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Hemmings.com Classic Cars Scraper: Extract Vintage & Collector Vehicle Listings

Introduction

Hemmings.com stands as the world's premier marketplace for classic, vintage, and collector vehicles, serving automotive enthusiasts and dealers for over 70 years. With hundreds of thousands of listings spanning classic cars, muscle cars, antiques, and rare collector vehicles, Hemmings represents the most comprehensive database of collectible automobiles available online.

For classic car dealers, automotive researchers, investment analysts, and collectors, accessing this extensive vehicle data is crucial for market analysis, inventory sourcing, price benchmarking, and competitive intelligence. However, manually collecting listing information across different makes, models, and price ranges is extremely time-consuming, especially when tracking market trends or building comprehensive inventory databases.

The Hemmings.com Cars Search Scraper automates this data extraction process, enabling systematic collection of classic vehicle listings with complete specifications, pricing data, seller information, and market metrics that would otherwise require countless hours of manual research.

Scraper Overview

The Hemmings.com Cars Search Scraper is a specialized data extraction tool designed to systematically collect classic and collector vehicle listings from Hemmings' extensive marketplace. This scraper utilizes advanced web automation to navigate search results and extract detailed vehicle information efficiently.

Key advantages include configurable proxy support for reliable data collection, retry mechanisms for handling network issues, and flexible pagination controls for managing large datasets. It's particularly valuable for classic car dealers managing inventory pipelines, automotive market researchers analyzing pricing trends, investment analysts tracking collector vehicle values, and enthusiasts building comprehensive vehicle databases.

The scraper handles various search parameters including make/model queries, price range filtering, sorting by popularity or date, and custom page controls. It maintains high data accuracy while respecting rate limits and implementing ethical scraping practices for long-term reliability.

Input and Output Details

Example url 1: https://www.hemmings.com/classifieds/cars-for-sale

Example url 2: https://www.hemmings.com/classifieds/cars-for-sale/bmw?adtype=cars-for-sale&make_id%5B%5D=168&distance=50&per_page=30&sort_by=weekly_view_count&order=DESC

Example url 3: https://www.hemmings.com/classifieds/cars-for-sale?adtype=cars-for-sale&distance=50&q=civic&per_page=30&sort_by=year&order=ASC

Example Screenshot of automotive list by query page:

Input Format

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

Scrape with URLs:

{
  "proxy": {
    "useApifyProxy": false
  },
  "ignore_url_failures": true,
  "max_retries_per_url": 2,
  "max_items_per_url": 20,
  "urls": [
    "https://www.hemmings.com/classifieds/cars-for-sale/bmw?adtype=cars-for-sale&make_id%5B%5D=168&distance=50&per_page=30&sort_by=weekly_view_count&order=DESC",
    "https://www.hemmings.com/classifieds/cars-for-sale",
    "https://www.hemmings.com/classifieds/cars-for-sale?adtype=cars-for-sale&distance=50&q=civic&per_page=30&sort_by=year&order=ASC"
  ]
}

The urls parameter: Add URLs of car listing pages you want to scrape. Navigate to Hemmings.com, perform your search with desired filters (make, model, year, price), then copy the URL. You can add URLs one by one or use bulk edit.

The ignore_url_failures parameter: If true, scraper continues even if some URLs fail after maximum retries, ensuring one problematic URL doesn't halt your entire job.

When providing URLs, all "Scrape with search filters" options are disabled. The system only collects data from specified URLs.

Scrape with Search Filters:

{
  "keyword": "BMW",
  "sort_by": "weekly_view_count-DESC",
  "page": 1,
  "max_items_per_url": 20,
  "max_retries_per_url": 2,
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "US"
  }
}

The keyword parameter: Enter search keyword for vehicles (e.g., "BMW", "Mustang", "Corvette", "Ford Model T", "Porsche 911").

The sort_by parameter: Sort results by:

• "weekly_view_count-DESC" - Most popular listings
• "relevant_date-DESC" - Newest listings first
• "relevant_date-ASC" - Oldest listings first
• "current_price-ASC" - Lowest price first
• "current_price-DESC" - Highest price first
• "year-ASC" - Oldest vehicles first
• "year-DESC" - Newest vehicles first
• "" (empty) - Recommended (default)

The page parameter: Specify starting page number for scraping, useful for resuming interrupted jobs or targeting specific result ranges.

When using search filters, leave the urls field empty.

General Options:

The max_items_per_url parameter: Limit items per URL or search. Default is 20, balancing comprehensive collection with manageable batch sizes.

The max_retries_per_url parameter: Maximum retry attempts if scraping fails. Default is 2, providing good balance between thoroughness and efficiency.

The proxy parameter: Essential for maintaining anonymity and avoiding detection. Residential proxies recommended for best results with Hemmings.com.

