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Mascus.com Vehicle Details Scraper: Extract Heavy Equipment & Machinery Data Worldwide

Introduction

Mascus.com operates as the world's largest online marketplace for used heavy equipment, construction machinery, agricultural vehicles, and commercial transport equipment, serving over 60 countries with millions of listings. The platform connects buyers and sellers of trucks, excavators, tractors, forklifts, cranes, and specialized industrial equipment across global markets.

For equipment dealers, fleet managers, market researchers, and procurement professionals, accessing detailed machinery data is critical for pricing decisions, inventory management, and competitive analysis. Manual collection of equipment specifications, pricing, and seller information is impractical when analyzing market trends across regions and equipment categories.

The Mascus.com Vehicle Details Scraper automates extraction of comprehensive equipment listings, enabling systematic data collection for market intelligence, competitive pricing analysis, and equipment valuation that would otherwise require extensive manual effort.

Scraper Overview

The Mascus.com Vehicle Details Scraper is a specialized tool designed to extract detailed information from individual equipment and vehicle listings on the global Mascus marketplace. It captures extensive data including equipment specifications, pricing, seller details, location information, images, and service availability across all equipment categories.

Key advantages include residential proxy support for reliable international access, configurable retry mechanisms, and comprehensive data extraction covering technical specifications, seller information, pricing details, and geographic data. The tool serves equipment dealers tracking inventory and pricing, procurement professionals researching purchasing options, market analysts studying equipment trends, and valuation specialists building pricing models.

The scraper extracts rich metadata including equipment condition, meter readings, detailed seller profiles, company information, and premium listing indicators, maintaining accuracy while respecting platform guidelines.

Input and Output Details

Example url 1: https://www.mascus.com/agriculture/hedge-cutters/greentec-hfx-3300/9sbkhldm.html

Example url 2: https://www.mascus.com/groundcare/greens-mowers/greentec-rc102/6mhjfn4m.html

Example url 3: https://www.mascus.com/groundcare/greens-mowers/greentec-scorpion-430-4-plus/bu8n7q7h.html

Example Screenshot of vehicle information page:

Input Format

{
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "US"
  },
  "max_retries_per_url": 2,
  "urls": [
    "https://www.mascus.com/agriculture/hedge-cutters/greentec-hfx-3300/9sbkhldm.html",
    "https://www.mascus.com/groundcare/greens-mowers/greentec-scorpion-430-4-plus/bu8n7q7h.html",
    "https://www.mascus.com/groundcare/greens-mowers/greentec-rc102/6mhjfn4m.html"
  ]
}

The urls parameter: Add URLs of specific equipment detail pages. Paste URLs individually or use bulk edit for prepared lists. URLs should link directly to equipment listings across any category—agricultural machinery, construction equipment, trucks, forklifts, or material handling equipment.

The max_retries_per_url parameter: Limit retry attempts if scraping fails or bot detection occurs. Default value of 2 balances thoroughness with efficiency.

The proxy parameter: Essential for reliable access. Use residential proxies matching your target market region for optimal results (e.g., "DE" for German listings, "US" for American market).

