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Marktplaats Scraper: Extract Fashion Data Across Europe

Introduction

Marktplaats.nl, established in 1999, stands as the Netherlands' largest online marketplace, attracting over 8 million monthly visitors and hosting approximately 10 million active advertisements. As the dominant classified advertising platform in the Dutch market, Marktplaats serves as a treasure trove of valuable market intelligence, pricing data, and consumer behavior insights that businesses, researchers, and entrepreneurs desperately need access to.

The challenge lies in manually collecting this vast amount of data from Marktplaats' extensive product listings spanning categories from automobiles and electronics to books and household items. This is where a specialized Marktplaats scraper becomes invaluable, automating the data extraction process and transforming hours of manual work into minutes of automated efficiency.

Comprehensive Marktplaats Data Extraction Solution

Our Marktplaats Product Search Scraper is engineered specifically to navigate and extract data from Marktplaats.nl's complex structure, handling everything from simple product listings to detailed seller information and advanced marketplace features. The scraper is designed to work with Marktplaats' dynamic content loading, anti-bot measures, and diverse product categories while maintaining high accuracy and reliability.

The tool excels at extracting data from various Marktplaats sections including automotive listings, electronics, books, home goods, and specialized categories. It's particularly valuable for market researchers conducting competitive analysis, businesses monitoring pricing trends, data analysts studying consumer behavior, and entrepreneurs seeking market opportunities in the Dutch marketplace.

Whether you're tracking competitor pricing, analyzing market trends, or building comprehensive product databases, this scraper provides the foundation for data-driven decision making in the Netherlands' most significant online marketplace.

Input and Output Details

Example url 1: https://www.marktplaats.nl/l/auto-s/#f:10882

Example url 2: https://www.marktplaats.nl/l/auto-s/bmw/#f:10882

Example url 3: https://www.marktplaats.nl/l/boeken/

Example Screenshot of product information page:

Input Format

The scraper accepts JSON configuration with several key parameters:

Input:

{
  "max_retries_per_url": 2, // Maximum waiting time when accessing the links you provided.
  "proxy": { // Add a proxy to ensure that during the data collection process, you are not detected as a bot.
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "SG" // You should choose an Country that coincides with the Country you want to collect data from
  },
  "max_items_per_url": 20,
  "urls": [ 
    "https://www.marktplaats.nl/l/auto-s/#f:10882", 
    "https://www.marktplaats.nl/l/auto-s/bmw/#f:10882",
    "https://www.marktplaats.nl/l/boeken/"
    // // Links to product list by query page.
  ]
}

Input Parameters Explained:

• max_retries_per_url: Controls resilience by setting retry attempts for failed requests
• proxy configuration: Essential for avoiding detection and accessing geo-restricted content
• max_items_per_url: Limits extraction volume per page for controlled data collection
• urls: Target Marktplaats category or search result pages for data extraction

Output Format

You get the output from the Stockx.com Product Search Scraper stored in a tab. The following is an example of the Information Fields collected after running the Actor.

