Cars.com Scraper
Extract comprehensive vehicle listings from Cars.com including detailed specifications, dealer information, and real-time pricing across new and used car inventories. Access Cars.com's extensive marketplace data featuring expert reviews, consumer ratings, and advanced search filters for precise vehicle discovery.
Monitor Cars.com's marketplace dynamics including dealer promotions, financing offers, and trade-in values with their proprietary market analysis tools. Capture detailed vehicle photos, 360-degree views, and comprehensive feature lists that help consumers make informed purchasing decisions.
- 97.14% success rate (see success rate graph)
- Real-time new and used car inventory monitoring with detailed specifications
- Expert review scores and consumer rating extraction with sentiment analysis
- Dealer promotion tracking and financing offer capture with APR details
- Advanced search filter data including trim levels and option packages
- Trade-in value estimates and market price analysis extraction
Cars.com Scraper API Use Cases
Automotive Inventory Management
Optimize dealership inventory by monitoring Cars.com listings to identify fast-moving vehicles and market gaps in your region. Track competitor pricing and inventory levels to adjust your own stock and pricing strategies for maximum profitability.
Market Research & Analytics
Build comprehensive automotive market intelligence using Cars.com's extensive listing data and consumer behavior patterns. Analyze regional demand trends, popular features, and pricing elasticity to guide product development and marketing strategies.
Lead Generation Optimization
Study successful dealer listings and promotion strategies on Cars.com to improve your own lead generation campaigns. Track which vehicle features, pricing strategies, and promotional offers generate the most consumer interest and inquiries.
Competitive Pricing Strategy
Monitor real-time pricing changes across Cars.com to maintain competitive positioning in your local market. Use comprehensive market data to optimize pricing for both new and used vehicles based on regional demand and competitor analysis.
Extractable Cars.com Data Points
Rebrowser Cars.com Scraper efficiently connects with Cars.com unofficial API interface, allowing users to extract comprehensive data elements from the platform, such as:
- Vehicle specifications and trim level details
- Dealer information and contact details
- New and used car pricing data
- Expert reviews and consumer ratings
- Financing offers and lease deals
- Trade-in value estimates
- Vehicle photos and 360-degree views
- Dealer promotions and incentives
- Market price analysis and trends
- Advanced search filters and options
Cars.com Scraper Success Rate
The graph below contains real data based on our scraping operations. Latest update was 2 hours ago.
Ready-to-use Cars.com Dataset Available Now!
Access clean, structured Cars.com data instantly without building your own scraping infrastructure.
Millions of Cars.com data points ready to download
Daily updates with fresh data
Flexible data delivery via API or CSV/JSON exports
Sample Cars.com API Response Schema
| Field | Type | Description | Example |
|---|---|---|---|
listing_id | string | Unique identifier for the vehicle listing on Cars.com | CDC567890123 |
vin | string | 17-character Vehicle Identification Number | 1HGBH41JXMN109186 |
year | number | Vehicle model year | 2023 |
make | string | Vehicle manufacturer | Toyota |
model | string | Vehicle model name | Camry |
trim | string | Specific trim level of the vehicle | XLE |
price | number | Listed price in USD | 28995 |
msrp | number | Manufacturer's Suggested Retail Price | 31500 |
mileage | number | Current odometer reading (0 for new cars) | 0 |
condition | string | Vehicle condition (new, used, certified) | new |
dealer_name | string | Name of the selling dealership | Metro Toyota |
dealer_rating | number | Dealer rating score out of 5 stars | 4.5 |
location | string | Dealer location city and state | Atlanta, GA |
expert_rating | number | Cars.com expert review rating out of 10 | 8.7 |
consumer_rating | number | Average consumer rating out of 5 stars | 4.3 |
financing_apr | number | Available financing APR percentage | 2.9 |
Sample Cars.com API Response
Devices Available
Profiles Created
Pages Crawled
Success Rate
Cars.com Scraping Challenges Solved
Traditional web scraping methods often fail due to sophisticated anti-bot measures and dynamic content.
Companies waste thousands of dollars on unreliable solutions that break regularly and require constant maintenance.
Rebrowser eliminates these headaches with a robust architecture designed to handle even the most protected websites like Cars.com.
Contact Us →IP Blocking & CAPTCHAs
Websites detect and block scraping attempts through IP tracking and CAPTCHA challenges, causing project delays.
Dynamic JavaScript Content
Modern sites load content dynamically with JavaScript, making traditional scraping methods ineffective.
Maintenance Nightmare
Websites change structure frequently, breaking scrapers and requiring constant code updates and debugging.
Scaling Difficulties
Managing high-volume scraping operations requires complex infrastructure and load balancing to avoid detection.
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Start transforming your data operations today
We are a small team, focused on building highly specialized solutions that your business needs today.
We can start working on your project tomorrow and get you sample data within a few days.
No endless calls and emails with sales and managers – you get direct access to our core team who handles everything you need.
Get your sample data within 7 days
We can handle any website
Custom built API for your needs
Frequently Asked Questions
Yes, Rebrowser supports authenticated scraping through several methods: API parameters for passing credentials, secure session management to maintain logged-in states across requests, cookie handling capabilities, and advanced fingerprinting to prevent account flagging. This enables reliable data extraction from password-protected areas while maintaining account security.
Rebrowser seamlessly integrates with existing data ecosystems through multiple methods: direct API integration for real-time data needs, webhook delivery for event-driven architectures, scheduled exports to cloud storage platforms (AWS S3, Google Cloud Storage, Azure Blob Storage), direct database connections for immediate data insertion, and custom integration options for specialized requirements.
Yes, Rebrowser excels at managing rate-limited websites through intelligent request distribution across our vast IP pools, automatic throttling that adapts to site response patterns, seamless rotation between our 10 proxy providers, and customizable crawling strategies that mimic natural user behavior patterns to avoid triggering rate limit defenses.
Our intelligent proxy selection algorithm considers multiple factors including target website characteristics, historical success rates, current proxy performance metrics, geographic requirements, and specific extraction needs. This dynamic approach ensures each request uses the most appropriate proxy from our diverse pool of 10 providers, maximizing success rates while minimizing detection risk.
Rebrowser implements a multi-layered data verification system that includes automated structure validation, content consistency checks, sampling verification, and anomaly detection algorithms. For critical applications, we also offer human-in-the-loop verification options to ensure the highest levels of data accuracy and reliability.