Output Format

Example output

[
  {
  "product_id": null,
  "mascus_id": null,
  "country": "DK",
  "location": "",
  "custom_location_street": "Nibevej 335",
  "custom_location_postal_code": "9200",
  "custom_location_city_name": "Aalborg",
  "custom_location_region_name": "Nordjylland",
  "custom_location_country_code": "DK",
  "brand": "Greentec",
  "model": "HFX 3300",
  "model_group": null,
  "year": 2013,
  "damaged": null,
  "image_count": 3,
  "videos_count": 0,
  "highlighted_ad": false,
  "featured_ad": false,
  "rental_ad": false,
  "auction_ad": false,
  "has_image": true,
  "has_video": false,
  "has_price": true,
  "has_transport_service": false,
  "has_finance_service": false,
  "has_insurance_service": false,
  "has_management_service": false,
  "vat_rate": 25,
  "company_name": "SD Kjærsgaard A/S",
  "company_url": "/sd-kjarsgaard-a-s/225b22c8,1,relevance,searchdealer.html",
  "company_web_site": "http://www.sdk.dk/",
  "company_badge_years": 18,
  "company_street": "Nibevej 335",
  "company_city": "Aalborg",
  "company_region": "Nordjylland",
  "company_postal_code": "9200",
  "company_country": "DK",
  "logo_file": "https://st.mascus.com/locator/logo/sd-kjarsgaard-a-s,225b22c8.png",
  "images_small_urls": [
    "https://dnge9sb91helb.cloudfront.net/image/product/medium/6d85e6a7/greentec-hfx-3300,0e807204.jpg",
    "https://dnge9sb91helb.cloudfront.net/image/product/medium/6d85e6a7/greentec-hfx-3300,109664ae.jpg",
    "https://dnge9sb91helb.cloudfront.net/image/product/medium/6d85e6a7/greentec-hfx-3300,04dbe6f1.jpg"
  ],
  "images_large_urls": [
    "https://dnge9sb91helb.cloudfront.net/imagetilewm/product/6d85e6a7/greentec-hfx-3300,0e807204.jpg",
    "https://dnge9sb91helb.cloudfront.net/imagetilewm/product/6d85e6a7/greentec-hfx-3300,109664ae.jpg",
    "https://dnge9sb91helb.cloudfront.net/imagetilewm/product/6d85e6a7/greentec-hfx-3300,04dbe6f1.jpg"
  ],
  "video_urls": [],
  "generic_catalog_image_url": "https://st.mascus.com/images/no_pic_agriculture_600.gif",
  "user_id": null,
  "price_original": 25000,
  "price_original_unit": "DKK",
  "price_euro": null,
  "price_in_user_currency": 3896,
  "user_currency": "USD",
  "region_code": 154,
  "continent_code": 150,
  "category_path": "agriculture/hedgecutters",
  "catalog_name": "agriculture",
  "organization_id": null,
  "meter_readout_with_unit": null,
  "meter_readout_kilometers": null,
  "meter_readout_hours": null,
  "q_category_name": "hedgecutters",
  "parent_category": null,
  "status_code": 1,
  "item_type": 2,
  "visibility_byte": 3,
  "latitude": 57.0059,
  "longitude": 9.81308,
  "create_date": "2025-12-28T21:02:00",
  "modify_date": "2025-12-28T21:07:00",
  "expiry_date": "2034-08-31T00:00:00",
  "payment_date": null,
  "seller_first_name": "Michael",
  "seller_last_name": "Høst",
  "seller_email": "mho@sdk.dk",
  "seller_phone": "+45 24867630",
  "seller_mobile": "+45 24867630",
  "seller_street": "Nibevej 335",
  "seller_city": "Aalborg sv",
  "seller_region": "Nordjylland",
  "seller_postal_code": "9200",
  "seller_country": "DK",
  "seller_language": "DA",
  "seller_company_name": "SD Kjærsgaard A/S",
  "seller_trading_languages": "",
  "seller_sales_territory": "",
  "seller_whats_app": false,
  "seller_instant_messagings": [],
  "seller_profile_photo_file": "",
  "seller_profile_photo_url": "",
  "is_freespee_enabled": false,
  "freespee_package": "",
  "favorite_ad": false,
  "search_title": "Agriculture, Hedge cutters, Greentec",
  "asset_basic_info": [
    {
      "key": "translate:pp_qcategoryname_h",
      "value": "translate:pc_hedgecutters"
    },
    {
      "key": "translate:pp_brandmodel_h",
      "value": "Greentec HFX 3300"
    },
    {
      "key": "translate:pp_yearofmanufacture_h",
      "value": "2013"
    },
    {
      "key": "translate:pp_antique_h",
      "value": "-"
    },
    {
      "key": "translate:pp_location_h",
      "value": "Aalborg, Nordjylland"
    },
    {
      "key": "translate:pp_country_h",
      "value": "translate:country_DK"
    },
    {
      "key": "translate:pp_productid_h",
      "value": "6D85E6A7"
    }
  ],
  "asset_other_informations": [],
  "asset_approved_used_program": {
    "key": null,
    "value": null
  },
  "asset_pricing_info": [
    {
      "key": "translate:product_card_yourcurrency",
      "value": [
        "USD",
        "AED,ALL,ANG,ARS,AUD,AWG,BAM,BDT,BGN,BHD,BIF,BMD,BND,BOB,BRL,BSD,BTN,BWP,BYN,BZD,CAD,CHF,CLP,CNY,COP,CRC,CUP,CVE,CZK,DJF,DKK,DOP,DZD,ETB,EUR,FJD,GBP,GHS,GIP,GMD,GNF,GTQ,GYD,HKD,HNL,HUF,IDR,ILS,INR,IQD,IRR,ISK,JMD,JOD,JPY,KES,KHR,KMF,KPW,KRW,KWD,KYD,KZT,LAK,LBP,LKR,LRD,LYD,MAD,MMK,MNT,MOP,MRO,MUR,MVR,MWK,MXN,MYR,MZN,NGN,NIO,NOK,NPR,NZD,OMR,PAB,PEN,PGK,PHP,PKR,PLN,PYG,QAR,RON,RUB,SAR,SBD,SCR,SDG,SEK,SGD,SLL,SOS,STD,SYP,SZL,THB,TND,TOP,TRY,TTD,TWD,TZS,UAH,UGX,USD,UYU,UZS,VND,VUV,WST,XAF,XCD,XOF,XPF,YER,ZAR,ZMW"
      ]
    },
    {
      "key": "translate:pp_priceeuro_h",
      "value": [
        "3,896 $",
        "25,000 DKK"
      ]
    },
    {
      "key": "translate:pp_vatrate_h",
      "value": [
        "974 $",
        "6,250 DKK"
      ]
    },
    {
      "key": "translate:pp_pricetaxinc_h",
      "value": [
        "4,870 $",
        "31,250 DKK"
      ]
    }
  ],
  "asset_details_info": [
    {
      "key": "translate:pp_internalstocknumber_h",
      "value": "22772"
    },
    {
      "key": "translate:pp_manufacturenumber_h",
      "value": "213833597"
    },
    {
      "key": "translate:pp_productioncountry_h",
      "value": "translate:country_DK"
    },
    {
      "key": "translate:pp_constructionequipment_h",
      "value": null
    },
    {
      "key": "translate:pa_attachments",
      "value": []
    }
  ],
  "asset_additional_sellers": [],
  "rental_pricing": null,
  "rental_details": null,
  "auction_data": null,
  "customize_layout": false,
  "customize_style_name": null,
  "customize_show_external_link": false,
  "customize_show_contact_form": false,
  "external_link": null,
  "other_information_detected_phone_numbers": null,
  "other_information_detected_emails": null,
  "other_information_detected_web_sites": null
}
]