[ // List of product information
  {
  "item_id": "m2297024590",
  "title": "SEAT Leon 1.8 TSI FR Business Intense | Beats | Carplay | Pa",
  "description": "Seat leon 1.8 Tsi fr business intense | beats | carplay | pano algemene informatie aantal deuren: 5 modelreeks: 2017 - 2020 kleur:",
  "category_specific_description": "Seat leon 1.8 Tsi fr business intense | beats | carplay | pano algemene informatie aantal deuren: 5 modelreeks: 2017 - 2020 kleur: midnight black technische informatie vermogen: 132 kw (179 pk) koppel: 250 nm transmissie: 7 versnellingen, automaat tankinhoud...",
  "thin_content": false,
  "price_info": {
    "price_cents": 1999500,
    "price_type": "FIXED",
    "suppress_zero_cents": true
  },
  "location": {
    "city_name": "Amersfoort",
    "country_name": "Nederland",
    "country_abbreviation": "NL",
    "distance_meters": -1000,
    "is_buyer_location": false,
    "on_country_level": false,
    "abroad": false,
    "latitude": 52.165184866186,
    "longitude": 5.3490164965681
  },
  "date": "Vandaag",
  "image_urls": [
    "//images.marktplaats.com/api/v1/listing-mp-p/images/0b/0bcbce52-3d94-4564-9213-7e95d0b6d464?rule=ecg_mp_eps$_82.jpg",
    "//images.marktplaats.com/api/v1/listing-mp-p/images/a3/a36774ec-c17b-4aaf-bdcd-59af4a13be27?rule=ecg_mp_eps$_82.jpg",
    "//images.marktplaats.com/api/v1/listing-mp-p/images/69/69b105be-ed0c-4ecb-9cb3-f5352433d36b?rule=ecg_mp_eps$_82.jpg"
  ],
  "seller_information": {
    "seller_id": 899525,
    "seller_name": "ESE Automotive",
    "show_soi_url": true,
    "show_website_url": false,
    "seller_logo_url": "//images.marktplaats.com/api/v1/profile-mp-p/images/b5/b5616da9-a28f-4fb3-b6a6-024f5f44aad9?rule=ecg_mp_eps$_82",
    "is_verified": false
  },
  "category_id": 150,
  "priority_product": "DAGTOPPER",
  "opval_sticker_text": "Pano-Dsg-Leder",
  "video_on_vip": true,
  "urgency_feature_active": false,
  "nap_available": false,
  "trust_indicators": [
    {
      "key": "FinanceAvailable"
    },
    {
      "key": "LezSuitable"
    }
  ],
  "highlights": [
    {
      "key": "FinanceAvailable"
    },
    {
      "key": "LezSuitable"
    }
  ],
  "attributes": [
    {
      "key": "constructionYear",
      "value": "2018",
      "values": [
        "2018"
      ]
    },
    {
      "key": "mileage",
      "value": "118223",
      "unit": "km",
      "values": [
        "118223"
      ]
    },
    {
      "key": "energyLabel",
      "value": "D",
      "values": [
        "D"
      ]
    },
    {
      "key": "fuel",
      "value": "Benzine",
      "values": [
        "Benzine"
      ]
    },
    {
      "key": "transmission",
      "value": "Automaat",
      "values": [
        "Automaat"
      ]
    },
    {
      "key": "body",
      "value": "Hatchback",
      "values": [
        "Hatchback"
      ]
    },
    {
      "key": "model",
      "value": "Leon",
      "values": [
        "Leon"
      ]
    },
    {
      "key": "options",
      "value": "Lichtsensor",
      "values": [
        "Cruise Control",
        "Climate control",
        "Parkeersensor",
        "Panoramadak",
        "Lichtsensor",
        "Startonderbreker",
        "Sportstoelen",
        "Elektrische buitenspiegels",
        "Verwarmde buitenspiegels",
        "Verkeersbordherkenning",
        "Alarm",
        "Airbags",
        "Boordcomputer",
        "Keyless entry",
        "Airconditioning",
        "ABS",
        "Radio",
        "Stoelverwarming",
        "Lederen bekleding",
        "Electronic Stability Program (ESP)",
        "Apple Carplay",
        "Elektrische ramen",
        "Spraakbediening",
        "Lane Departure Warning",
        "Navigatiesysteem",
        "LED verlichting",
        "Open dak",
        "Regensensor",
        "Mistlampen",
        "Android Auto"
      ]
    },
    {
      "key": "priceType",
      "value": "Te koop",
      "values": [
        "Te koop"
      ]
    }
  ],
