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Mascus.com Vehicles Search Scraper: Extract Heavy Machinery & Equipment Data Worldwide

Introduction

Mascus.com stands as the world's largest online marketplace for used heavy machinery, construction equipment, agricultural vehicles, and commercial trucks. Operating in over 60 countries with millions of listings, Mascus connects buyers and sellers of industrial equipment ranging from tractors and excavators to forklifts and cranes. The platform hosts an extensive database of equipment specifications, pricing data, and seller information that proves invaluable for dealers, fleet managers, equipment brokers, and market analysts.

Manually collecting this wealth of machinery data across different categories, brands, and locations is extremely time-consuming and impractical for large-scale market analysis or inventory sourcing. The Mascus.com Vehicles Search Scraper automates this process, enabling systematic extraction of equipment listings with complete specifications, pricing in multiple currencies, location data, and seller details.

Scraper Overview

The Mascus.com Vehicles Search Scraper is a specialized data extraction tool designed to systematically collect machinery and vehicle listings from Mascus's comprehensive marketplace. This scraper efficiently navigates through search results and extracts detailed equipment profiles including technical specifications, pricing information, seller data, and visual content.

Key advantages include configurable retry mechanisms for handling network issues, flexible pagination controls for managing large datasets, and proxy support for reliable access. The tool is particularly valuable for equipment dealers sourcing inventory, market researchers analyzing pricing trends, fleet managers comparing equipment options, and competitive intelligence teams tracking market availability.

The scraper handles various equipment categories including agriculture (tractors, harvesters, implements), construction (excavators, loaders, bulldozers), material handling (forklifts, telehandlers), trucks and trailers, forestry equipment, and specialty machinery across global markets.

Input and Output Details

Example url 1: https://www.mascus.com/main-category/agriculture

Example url 2: https://www.mascus.com/agriculture/agricultural-harvesters

Example url 3: https://www.mascus.com/agriculture/hedge-cutters

Example Screenshot of automotive list by query 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.mascus.com/agriculture/tractors",
    "https://www.mascus.com/construction/excavators",
    "https://www.mascus.com/trucks/tractor-units"
  ]
}

The urls parameter: Add URLs of equipment category or search result pages you want to scrape. Paste URLs individually or use bulk edit for prepared lists. Supports category pages, brand-specific searches, and filtered result pages.

The ignore_url_failures parameter: When true, the scraper continues even if some URLs fail after maximum retries, ensuring one problematic category doesn't halt 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: Maximum retry attempts for failed requests. Default is 2, providing resilience against temporary access issues.

The proxy parameter: Proxy configuration for avoiding detection and maintaining reliable access to Mascus across different regions.

Output Format

The scraper returns structured equipment data with each field serving specific business purposes:

• Product ID: Unique Mascus listing identifier. Essential for tracking listings over time, preventing duplicates, and creating reference databases.

• Brand: Equipment manufacturer (e.g., John Deere, Caterpillar, Komatsu). Critical for brand-specific sourcing, competitive analysis, and inventory categorization.

• Model: Specific equipment model designation. Enables precise equipment identification, technical specification lookup, and comparable pricing analysis.

• Year of Manufacture: Production year of the equipment. Key factor in valuation, depreciation analysis, and age-based filtering for procurement decisions.

• Catalog Name: Mascus internal categorization. Useful for understanding equipment classification and marketplace organization.

• Category Name: Primary equipment category (tractors, excavators, trucks). Essential for market segmentation and category-specific analysis.

• Meter Readout: Usage measurement (hours, kilometers, miles). Critical metric for assessing equipment condition, calculating depreciation, and evaluating value proposition.

• Meter Readout Unit: Unit of measurement for usage (hours/km/miles). Ensures proper interpretation of usage data across different equipment types.

• Location Country Code: ISO country code of equipment location. Vital for geographic analysis, logistics planning, and regional market assessment.

• Location City: City where equipment is located. Important for local sourcing, transportation cost calculation, and regional availability analysis.

• Price Euro: Listing price converted to EUR. Standardized pricing for cross-border comparison and European market analysis.

• Price Original: Price in seller's listing currency. Provides actual asking price without conversion for direct negotiation.

• Price Original Unit: Currency of original price. Essential for understanding regional pricing and currency-specific analysis.

• Price in User Currency: Price converted to user's currency. Facilitates budget planning and direct cost comparison in familiar currency.

• User Currency: Currency used for user display. Indicates platform's currency conversion reference.

• Image URL: Primary equipment image link. Valuable for visual verification, creating catalogs, and assessing equipment condition.

• Asset URL: Direct link to full Mascus listing. Reference for detailed specifications, additional photos, and seller contact.

• Company URL: Link to seller's company profile. Useful for seller research, reputation assessment, and multi-listing sourcing.

• Company Country: Seller's country location. Important for understanding seller location, potential import considerations, and regional dealer networks.

• Image Count: Number of listing photos. Indicator of listing quality and seller transparency; more photos suggest serious sellers.

• Video Count: Number of listing videos. Premium listings often include videos; signals equipment condition documentation quality.

• Company Name: Seller's business name. Essential for dealer identification, repeat sourcing, and building supplier relationships.

