities.

Advantages:

• Comprehensive product data across all categories
• Detailed seller information for vendor analysis
• Rich metadata including stats and flags for quality assessment
• Shipping and payment details for total cost analysis
• Scalable extraction supporting both targeted and broad market research

Data integrates with analytics platforms, price monitoring tools, inventory management systems, and business intelligence dashboards for immediate actionable insights.

Conclusion

The 2dehands.be Product Search Scraper transforms manual marketplace research into efficient automated data collection. By providing structured access to Belgium's largest online marketplace, it empowers businesses to make data-driven decisions about pricing, sourcing, and market positioning.

Whether monitoring prices for e-commerce optimization, identifying resale opportunities, conducting market research, or analyzing competitive landscapes, this scraper delivers the systematic data extraction needed to stay competitive in the Belgian marketplace.

Ready to automate your 2dehands.be market research? Start extracting valuable marketplace insights today.

Related Actors

• 2dehands.be Product Details Scraper: A specialized data extraction solution engineered to harvest comprehensive product information from 2dehands.be's.

Your feedback

We are always working to improve Actors' performance. So, if you have any technical feedback about 2dehands.be Product Search Scraper or simply found a bug, please create an issue on the Actor's Issues tab in Apify Console.