  "extended_attributes": [
    {
      "key": "emptyWeightCars",
      "value": "1227 kg",
      "values": [
        "1227 kg"
      ]
    },
    {
      "key": "condition",
      "value": "Gebruikt",
      "values": [
        "Gebruikt"
      ]
    },
    {
      "key": "euronormBE",
      "value": "Euro 6",
      "values": [
        "Euro 6"
      ]
    },
    {
      "key": "numberOfCilindersCars",
      "value": "4 cilinders",
      "values": [
        "4 cilinders"
      ]
    }
  ],
  "traits": [
    "MICROTIP",
    "EXTRA_BRANDING",
    "ETALAGE",
    "TRADE_IN_REQUEST_AVAILABLE",
    "NO_COMMERCIAL_CONTENT",
    "DAG_TOPPER_7DAYS",
    "WARRANTY_LABEL",
    "FEED_BOOSTER_HIGH",
    "TEST_DRIVE_REQUEST_AVAILABLE",
    "CALL_BACK_REQUEST_AVAILABLE",
    "FINANCE_AVAILABLE",
    "VIDEO",
    "PACKAGE_PREMIUM",
    "AUTOMOTIVE_EXTENDED_ASQ",
    "REQUEST_BUYER_LOCATION_IN_ASQ",
    "EXTRA_LARGE_PHOTOS",
    "EXTRA_IMAGES_SNIPPET",
    "HIGHLIGHTS",
    "CONTACT_SALES_REPRESENTATIVES",
    "DEALER_PACKAGE_PREMIUM",
    "EXTERNAL_REVIEWS",
    "NO_RESPONSE_TIME_IN_VIP",
    "COMPANY_PHOTO_AND_LOGO"
  ],
  "verticals": [
    "seat",
    "cars",
    "automotive"
  ],
  "pictures": [
    {
      "id": 0,
      "media_id": "",
      "url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/0b/0bcbce52-3d94-4564-9213-7e95d0b6d464?rule=ecg_mp_eps$_#.jpg",
      "extra_small_url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/0b/0bcbce52-3d94-4564-9213-7e95d0b6d464?rule=ecg_mp_eps$_14.jpg",
      "medium_url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/0b/0bcbce52-3d94-4564-9213-7e95d0b6d464?rule=ecg_mp_eps$_82.jpg",
      "large_url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/0b/0bcbce52-3d94-4564-9213-7e95d0b6d464?rule=ecg_mp_eps$_83.jpg",
      "extra_extra_large_url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/0b/0bcbce52-3d94-4564-9213-7e95d0b6d464?rule=ecg_mp_eps$_85.jpg",
      "aspect_ratio": {
        "width": 1024,
        "height": 683
      }
    },
    {
      "id": 0,
      "media_id": "",
      "url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/a3/a36774ec-c17b-4aaf-bdcd-59af4a13be27?rule=ecg_mp_eps$_#.jpg",
      "extra_small_url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/a3/a36774ec-c17b-4aaf-bdcd-59af4a13be27?rule=ecg_mp_eps$_14.jpg",
      "medium_url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/a3/a36774ec-c17b-4aaf-bdcd-59af4a13be27?rule=ecg_mp_eps$_82.jpg",
      "large_url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/a3/a36774ec-c17b-4aaf-bdcd-59af4a13be27?rule=ecg_mp_eps$_83.jpg",
      "extra_extra_large_url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/a3/a36774ec-c17b-4aaf-bdcd-59af4a13be27?rule=ecg_mp_eps$_85.jpg",
      "aspect_ratio": {
        "width": 1024,
        "height": 683
      }
    },
    {
      "id": 0,
      "media_id": "",
      "url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/69/69b105be-ed0c-4ecb-9cb3-f5352433d36b?rule=ecg_mp_eps$_#.jpg",
      "extra_small_url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/69/69b105be-ed0c-4ecb-9cb3-f5352433d36b?rule=ecg_mp_eps$_14.jpg",
      "medium_url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/69/69b105be-ed0c-4ecb-9cb3-f5352433d36b?rule=ecg_mp_eps$_82.jpg",
      "large_url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/69/69b105be-ed0c-4ecb-9cb3-f5352433d36b?rule=ecg_mp_eps$_83.jpg",
      "extra_extra_large_url": "https://images.marktplaats.com/api/v1/listing-mp-p/images/69/69b105be-ed0c-4ecb-9cb3-f5352433d36b?rule=ecg_mp_eps$_85.jpg",
      "aspect_ratio": {
        "width": 1024,
        "height": 683
      }
    }
  ],
  "search_type": "TokenMatch",
  "reserved": false,
  "vip_url": "/v/auto-s/seat/m2297024590-seat-leon-1-8-tsi-fr-business-intense-beats-carplay-pa",
  "from_url": "https://www.marktplaats.nl/l/auto-s/p/2/#f:10882"
}, // ... Many other product details
]

