🚗 Kelley Blue Book Scraper

Extract real-time vehicle valuations, market data, and detailed specs from Kelley Blue Book without any coding skills. Collect fair market prices, MSRP, fuel efficiency ratings, safety scores, consumer reviews, and vehicle specifications for any car by year, make, and model. Perfect for auto dealers tracking competitor inventory, automotive researchers building price databases, market analysts monitoring trends with kbb.com data, and fleet managers benchmarking acquisition costs.

The Kelley Blue Book Scraper collects up to 80 data fields per vehicle including fair market values, MSRP, EPA ratings, safety scores, and consumer reviews.

✨ What Does It Do

• 🖼️ Vehicle Images - Collect car photos to visualize listings and build visual catalogs
• 💰 Fair Market Prices - Extract low, high, and average valuations across thousands of vehicles
• 📊 MSRP and List Prices - Capture original and current manufacturer suggested retail prices
• ⚡ Fuel Efficiency - Gather EPA city, highway, and combined MPG ratings for comparison
• 🔒 Safety Ratings - Download NHTSA crash test scores including frontal, side, and rollover ratings
• 👥 Consumer Reviews - Collect aggregated quality, reliability, and overall ratings with recommendation percentages
• 🎯 Vehicle Specs - Extract detailed engine, transmission, dimensions, seating, and drivetrain information
• 📈 Inventory Data - Monitor inventory counts and market availability by location and vehicle type

🔧 Input

• Vehicles - JSON array of vehicles to look up. Each vehicle requires year, make, and model (e.g., 2022 Toyota Camry). Leave empty to use a single KBB URL instead
• Start URL - Alternative to vehicles array. Paste a Kelley Blue Book vehicle page URL (e.g., https://www.kbb.com/toyota/camry/2022/)
• Max Items - Maximum number of vehicle records to collect. Free users are limited to 100 items per run. Paid users can collect up to 1,000,000 items
• ZIP Code - Optional ZIP code for market-specific valuations in your area. Leave blank for national average values
• Proxy Configuration - Residential proxies are required to bypass Akamai bot protection on KBB. Recommended: Use Apify residential proxy group

Example input:

{
  "vehicles": [
    { "year": 2022, "make": "toyota", "model": "camry" },
    { "year": 2020, "make": "ford", "model": "f-150" }
  ],
  "maxItems": 10,
  "zipCode": "10001",
  "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }
}

📊 Output

Each vehicle record includes up to 80 data fields. Download as JSON, CSV, or Excel.

🖼️ Image URL	🔗 Page URL	🚗 Year	🏭 Make	🏷️ Model
📝 Trim Name	🎯 Trim ID	🏛️ Vehicle ID	🚙 Body Style	🎨 Vehicle Class
📏 Size Category	💰 FPP Price	💵 Fair Market Low	💸 Fair Market High	📊 Fair Market Avg
💳 List Price Avg	📉 List Price Low	📈 List Price High	🏷️ National Base Price	🏪 CPO Price
🔧 Original MSRP	💲 Current MSRP	⚡ EPA City MPG	🛣️ EPA Highway MPG	🚗 EPA Combined MPG
🔩 Engine Type	🚙 Drivetrain	⚙️ Transmission	🐴 Horsepower	💪 Torque
🔄 Displacement	🔧 Standard Engine	⚙️ Standard Transmission	⛽ Recommended Fuel	🔋 Hybrid
🔌 Plug-In Hybrid	⚡ Electric	🔌 Electric Range	🚪 Doors	👥 Seating Capacity
📏 Height	📐 Width with Mirrors	🔲 Wheelbase	⚖️ Curb Weight	🏠 Cargo Capacity
👢 Front Leg Room	🦵 Rear Leg Room	🛡️ Crash Test Overall	💥 Frontal Crash	🔀 Side Crash
🔄 Rollover Rating	⭐ Quality Score	🔧 Reliability Score	📊 Overall Rating	💬 Review Count
👍 Recommend %	🏆 Rank Category	📍 Rank Position	📋 Rank List	📦 Inventory Count
🎨 Chrome Style ID	📅 Scraped At	⚠️ Error Message

💎 Why Choose the Kelley Blue Book Scraper?

Feature	Our Actor	Similar Scrapers
Fair market price extraction (low, high, average)	✔️	❌
MSRP and original MSRP tracking	✔️	❌
EPA fuel efficiency ratings	✔️	❌
NHTSA safety crash scores	✔️	❌
Consumer review aggregation	✔️	❌
Vehicle specifications (50+ fields)	✔️	❌
ZIP code localization for market values	✔️	❌
Chrome style ID extraction	✔️	❌
Parallel vehicle processing (3 concurrent)	✔️	❌
KBB category rankings and inventory	✔️	❌
Residential proxy support	✔️	✔️
Free tier access (100 items)	✔️	✔️

📋 How to Use

No technical skills required. Follow these simple steps:

1. Sign Up: Create a free account with $5 credit
2. Find the Tool: Search for "Kelley Blue Book Scraper" in the Apify Store and configure your input
3. Run It: Click "Start" and watch your results appear

That's it. No coding, no setup, no complicated configuration. Now you can export your data in CSV, Excel, or JSON format.

🎯 Business Use Cases

• 💼 Dealership Manager - Monitor competitor inventory and market values daily to adjust your dealership's vehicle prices before peak buying season
• 📊 Market Analyst - Collect historical MSRP and fair market prices across 1,000 vehicles to create quarterly price trend reports
• 🔬 Automotive Researcher - Build a comprehensive database of safety ratings and consumer reviews to analyze vehicle reliability by model year

❓ FAQ

🔍 How does this scraper work? The scraper uses Firefox with residential proxies to access Kelley Blue Book vehicle pages, extracts data from the page's embedded data layer, and returns structured valuations, specs, and review information.

📊 How accurate are the valuations? KBB updates their fair market values weekly based on real market sales. Values are accurate as of the scrape date, but you'll see variations by ZIP code and trim level.

📅 Can I schedule runs on a daily or weekly basis? Yes, you can use the Apify scheduler to run the scraper automatically. Set up a recurring schedule in the actor's settings.

⚖️ Is scraping Kelley Blue Book legal? The data on KBB is publicly available. However, ensure you comply with KBB's terms of service and local laws. This scraper is provided as-is, and you're responsible for lawful usage.

🛡️ Will KBB block me? KBB uses Akamai bot protection. Residential proxies are recommended to avoid blocks. The actor includes automatic retry logic with new proxies on access denial.

⚡ How long does a typical run take? Each vehicle typically takes 10-15 seconds. Scraping 10 vehicles takes about 2-3 minutes. Larger batches take proportionally longer.

⚠️ Are there any limits? Free users can collect up to 100 results per run. Paid users can collect up to 1,000,000 results per run.

🔗 Integrate Kelley Blue Book Scraper with any app

• Make - Automate workflows
• Zapier - Connect 5000+ apps
• GitHub - Version control integration
• Slack - Get notifications
• Airbyte - Data pipelines
• Google Drive - Export to spreadsheets

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Browse our complete collection of data extraction tools for more.

🚀 Ready to Start?

Create a free account with $5 credit and collect your first 100 results for free. No coding, no setup.

🆘 Need Help?

• Check the FAQ section above for common questions
• Visit the Apify support page for documentation and tutorials
• Contact us to request a new scraper, propose a custom project, or report an issue at Tally contact form

⚠️ Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Kelley Blue Book, Cox Automotive, or any of their subsidiaries. All trademarks mentioned are the property of their respective owners.