Turo.com Cars Search Scraper: Extract Car Rental Listings at Scale

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What Is Turo.com?

Turo is the world's largest peer-to-peer car sharing marketplace, allowing private car owners to rent out their vehicles to travelers and locals. With listings across hundreds of cities in the US, Canada, and beyond, Turo hosts a rich dataset of vehicle availability, dynamic pricing, and host performance metrics.

Manually collecting this data is impractical at scale. The Turo.com Cars Search Scraper automates extraction from Turo search result pages, turning paginated listings into clean, structured datasets ready for analysis.

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Overview

This scraper targets Turo's search results pages and extracts key listing attributes per vehicle — from pricing and ratings to host status and vehicle metadata. It is designed for:

• Fleet analysts benchmarking rental pricing by city or vehicle type
• Travel tech developers building car aggregator or comparison tools
• Market researchers studying peer-to-peer mobility trends
• Entrepreneurs evaluating demand before listing their own vehicle on Turo

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Input Format

The scraper accepts a JSON configuration with the following fields:

{
  "urls": [
    "https://turo.com/us/en/search?age=30&country=US&defaultZoomLevel=11&deliveryLocationType=city&endDate=&endTime=&flexibleType=NOT_FLEXIBLE&isMapSearch=false&itemsPerPage=200&latitude=25.7616798&location=Miami%2C%20FL%2C%20USA&locationType=CITY&longitude=-80.1917902&monthlyEndDate=08%2F29%2F2026&monthlyStartDate=05%2F29%2F2026&pickupType=ALL&placeId=ChIJEcHIDqKw2YgRZU-t3XHylv8&region=FL&searchDurationType=DAILY&sortType=RELEVANCE&startDate=&startTime="
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 50
}

Field	Type	Description
urls	array	One or more Turo search result URLs. Build your search on Turo.com (select city, dates, filters), then copy the URL from your browser. Supports bulk entry.
max_items_per_url	integer	Maximum number of car listings to collect per URL. Default: 20. Increase up to Turo's page limit (typically 200 via itemsPerPage in the URL).
ignore_url_failures	boolean	If true, the scraper skips failed URLs and continues instead of stopping the entire run. Recommended for bulk jobs. Default: true.

Tip: To maximize results, set itemsPerPage=200 in your Turo search URL and max_items_per_url to 200 in the config. Use different search URLs to cover multiple cities or date ranges in a single run.

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Output Format

Sample Output Record

{
  "availability": {
    "end": "2026-08-21T10:00",
    "start": "2026-08-18T10:00"
  },
  "avg_daily_price": {
    "amount": 41.04,
    "currency": "USD"
  },
  "completed_trips": 0,
  "estimated_quote": null,
  "host_id": 15428677,
  "id": 3712519,
  "images": [
    {
      "original_image_url": "https://images.turo.com/media/vehicle/images/9qj4NNmSQam60oUUaXctsw.heic",
      "resizeable_url_template": "https://images.turo.com/media/vehicle/images/9qj4NNmSQam60oUUaXctsw.{width}x{height}.heic"
    }
  ],
  "is_all_star_host": false,
  "is_favorited_by_searcher": false,
  "is_new_listing": true,
  "location": {
    "city": "Miami",
    "country": "US",
    "distance": {
      "unit": "MILES",
      "value": 1.4439923616600603
    },
    "home_location": {
      "lat": 25.751171361698706,
      "lng": -80.21184795251753
    },
    "is_delivery": false,
    "location_id": null,
    "location_slugs": {
      "fr__c_a": "miami-fl",
      "en__g_b": "miami-fl",
      "en__c_a": "miami-fl",
      "en__u_s": "miami-fl",
      "en__a_u": "miami-fl",
      "es__u_s": "miami-fl",
      "fr__f_r": "miami-fl"
    },
    "state": "FL"
  },
  "make": "Tesla",
  "model": "Model Y",
  "rating": null,
  "seo_category": "SUV",
  "tags": [],
  "type": "SUV",
  "year": 2026
}

Each vehicle listing returns a record with 18 fields:

Pricing & Availability

Field	Meaning
Availability	Whether the vehicle is currently available for the searched dates
Avg Daily Price	Average daily rental price for the listing (typically in USD)
Estimated Quote	Total estimated cost for the full rental period based on search dates

Vehicle Information

Field	Meaning
ID	Unique Turo listing identifier
Make	Vehicle manufacturer (e.g., Toyota, Tesla, Ford)
Model	Vehicle model name (e.g., Camry, Model 3, Mustang)
Year	Model year of the vehicle
Type	Vehicle category (e.g., SUV, Sedan, Truck, Minivan)
SEO Category	Turo's internal category label used for search indexing
Images	Array of image URLs for the listing's photos
Tags	Feature tags assigned to the listing (e.g., "Pet friendly", "USB charger", "All-wheel drive")

Host Information

Field	Meaning
Host ID	Unique identifier of the vehicle owner/host
Is All Star Host	true if the host has earned Turo's "All Star Host" badge — indicating high response rate, ratings, and trip completion

Performance & Engagement

Field	Meaning
Completed Trips	Total number of trips completed with this vehicle — a proxy for popularity and trustworthiness
Rating	Average guest rating for the listing (typically out of 5.0)
Is New Listing	true if the listing was recently created and has limited trip history
Is Favorited By Searcher	true if the authenticated user has saved this listing to their favorites

Location

Field	Meaning
Location	Geographic coordinates and/or address of the vehicle's pickup location

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How to Use

1. Build your search URL — Go to Turo.com, select your city, dates, and filters, then copy the full URL from your browser's address bar.
2. Add to config — Paste the URL(s) into the urls array. Add multiple URLs to cover different cities or date ranges.
3. Set limits — Adjust max_items_per_url based on how many listings you need per search.
4. Run the scraper — Start the actor and monitor the log for any URL errors.
5. Export — Download results as JSON, CSV, or Excel for analysis.

Best practices:

• Include itemsPerPage=200 in your Turo URL to maximize per-page results.
• Use separate URLs per city rather than one broad search for cleaner datasets.
• Set ignore_url_failures: true when running multiple URLs to avoid full-run failures.

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Use Cases & Business Value

• Pricing intelligence: Compare daily rates across vehicle types, hosts, and cities to identify pricing sweet spots.
• Host benchmarking: Analyze how All Star Hosts price and position their listings versus new hosts.
• Demand mapping: Use Completed Trips and Rating as demand proxies to identify high-performing markets.
• Travel platforms: Feed structured Turo data into comparison engines or travel planning tools.
• Investment decisions: Evaluate ROI potential before purchasing a vehicle to list on Turo.

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Conclusion

The Turo.com Cars Search Scraper gives analysts, developers, and entrepreneurs structured access to Turo's dynamic marketplace data. With 18 fields per listing and flexible city- or date-based search configuration, it enables pricing research, competitive analysis, and market intelligence that would otherwise require hours of manual browsing.