Output Format

The scraper returns structured vehicle listing data with each field serving specific purposes:

• ID: Unique listing identifier in Hemmings system. Essential for tracking specific listings, preventing duplicates, and referencing vehicles over time.

• Listing Type: Classification of listing format (e.g., classified ad, auction, dealer listing). Indicates sales method and urgency level for acquisition strategies.

• Type: Vehicle category classification. Useful for segmenting inventory by collector car type, muscle car, antique, etc.

• Status: Current listing status (active, sold, pending). Critical for real-time inventory tracking and market availability analysis.

• Title: Brief listing headline. Quick identification of vehicle for database sorting and initial screening.

• Long Title: Extended descriptive title. Provides comprehensive vehicle description for detailed cataloging and marketing.

• Abstract: Short listing summary. Offers quick overview of vehicle condition, features, and highlights for rapid assessment.

• Body: Complete listing description. Contains detailed information about vehicle history, condition, modifications, restoration work, and unique features for thorough evaluation.

• URL: Direct link to listing page. Essential for accessing full details, additional photos, and contacting sellers.

• Price: Listed asking price. Primary data point for market analysis, investment evaluation, and pricing strategies.

• Current Price: Active price (may differ from original if reduced). Tracks price changes and negotiation opportunities.

• Price Alt: Alternative pricing information. May contain "Make Offer" or other pricing terms.

• Current Bid: Active bid amount for auction listings. Tracks real-time market interest and competitive bidding.

• Offer Count: Number of offers received. Indicates demand level and potential for negotiation.

• Has Reserve: Boolean indicating reserve price existence. Important for auction bidding strategies.

• Reserve Met: Boolean showing if reserve price reached. Critical auction status indicator.

• Location: General vehicle location. Important for logistics planning and regional market analysis.

• City: Specific city location. Enables precise geographic targeting and shipping cost calculation.

• State: State/province location. Useful for regional inventory analysis and tax considerations.

• Listing Date: Date listing was posted. Tracks market freshness and seller urgency.

• Start Date: Auction/listing start date. Important for auction timing and campaign planning.

• End Date: Listing expiration or auction end date. Creates urgency for purchasing decisions.

• Sold At: Final sale price if vehicle sold. Crucial for historical price analysis and market trend tracking.

• Trending: Boolean indicating if listing is popular. Shows high-interest vehicles for market trend analysis.

• Is Featured: Boolean showing if listing is promoted. Indicates premium listings and dealer investment level.

• Seller: Seller name or username. Identifies private sellers vs dealers for sourcing strategies.

• Thumbnail: Main listing image URL. Visual identification for catalog building and marketing materials.

• Brand: Vehicle brand/manufacturer. Primary classification for make-specific research.

• Dealer: Dealer information if applicable. Identifies professional sellers for B2B relationships.

• Stock No: Dealer inventory stock number. Useful for dealer inventory tracking and cross-referencing.

• Year: Vehicle manufacturing year. Critical specification for collector value assessment.

• Make: Vehicle manufacturer. Primary search and classification criterion.

• Model: Vehicle model name. Essential for specific vehicle targeting and comparison.

• Live Date: Date listing went live. Tracks actual market availability timing.

• VIN: Vehicle Identification Number. Unique identifier for vehicle history research, authentication, and ownership verification.

Each field supports classic car dealing operations, market research, investment analysis, and collector database management.

Example Output:

[
  {
  "id": 31647,
  "listing_type": "auctions",
  "type": "make_offer",
  "status": "live",
  "title": "2000 BMW 740iL",
  "long_title": "Meticulously Maintained 2000 BMW 740IL Sedan with All Service Records",
  "abstract": null,
  "body": null,
  "url": "https://www.hemmings.com/listing/2000-bmw-740il-denver-co-388807",
  "price": "$17,999",
  "current_price": "$17,999",
  "price_alt": null,
  "current_bid": null,
  "offer_count": null,
  "has_reserve": false,
  "reserve_met": true,
  "location": "Denver, CO 80207",
  "city": null,
  "state": "CO",
  "listing_date": "2026-01-07 14:35:04",
  "start_date": "2026-01-07T15:00:34-05:00",
  "end_date": null,
  "sold_at": null,
  "trending": false,
  "is_featured": false,
  "seller": "Weisco Motorcars LTD",
  "thumbnail": {
    "xl": {
      "16:9": "https://thumbor-auction.hmn.com/yyk-CM0E4Qt84CG4lo9q1FM00dI=/900x507/filters:format(webp)/4163616/156367033.jpg",
      "1:1": "https://thumbor-auction.hmn.com/5SogQs5kgZ2C2cdODxPN4isSfyM=/900x900/filters:format(webp)/4163616/156367033.jpg",
      "3:2": "https://thumbor-auction.hmn.com/zBzZp0bKof3vIWaut3p6LQ5vsHY=/900x600/filters:format(webp)/4163616/156367033.jpg",
      "4:3": "https://thumbor-auction.hmn.com/UYsC1xZPqwVqMDeROiYEacNJZ_Y=/900x675/filters:format(webp)/4163616/156367033.jpg",
      "full": "https://thumbor-auction.hmn.com/5InQ4eHORskHe3ULFd15dBmVy18=/900x0/filters:format(webp)/4163616/156367033.jpg"
    },
    "md": {
      "16:9": "https://thumbor-auction.hmn.com/9U-Nxfv264JNFQhCWEV9qnGfuiE=/300x169/filters:format(webp)/4163616/156367033.jpg",
      "1:1": "https://thumbor-auction.hmn.com/YP6lB46ZLl0_hdbfewjYLQ3dBYs=/300x300/filters:format(webp)/4163616/156367033.jpg",
      "3:2": "https://thumbor-auction.hmn.com/EAJGBDW0zfK_NESvk8CMqRykbXw=/300x200/filters:format(webp)/4163616/156367033.jpg",
      "4:3": "https://thumbor-auction.hmn.com/_rnTvqN_QssTQltIXKP4CfFaFZ0=/300x225/filters:format(webp)/4163616/156367033.jpg",
      "full": "https://thumbor-auction.hmn.com/z9vg21WoWmItaXmd_PGl_dIC5oo=/300x0/filters:format(webp)/4163616/156367033.jpg"
    },
    "xs": {
      "16:9": "https://thumbor-auction.hmn.com/hA3fNRol5Xj2chbqirMSdU2MxXg=/120x68/filters:format(webp)/4163616/156367033.jpg",
      "1:1": "https://thumbor-auction.hmn.com/YQfRi1UOntVz1YFFmkknCoUJd0c=/120x120/filters:format(webp)/4163616/156367033.jpg",
      "3:2": "https://thumbor-auction.hmn.com/mUhM91ICBxMVecBkljEDUozrJ64=/120x80/filters:format(webp)/4163616/156367033.jpg",
      "4:3": "https://thumbor-auction.hmn.com/PQSCOLqfYaoje1Fq-f27d_4oLWA=/120x90/filters:format(webp)/4163616/156367033.jpg",
      "full": "https://thumbor-auction.hmn.com/rRlAeK_rnjjXV4daxyILXKFeYws=/120x0/filters:format(webp)/4163616/156367033.jpg"
    },
    "lg": {
      "16:9": "https://thumbor-auction.hmn.com/wPmJmqsvHVQ62XEmvyxS12q-Kbk=/450x254/filters:format(webp)/4163616/156367033.jpg",
      "1:1": "https://thumbor-auction.hmn.com/p8ztd08MceD18t_X11saVPd1PDQ=/450x450/filters:format(webp)/4163616/156367033.jpg",
      "3:2": "https://thumbor-auction.hmn.com/jZ2Da6ITGxW9LT4szuUtFkLLfGg=/450x300/filters:format(webp)/4163616/156367033.jpg",
      "4:3": "https://thumbor-auction.hmn.com/6yRCMLzHij5Rvmwg05OK0hXip2k=/450x338/filters:format(webp)/4163616/156367033.jpg",
      "full": "https://thumbor-auction.hmn.com/uvTMUIEY9mNo0bSwIs_E16C95JE=/450x0/filters:format(webp)/4163616/156367033.jpg"
    }
  },
  "brand": null,
  "dealer": {
    "address": "3815 Grape St",
    "city": "Denver",
    "name": "Weisco Motorcars LTD",
    "id": 814,
    "state": "CO",
    "postal_code": "80207",
    "slug": null
  },
  "stock_no": null,
  "year": 2000,
  "make": {
    "name": "BMW",
    "id": 168,
    "slug": "bmw"
  },
  "model": {
    "name": "740iL",
    "id": 5814,
    "slug": "740il"
  },
  "live_date": "2026-01-07 15:00:34",
  "vin": null,
  "from_url": "https://www.hemmings.com/classifieds/cars-for-sale/bmw"
}
]

Usage Guide

Option 1: Scraping with URLs

Navigate to Hemmings.com and construct targeted searches using their filters for make, model, year range, price range, location, and other criteria. Copy resulting URLs into the urls array.