The scraper delivers an extensive dataset for each product listing, capturing both basic and advanced marketplace information:

Core Product Information:

• Item ID: Unique Marktplaats identifier for tracking and reference
• Title: Product headline as displayed to users
• Description: Full product description provided by sellers
• Category Specific Description: Tailored descriptions based on product category

Commercial Data:

• Price Info: Complete pricing information including currency and special offers
• Location: Seller's geographical location for logistics planning
• Date: Listing publication and update timestamps

Visual Content:

• Image URLs: Complete collection of product images for analysis
• Pictures: Additional image metadata and formatting information
• Video on VIP: Premium video content for enhanced listings

Seller Intelligence:

• Seller Information: Comprehensive seller profiles and credibility data
• Trust Indicators: Verification badges and reliability metrics
• NAP Available: Name, Address, Phone availability status

Advanced Marketplace Features:

• Category ID: Precise categorization for systematic organization
• Priority Product: Premium listing status indicators
• Opval Sticker Text: Special promotional labels and badges
• Urgency Feature Active: Time-sensitive listing indicators
• Highlights: Featured product attributes and selling points
• Attributes: Structured product specifications and characteristics
• Extended Attributes: Additional detailed product metadata
• Traits: Behavioral and categorical product markers
• Verticals: Industry-specific classification data
• Search Type: Discovery method and listing type classification
• Reserved: Reservation status for pending transactions
• VIP URL: Premium listing access links

This comprehensive data structure enables deep market analysis, competitive intelligence, pricing optimization, and consumer behavior research across the Netherlands' largest online marketplace.

Implementation Guide and Best Practices

Step-by-Step Usage:

1. Configuration Setup: Prepare your JSON input with target URLs from Marktplaats category pages or search results
2. Proxy Configuration: Configure residential proxies matching the Netherlands or nearby regions for optimal access
3. Rate Limiting: Set appropriate retry limits and item counts to avoid overwhelming the target website
4. Execution: Launch the scraper and monitor progress through the extraction process
5. Data Processing: Export and process the structured JSON output for your specific use case

Optimization Tips:

• Use category-specific URLs for focused data collection rather than broad searches
• Implement delays between requests to maintain sustainable scraping practices
• Regularly rotate proxy configurations to ensure consistent access
• Monitor for changes in Marktplaats' website structure that may affect data extraction

Common Issue Resolution:

• Access Blocked: Switch proxy regions or reduce request frequency
• Incomplete Data: Verify URL formatting and category accessibility
• Rate Limiting: Implement longer delays and reduce concurrent requests

Business Applications and Strategic Value

The Marktplaats scraper delivers immediate value through time efficiency, converting manual data collection tasks that could take days into automated processes completed in hours. This acceleration enables real-time market analysis, competitive monitoring, and trend identification that would otherwise be impossible to maintain manually.

Practical Applications:

• Competitive Intelligence: Monitor competitor pricing, product offerings, and market positioning
• Market Research: Analyze consumer preferences, pricing trends, and demand patterns
• Inventory Management: Track product availability and market saturation levels
• Business Development: Identify market gaps and emerging product opportunities

The extracted data supports strategic decision-making across industries, from retail and e-commerce to market research and business consulting, providing the foundation for data-driven growth in the Dutch marketplace.

Conclusion

The Marktplaats Product Search Scraper transforms the complex challenge of marketplace data extraction into a streamlined, automated solution. By providing comprehensive access to the Netherlands' largest online marketplace data, it empowers businesses and researchers with the insights needed for competitive advantage and market understanding.

Ready to unlock the power of Marktplaats marketplace data? Start extracting valuable insights today and transform your approach to Dutch market intelligence.

Related Actors

• Marktplaats Product Details Scraper: A specialized data extraction solution engineered to harvest comprehensive product information from Marktplaats's exclusive sneaker and streetwear marketplace.

Your feedback

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