• Company ID: Unique Mascus seller identifier. Enables tracking of seller inventory and analyzing dealer listing patterns.

• Featured: Boolean indicating featured listing status. Premium listings may indicate serious sellers or recently refreshed inventory.

• Highlighted: Boolean for highlighted listing. Signals seller investment in visibility, suggesting motivation to sell.

• Latest 24h Ad: Boolean for new listings (last 24 hours). Critical for identifying fresh inventory and time-sensitive opportunities.

• Rental Ad: Boolean indicating rental availability. Distinguishes rental offers from sales, important for lease vs. purchase decisions.

• Auction Ad: Boolean for auction listings. Identifies auction opportunities with potential below-market pricing.

• Favorite Ad: User favorite status indicator. Tracks saved listings for comparison and monitoring.

• Create Date: Listing creation timestamp. Important for assessing inventory freshness, tracking price changes over time, and identifying stale listings.

• Seller Phone: Direct contact number. Primary channel for immediate inquiry, negotiation, and equipment inspection scheduling.

Example Output:

[
  {
  "product_id": "{4AD8F2F8-3B05-48E3-832C-DA9D04DF8731}",
  "brand": "Fiat",
  "model": "115-90",
  "year_of_manufacture": 1986,
  "catalog_name": "agriculture",
  "category_name": "tractors",
  "meter_readout": 12650,
  "meter_readout_unit": "h",
  "location_country_code": "SI",
  "location_city": "Radenci, Pomurska",
  "price_euro": null,
  "price_original": 19000,
  "price_original_unit": "EUR",
  "price_in_user_currency": 22122,
  "user_currency": "USD",
  "image_url": "https://dnge9sb91helb.cloudfront.net/image/product/medium/4ad8f2f8/fiat-115-90,d1375bc5.jpg",
  "asset_url": "/agriculture/tractors/fiat-115-90/7pgnihin.html",
  "company_url": "",
  "company_country": "",
  "image_count": 5,
  "video_count": 0,
  "company_name": "",
  "company_id": "",
  "featured": true,
  "highlighted": true,
  "latest24h_ad": false,
  "rental_ad": false,
  "auction_ad": false,
  "favorite_ad": false,
  "create_date": "2026-01-08T13:03:48.57",
  "seller_phone": "+386 41874780",
  "from_url": "https://www.mascus.com/agriculture/tractors"
}
]

Usage Guide

Scraping Strategy

To effectively use the Mascus scraper, start by identifying target equipment categories on Mascus.com. Navigate to desired categories (tractors, excavators, forklifts, etc.), apply any filters (brand, price range, location), then copy the resulting URL into your configuration.

Best practices:

• Test with single category URLs before batch processing
• Monitor for rate limiting when scraping multiple categories
• Use category-specific URLs for focused inventory sourcing
• Enable ignore_url_failures for multi-category extraction jobs
• Set appropriate max_items_per_url based on category size

Common troubleshooting:

• Adjust proxy settings if encountering access restrictions
• Reduce retry counts for faster failure handling
• Verify URL formats match current Mascus structure
• Check for region-specific URL variations

Data Applications

Equipment Sourcing & Inventory Management:

• Build searchable databases of available equipment across categories
• Track pricing trends by brand, model, and age
• Identify undervalued equipment opportunities
• Monitor competitor inventory and pricing strategies

Market Research & Analysis:

• Analyze equipment availability by region and category
• Compare pricing across countries and currencies
• Track seasonal inventory fluctuations
• Assess market liquidity for specific equipment types

Dealer Intelligence:

• Identify active sellers and their inventory patterns
• Analyze seller concentration by region
• Track featured/highlighted listing trends
• Monitor auction opportunities for below-market purchases

Fleet Management:

• Compare equipment options for replacement planning
• Benchmark pricing for budget planning
• Assess used equipment market for trade-in values
• Identify rental alternatives to purchase

Benefits and Applications

The Mascus.com Vehicles Search Scraper delivers significant advantages for heavy equipment industry professionals:

Time Efficiency: What would require days of manual research across categories and countries reduces to hours of automated extraction.

Comprehensive Coverage: Access to pricing and specifications across multiple equipment categories, brands, and global locations from a single tool.

Market Intelligence: Track inventory trends, pricing patterns, and dealer strategies across the world's largest heavy machinery marketplace.

Competitive Advantages:

• Multi-currency pricing data for international market comparison
• Equipment age and usage metrics for depreciation analysis
• Seller information for building supplier relationships
• Visual content (images/videos) for remote equipment assessment
• Timestamp data for tracking listing freshness and price changes

The structured output integrates with inventory management systems, pricing databases, and business intelligence platforms for immediate activation in procurement, sales, and market analysis workflows.

Conclusion

The Mascus.com Vehicles Search Scraper transforms time-consuming manual equipment research into efficient automated data collection. By providing structured access to the world's largest heavy machinery marketplace, it empowers dealers, fleet managers, and market analysts to make data-driven decisions for equipment procurement, pricing strategy, and competitive positioning.

Whether you're sourcing inventory for a dealership, conducting market research on equipment pricing, or analyzing global machinery availability, this scraper provides systematic data extraction capabilities to accelerate your business intelligence gathering.

Your feedback

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