Best practices:

• Test individual URLs before batch processing to verify data structure
• Use specific search URLs for targeted inventory (e.g., pre-war cars, muscle cars, European classics)
• Monitor for URL structure changes in Hemmings' platform
• Keep backup URLs as platform updates may alter formats
• Organize URLs by vehicle category for systematic collection

Common troubleshooting:

• Verify URL includes all necessary parameters (filters, sorting)
• Check for URL encoding issues with special characters
• Adjust retry settings if experiencing timeouts
• Use proxies if encountering access restrictions

Option 2: Scraping with Search Filters

Step 1: Define Search Keyword

Enter targeted keywords:

• By Make: "BMW", "Porsche", "Chevrolet", "Ford", "Ferrari"
• By Model: "Mustang", "Corvette", "911", "Camaro", "GTO"
• By Era: "Model T", "Brass Era", "Pre-war"
• By Type: "muscle car", "sports car", "roadster", "convertible"

Step 2: Configure Sorting

Select appropriate sorting strategy:

• Weekly View Count: Identifies most popular/desirable vehicles
• Relevant Date (DESC): Tracks newest listings for early sourcing
• Current Price (ASC/DESC): Analyzes market pricing by value range
• Year (ASC/DESC): Organizes by vehicle age for era-specific research

Step 3: Set Pagination

Use page parameter for:

• Starting from specific result page
• Resuming interrupted scrapes
• Systematic coverage of large result sets
• Targeting specific price/date ranges deeper in results

Best Practices for Filter-Based Scraping

Keyword Strategy:

• Use specific makes/models for targeted sourcing
• Combine make with model for precise results (e.g., "BMW 2002")
• Include year ranges in keywords when relevant
• Test keyword variations to maximize results

Sorting Strategy:

• Use "weekly_view_count" to identify market-hot vehicles
• Use "relevant_date" for fresh inventory monitoring
• Use "current_price" for market pricing analysis
• Use "year" for chronological vehicle research

Systematic Coverage:

1. Start with broad searches to assess market size
2. Narrow to specific makes/models of interest
3. Use multiple sorting methods for comprehensive coverage
4. Track scraped listings to avoid duplicates

Data Validation and Quality Control

Verify:

• VIN numbers are present for authentication
• Prices are in expected ranges for vehicle type/year
• Listing dates are current for active inventory
• Location data is complete for logistics
• Dealer vs private seller distinction is clear

Common Issue Resolution

Empty Results:

• Verify keyword matches Hemmings' search terms
• Broaden search criteria if too specific
• Check if make/model exists in Hemmings database
• Try alternative keyword phrasings

Incomplete Data:

• Some fields may be optional in listings
• VIN may not be provided by all sellers
• Sold listings may have limited information
• Adjust expectations for field completeness

Sorting Issues:

• Ensure sort parameter matches enum values exactly
• Use empty string for default "Recommended" sort
• Verify sort order (ASC/DESC) matches needs

Proxy Configuration

Recommendations:

• Use US-based proxies for optimal Hemmings access
• Residential proxies provide better reliability
• Rotate proxies for high-volume scraping
• Monitor for rate limiting and adjust accordingly

Benefits and Applications

Time Savings: Reduces hours of manual listing review to minutes of automated extraction, enabling focus on analysis and purchasing decisions rather than data gathering.

Primary Applications:

Classic Car Dealer Inventory Management: Build comprehensive sourcing databases, track competitor inventory, monitor market availability by make/model, and identify undervalued acquisition opportunities.

Market Research & Analysis: Track pricing trends across vehicle categories, analyze demand indicators through view counts and offers, identify emerging collector markets, and benchmark asking vs sold prices.

Investment Analysis: Monitor collector vehicle values over time, identify appreciation trends by make/model/year, track auction results vs classified sales, and assess market liquidity for specific vehicles.

Competitive Intelligence: Track dealer inventory strategies, monitor pricing positioning by competitor, identify market gaps and opportunities, and analyze regional market variations.

Enthusiast Database Building: Create personal watchlists for dream cars, track specific VINs across listings, monitor price changes on followed vehicles, and build comprehensive research archives.

Competitive Advantages:

• Access to complete listing data including VINs for authentication
• Real-time market metrics (trending status, offer counts, view data)
• Historical pricing when vehicles sell
• Dealer vs private seller segmentation
• Complete vehicle specifications and descriptions

Integration with CRM systems, inventory management platforms, and analytics tools enables immediate activation for sourcing workflows, market reports, and investment decisions.

Conclusion

The Hemmings.com Cars Search Scraper transforms manual classic vehicle research into efficient automated data collection. By providing structured access to the world's largest classic car marketplace, it empowers dealers, researchers, investors, and enthusiasts to make data-driven decisions about vehicle sourcing, pricing, and market timing.

Whether building dealer inventory pipelines, conducting market research, tracking investment vehicles, or managing personal collections, this scraper provides systematic extraction capabilities that accelerate classic automotive intelligence gathering.

Ready to streamline your classic car market research? Start extracting valuable insights from Hemmings.com's extensive marketplace today and transform your vintage vehicle sourcing and analysis capabilities.

Your feedback

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