The scraper returns extensive equipment data with 90+ fields covering:

Equipment Identification:

• Product ID: Internal Mascus identifier. Essential for tracking listings and database management.
• Mascus ID: Unique global listing identifier. Critical for cross-platform tracking and duplicate detection.
• Brand: Equipment manufacturer. Key for brand analysis and market segmentation.
• Model: Specific equipment model. Enables model-specific pricing and availability analysis.
• Model Group: Equipment model family. Useful for comparative analysis across similar models.
• Year: Manufacturing year. Critical for age-based pricing analysis and depreciation modeling.

Pricing Information:

• Price Original: Listed price in original currency. Core data for pricing analysis.
• Price Original Unit: Currency of original price. Essential for multi-currency analysis.
• Price Euro: Standardized Euro conversion. Enables cross-market price comparison.
• Price In User Currency: Price in user's local currency. Facilitates local market analysis.
• VAT Rate: Applied tax rate. Important for total cost calculation and cross-border comparison.

Condition & Specifications:

• Damaged: Damage status indicator. Critical for condition-based valuation.
• Meter Readout With Unit: Usage measurement with unit. Essential for valuation and condition assessment.
• Meter Readout Kilometers: Distance traveled. Key metric for transport equipment.
• Meter Readout Hours: Operating hours. Critical for construction and agricultural equipment valuation.

Location Data:

• Country: Equipment location country. Enables geographic market analysis.
• Location: Detailed location string. Provides regional pricing insights.
• Custom Location fields (Street, Postal Code, City, Region, Country Code): Granular geographic data for proximity analysis and logistics planning.
• Latitude/Longitude: GPS coordinates. Enables mapping and distance calculations.
• Region Code/Continent Code: Standardized geographic classifications. Facilitates regional market segmentation.

Seller Information:

• Company Name: Seller company name. Identifies dealers and fleet operators.
• Company URL/Web Site: Seller online presence. Enables seller research and verification.
• Company Badge Years: Mascus membership duration. Indicates seller reliability and experience.
• Company Address fields: Complete seller contact information.
• Seller fields (Name, Email, Phone, Mobile, WhatsApp): Direct contact data for outreach.
• Seller Trading Languages/Sales Territory: International capability indicators.
• User ID/Organization ID: Unique seller identifiers for tracking seller activity.

Media & Visual Content:

• Image Count/Videos Count: Media quantity. Quality indicator for listing investment.
• Has Image/Has Video: Media availability flags. Quick quality filters.
• Images Small/Large URLs: Direct image links. Visual documentation and analysis.
• Video URLs: Video content links. Premium listing indicator.
• Generic Catalog Image URL: Standard equipment imagery. Fallback visual reference.

Listing Features:

• Highlighted Ad/Featured Ad: Premium placement indicators. Shows seller marketing investment.
• Rental Ad/Auction Ad: Transaction type flags. Enables category-specific analysis.
• Has Price/Transport/Finance/Insurance/Management Service: Available services. Value-added offering indicators.

Temporal Data:

• Create Date: Original listing date. Tracks listing age and inventory velocity.
• Modify Date: Last update timestamp. Indicates active management.
• Expiry Date: Listing expiration. Urgency indicator for buyers.
• Payment Date: Subscription payment date. Premium seller indicator.

Categorization:

• Category Path: Full category hierarchy. Enables detailed category analysis.
• Catalog Name/Q Category Name: Category classifications. Market segmentation data.
• Parent Category: Top-level category. High-level market analysis.

