Expedia Car Rental Scraper

What does Expedia Car Rental Scraper do?

Expedia Car Rental Scraper collects car rental offers from Expedia car search pages and turns them into structured datasets for pricing analysis, market tracking, and travel intelligence. Provide a standard Expedia car search URL with pickup location, dates, and times, and the actor returns vehicle details, pricing, vendor information, review scores, and offer tokens in a clean format.

Why use Expedia Car Rental Scraper?

• Structured dataset creation - Collect vehicle category, description, attributes, pricing, reviews, and vendor details from Expedia car search results without manual copy-paste.
• Pricing and availability tracking - Monitor daily or weekly pricing movements for specific locations, pickup dates, and vehicle types.
• Automation-ready output - Export results to JSON, CSV, Excel, or XML, or connect to APIs, webhooks, Google Sheets, and no-code platforms.
• Fleet and vendor comparisons - Compare vehicle categories, ratings, and price ranges across suppliers and routes in a single run.

What data can you extract from Expedia?

Field	Description
offer_heading	Main listing title such as Midsize SUV or Compact Car
vehicle_category	Vehicle category label
vehicle_description	Vehicle description such as Toyota RAV4 or similar
vehicle_attributes	Attribute labels such as seats, transmission, air conditioning
price_lead	Lead price text such as $46/day
price_total	Total price text such as $184 total
review_rating	Numeric vendor or offer rating
review_count	Number of reviews displayed
vendor_brand	Inferred vendor or supplier brand name
infosite_url	Expedia detail page URL for the offer
pick_up_location	Pickup location used for the search
drop_off_location	Drop-off location used for the search

How to use Expedia Car Rental Scraper

1. Open the Actor on Apify Store.
2. Add an Expedia car search URL. The actor extracts location, region, pickup date, drop-off date, and times from the URL.
3. Set the maximum number of offers and page limit.
4. Run the Actor.
5. Download the dataset or connect it to your workflow.

Input Parameters

Parameter	Type	Required	Default	Description
startUrl	String	No	Las Vegas Expedia carsearch URL	Full Expedia car rental search URL. The actor reads location, region, dates, and times from this URL.
results_wanted	Integer	No	20	Maximum number of car offers to save.
max_pages	Integer	No	8	Maximum API page requests to perform.
proxyConfiguration	Object	No	Residential proxy	Proxy configuration for stable extraction. Residential proxy is auto-enabled in cloud runs.

Output Data

Each dataset item contains only non-empty values. The following fields may appear:

Field	Type	Description
car_offer_token	String	Expedia offer token used for continuation flows
offer_heading	String	Primary listing title
reserve_button_text	String	Reserve CTA label
accessibility_string	String	Accessibility summary for the listing card
infosite_url	String	Expedia detail page URL for the offer
vehicle_category	String	Vehicle category label
vehicle_description	String	Vehicle description text
vehicle_image_url	String	Primary vehicle image URL
vendor_image_url	String	Vendor logo or image URL
vendor_brand	String	Inferred vendor or supplier brand name
vehicle_attributes	Array	Vehicle attribute labels such as transmission and seats
review_rating	Number	Numeric vendor or offer rating
review_label	String	Rating label such as Very Good or Wonderful
review_count	Integer	Total number of reviews
price_lead	String	Lead price text
price_total	String	Total price text
price_accessibility	String	Accessibility pricing summary
strike_through_first	Boolean	Whether strike-through price appears first
multi_item_price_token	String	Token used by Expedia multi-item pricing flow
fare_comparison_enabled	Boolean	Fare comparison mode indicator
price_summary_text	String	Price summary text from the offer
selected_accessories	Array	Selected accessories attached to the offer token
reward_points_selection	String	Rewards mode associated with the offer
continuation_contextual_id	String	Context ID used for follow-up requests
search_id	String	Expedia search identifier for this batch
pick_up_location	String	Pickup location used in request
drop_off_location	String	Drop-off location used in request
pick_up_region	String	Pickup region ID used in request
drop_off_region	String	Drop-off region ID used in request
pick_up_date	String	Pickup date in YYYY-MM-DD format
drop_off_date	String	Drop-off date in YYYY-MM-DD format
pick_up_time	String	Pickup time string used in request
drop_off_time	String	Drop-off time string used in request
page_index	Integer	Zero-based page index
operation_name	String	Operation name used for extraction
scraped_at	String	ISO timestamp when the record was captured

Usage Examples

Basic Extraction

Collect the first set of offers from a Las Vegas car search:

{
  "startUrl": "https://www.expedia.com/carsearch?paandi=true&fdrp=1&styp=2&dagv=1&subm=1&locn=Las%20Vegas,%20Nevada,%20United%20States%20of%20America&dpln=178276&date1=4/22/2026&date2=4/24/2026&crfrr=defaultFlex&SearchType=Place",
  "results_wanted": 20,
  "max_pages": 8
}

Larger Collection

Increase the result limit to collect more offers from the same search:

{
  "startUrl": "https://www.expedia.com/carsearch?paandi=true&fdrp=1&styp=2&dagv=1&subm=1&locn=Miami,%20Florida,%20United%20States%20of%20America&dpln=178286&date1=5/10/2026&date2=5/12/2026&crfrr=defaultFlex&SearchType=Place",
  "results_wanted": 60,
  "max_pages": 12
}

Different Pickup and Drop-off Locations

Search for a rental where you pick up in one location and return in another:

{
  "startUrl": "https://www.expedia.com/carsearch?paandi=true&fdrp=1&styp=2&dagv=1&subm=1&locn=Los%20Angeles,%20California,%20United%20States%20of%20America&dpln=178293&date1=6/15/2026&date2=6/20/2026&loc2=San%20Francisco,%20California,%20United%20States%20of%20America&drid=178299&crfrr=defaultFlex&SearchType=Place",
  "results_wanted": 30,
  "max_pages": 10
}

Sample Output

{
  "car_offer_token": "4f278f4a-31db-4fbe-9a8f-6fc0a0f33f98",
  "offer_heading": "Midsize SUV",
  "reserve_button_text": "Reserve",
  "accessibility_string": "Midsize SUV from a major supplier in Las Vegas",
  "infosite_url": "https://www.expedia.com/carsearch/details?offerToken=4f278f4a-31db-4fbe-9a8f-6fc0a0f33f98",
  "vehicle_category": "Midsize SUV",
  "vehicle_description": "Toyota RAV4 or similar",
  "vehicle_image_url": "https://images.trvl-media.com/cars/example-vehicle.png",
  "vendor_image_url": "https://images.trvl-media.com/cars/vendor-logo.png",
  "vehicle_attributes": ["5 seats", "Automatic", "Air conditioning"],
  "review_rating": 8.7,
  "review_label": "Very Good",
  "review_count": 1240,
  "price_lead": "$46/day",
  "price_total": "$184 total",
  "price_accessibility": "Total includes taxes and fees",
  "multi_item_price_token": "a0f9e58f-cb9c-4578-a4e3-241a5fdf9c62",
  "search_id": "8f58f2b5-3099-42f8-92ca-4b1ed7b5fd92",
  "pick_up_location": "Las Vegas, Nevada, United States of America",
  "drop_off_location": "Las Vegas, Nevada, United States of America",
  "pick_up_region": "178276",
  "drop_off_region": "178276",
  "pick_up_date": "2026-04-22",
  "drop_off_date": "2026-04-24",
  "pick_up_time": "1030AM",
  "drop_off_time": "1030AM",
  "page_index": 0,
  "operation_name": "CarSearchLite",
  "scraped_at": "2026-04-15T09:10:11.402Z"
}

Tips for Best Results

• Use complete Expedia car search URLs with pickup location, region ID, dates, and times.
• Future dates are required. If the provided dates are too close or in the past, the actor adjusts them automatically.
• Start with results_wanted: 20 to validate output quality, then increase for larger collections.
• Residential proxy improves consistency in high-volume runs. It is enabled by default in cloud runs.
• Offer cards vary by supplier and route. Records contain only the values available on each card.
• Expedia car search pages can change. Report issues through the Issues tab when expected fields are missing.

Integrations

• Google Sheets - Send scraped data to spreadsheets for pricing analysis.
• Webhooks - Trigger downstream automation after each run completes.
• Make or Zapier - Connect results to no-code workflows.
• API - Access datasets programmatically from your own systems.
• CSV, Excel, JSON, XML - Download datasets in multiple formats from Apify storage.

Frequently Asked Questions

Why do some records have fewer fields?

Expedia listing cards vary by supplier and route. Fields that are empty on the source card are omitted from the output automatically.

Can I collect offers for a one-way rental?

Yes. The Expedia search URL supports different pickup and drop-off locations. The actor captures both locations from the URL.

Why is residential proxy recommended?

Without stable proxy routing, repeated or high-volume runs may return rate-limited responses. Residential proxy is auto-enabled in cloud runs.

Can I collect more than 20 offers?

Yes. Increase results_wanted and max_pages to collect more offers. The actor advances through pages by full offsets to continue past the initial results.

Can I run this Actor on a schedule?

Yes. You can schedule the Actor in Apify Console to refresh data hourly, daily, weekly, or at another interval.

Is it legal to scrape Expedia car rental data?

Scraping public web data can be legal, but you are responsible for complying with applicable laws, website terms, and privacy rules. This Actor collects publicly available car rental search results.

Related Actors

• Expedia Hotels Scraper - Extract hotel listings, prices, ratings, and availability from Expedia
• Kayak Flights Scraper - Collect flight prices, routes, and schedules from Kayak
• TripAdvisor Hotels Scraper - Gather hotel listings, ratings, and pricing from TripAdvisor

Support

For issues, feature requests, or custom Actor work, use the Issues tab on the Actor page or contact the developer through Apify.

Legal Notice

This Actor is designed for legitimate data collection from publicly available Expedia car search pages. Users are responsible for using the data responsibly and complying with applicable laws and website terms.