Pricing

from $10.00 / 1,000 results

Car and Driver Scraper

Scrape car reviews and research from Car and Driver. Get ratings, pros/cons, specs, verdicts, and expert analysis for any vehicle make and model.

Pricing

from $10.00 / 1,000 results

Rating

0.0

(0)

Developer

lulz bot

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

Features

Research mode: Browse car reviews by category (sedan, SUV, truck, EV, luxury, etc.)
Search mode: Find reviews for specific vehicles by name
URL mode: Scrape specific Car and Driver article URLs directly
Full article scraping: Get body text, specs tables, pros/cons lists, and expert verdicts
Rich metadata: Make, model, year, rating, author, publish date, images
JSON-LD + NEXT_DATA parsing: Extracts structured data from both sources

Input

Field	Type	Description
`mode`	string	`research`, `search`, or `urls` (default: `research`)
`searchQuery`	string	Vehicle name to search for (search mode)
`category`	string	Vehicle category filter (research mode)
`urls`	array	Direct article URLs to scrape (urls mode)
`maxPages`	integer	Max listing pages to scrape (default: 3)
`scrapeDetails`	boolean	Follow links for full article content (default: true)

Output

{
    "title": "2025 Toyota Camry Review: Still the Benchmark",
    "url": "https://www.caranddriver.com/reviews/2025-toyota-camry",
    "make": "Toyota",
    "model": "Camry",
    "year": 2025,
    "rating": 8.5,
    "ratingScale": 10,
    "category": "sedan",
    "description": "The redesigned 2025 Camry moves to hybrid-only power...",
    "author": "John Doe",
    "publishedDate": "2025-01-15",
    "pros": ["Excellent fuel economy", "Refined ride quality"],
    "cons": ["No more V6 option", "Higher starting price"],
    "verdict": "The Camry remains the gold standard for midsize sedans...",
    "specs": {
        "Engine": "2.5L 4-cylinder hybrid",
        "Horsepower": "225 hp",
        "0-60 mph": "7.1 sec",
        "Fuel Economy": "52/53/52 mpg"
    },
    "bodyText": "Full article text...",
    "imageUrl": "https://...",
    "scrapedAt": "2026-04-26T12:00:00.000Z"
}

Use Cases

Compare vehicle ratings and reviews across models
Track new car releases and expert opinions
Build car recommendation engines
Research vehicle specifications and pricing
Content aggregation for automotive platforms
Market analysis of vehicle segments

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