Asset Details:

• Asset Basic Info: Core specifications. Technical equipment details.
• Asset Other Informations: Additional specifications. Supplementary technical data.
• Asset Pricing Info: Detailed pricing breakdown. Complex pricing analysis.
• Asset Details Info: Extended specifications. Comprehensive technical documentation.

Rental & Auction Data:

• Rental Pricing/Details: Rental-specific information. Rental market analysis.
• Auction Data: Auction-specific details. Auction market intelligence.

Contact Intelligence:

• Other Information Detected fields (Phone Numbers, Emails, Web Sites): Additional contact data extracted from descriptions.

Each field enables specific analysis for equipment valuation, market research, competitive intelligence, and procurement optimization across global heavy equipment markets.

Usage Guide

Setting Up Equipment Data Extraction

Step 1: Collect Target Equipment URLs

Navigate Mascus.com to identify equipment listings for extraction:

• Agricultural machinery (tractors, harvesters, implements)
• Construction equipment (excavators, loaders, bulldozers)
• Trucks and commercial vehicles
• Material handling equipment (forklifts, telehandlers)
• Specialized industrial machinery

Copy complete URLs of target listings.

Step 2: Configure for International Markets

Set proxy country to match your target market:

• European markets: "DE", "FR", "NL", "UK"
• North America: "US", "CA"
• Asia-Pacific: "AU", "SG"

This improves access reliability and data accuracy for regional pricing.

Step 3: Organize URL Lists

Structure URLs by:

• Equipment category for segment analysis
• Geographic region for market comparison
• Price range for valuation studies
• Equipment age for depreciation modeling

Best Practices

URL Collection Strategy:

• Systematically gather URLs from search results before detailed extraction
• Categorize by equipment type and market for organized analysis
• Verify listing activity before scraping
• Update URL lists regularly as inventory changes

Multi-Market Analysis:

• Use region-appropriate proxies for each market
• Track currency conversions for pricing comparability
• Account for VAT differences in price analysis
• Consider logistics costs in cross-border comparisons

Equipment Category Considerations:

Construction Equipment:

• Focus on meter_readout_hours for usage assessment
• Track brand and model for resale value analysis
• Monitor damaged flag for condition-based pricing
• Analyze geographic concentration for market saturation

Agricultural Machinery:

• Seasonal listing patterns affect availability
• Year and hours critical for valuation
• Regional pricing varies by agricultural economics
• Rental options common in certain markets

Trucks & Transport:

• Meter_readout_kilometers primary condition metric
• Country regulations affect marketability
• Transport service availability affects buyer interest
• Cross-border sales complexity varies by region

Common Troubleshooting

Access Issues:

• Verify URLs are current and listings active
• Ensure proxy configuration matches target market
• Check for temporary platform restrictions
• Test with small batches before large-scale extraction

Data Quality:

• Validate numeric fields (price, meter readings)
• Handle missing optional fields appropriately
• Cross-reference seller information for accuracy
• Monitor for page structure changes

Benefits and Applications

Equipment Valuation: Build comprehensive pricing models using age, hours, condition, and location data. Track depreciation curves across equipment types and analyze regional price variations for arbitrage opportunities.

Market Intelligence: Monitor inventory levels across regions and categories, identify market trends in equipment types and pricing, track seller activity patterns and market concentration, and analyze premium listing adoption rates.

Competitive Analysis: Track competitor inventory and pricing strategies, identify market positioning of major dealers, monitor service offering differentiation, and analyze marketing investment through premium features.

Procurement Optimization: Identify best-value equipment opportunities, compare pricing across international markets, evaluate seller reliability through company data, and optimize purchasing timing based on inventory trends.

Fleet Management: Monitor resale values for fleet equipment, identify replacement timing opportunities, track similar equipment availability, and plan equipment disposition strategies.

The scraper provides advantages through:

• Global coverage across 60+ countries
• Comprehensive technical specifications for all equipment types
• Detailed seller information enabling relationship building
• Pricing data in multiple currencies for international comparison
• Media content for visual verification
• Service availability data for value assessment

Data integrates with valuation tools, procurement systems, CRM platforms, and business intelligence dashboards for immediate activation in equipment trading, fleet management, and market analysis.

Conclusion

The Mascus.com Vehicle Details Scraper transforms manual equipment research into automated intelligence gathering. By providing structured access to the world's largest heavy equipment marketplace, it enables data-driven decisions in equipment procurement, valuation, and market strategy.

Whether analyzing global construction equipment markets, tracking agricultural machinery pricing, managing fleet disposal, or building equipment valuation models, this scraper delivers the comprehensive data needed for professional heavy equipment market intelligence.

Ready to unlock global equipment market insights? Start extracting detailed Mascus.com data today.

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• mascus.com Vehicle Search Scraper: A specialized data extraction tool engineered to harvest detailed vehicle information from mascus's vehicle marketplace.

Your feedback

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