Klook Hotels Scraper

What does Klook Hotels Listing Scraper do?

Klook Hotels Listing Scraper collects hotel listings from Klook search results for destination research, hotel comparisons, and price monitoring. Enter a Klook hotel search URL or a location to receive property names, hotel links, star ratings, guest ratings, prices, images, coordinates, and listing features.

Each dataset row represents one hotel. You can download results as JSON, CSV, Excel, or XML, schedule repeat runs, and access datasets through the Apify API. This Actor collects listing data, not individual guest reviews or a hotel's full room inventory.

Why use Klook Hotels Listing Scraper?

• Compare properties across a destination - Collect hotel names, star categories, guest ratings, and location descriptions in one dataset.
• Monitor advertised hotel prices - Keep currency, availability, price descriptions, and the stay dates associated with each listing.
• Research hotel positioning - Compare features such as swimming pools, fitness facilities, and business centers when Klook publishes them.
• Create travel datasets - Export hotel links, property images, city and country information, and geographic coordinates.
• Control collection size - Set an exact maximum result count and a page limit. Duplicate properties within a run are excluded.
• Keep exports clean - Unavailable fields are omitted rather than written as null placeholders. Numeric zero and boolean false are retained.

What data can you extract from Klook?

Data	Fields
Hotel identity	hotel_id, name, hotel_url, product_id
Hotel quality	stars, rating, rating_max, rating_label, review_count_text
Destination	city, country, city_id, country_id, latitude, longitude, time_zone
Listing details	location_description, images, features, booking_popularity
Price and availability	price, formatted_price, currency, currency_symbol, available
Stay context	check_in, check_out, suggested_dates, price_date_description
Collection context	locale, page, position, total_properties, scraped_at

Klook may also publish promotions, tax descriptions, stock messages, pay-later descriptions, or reward information. These are included only when present. Listing features are not a complete inventory of hotel amenities.

How to scrape Klook hotel listings

1. Open the Actor input form in Apify Console.
2. Enter a hotel listing URL in startUrl, or enter a destination in location.
3. Optionally specify stay dates, occupancy, and guest-rating or recommended sorting.
4. Set resultsWanted and maxPages.
5. Review the proxy settings and start the run.
6. Open the dataset preview, then download the results or connect them to your workflow.

With no search input, the Actor searches Dubai. A supplied startUrl takes priority over location. Explicit dates, occupancy, and supported sorting inputs override the corresponding URL options. There is no raw filter or currency input. URL filter selections are preserved; budget filtering and price ordering are not guaranteed by Klook. Options you leave unset preserve the URL values.

Input Parameters

Parameter	Type	Default	Description
startUrl	String	None	Klook hotels/searchresult/ listing URL. Takes priority over location.
location	String	Dubai	Destination name used when no URL is supplied.
checkIn	String	URL value or unset	Check-in date in YYYY-MM-DD format.
checkOut	String	URL value or unset	Check-out date after check-in. Supply both dates together.
adults	Integer	URL value or 2	Adult occupancy, at least 1.
rooms	Integer	URL value or 1	Number of rooms, at least 1.
childAges	Integer	URL ages or no children	Optional age from 0 to 17 for one child. Use a listing URL for multiple children.

| sortBy | String | URL sorting or Klook order | hotel_score (recommended) or review_score (guest rating, highest first). | | resultsWanted | Integer | 20 | Maximum unique hotel records to save. | | maxPages | Integer | 10 | Maximum listing pages to process, with up to 20 hotels per page. | | proxyConfiguration | Object | Apify residential proxy | Proxy settings. Explicit user settings are respected. |

Supported URLs

Use public Klook hotel search-result URLs with stype and svalue, or a city_id. Localized paths such as /en-US/hotels/searchresult/, /zh-HK/hotels/searchresult/, and locale-free /hotels/searchresult/ are accepted. Search types include city, district, place, and hotel searches when the URL contains a valid Klook identifier.

Hotel detail URLs, activity URLs, and city landing pages are not accepted as listing URLs. For these cases, enter the destination in location or open the hotel's destination search on Klook and copy that listing URL. The Actor does not silently substitute a different destination for an invalid URL.

Location names can be ambiguous. The Actor prefers an exact destination match and reports the selected destination in its run log. Use a URL when you need a specific district, landmark, or city with a common name.

Usage Examples

Dubai hotel search URL

Collect up to 20 hotels using the URL's destination and occupancy.

{
    "startUrl": "https://www.klook.com/en-US/hotels/searchresult/?city_id=78&stype=city&svalue=78&adult_num=2&child_num=0&room_num=1&currency=USD",
    "resultsWanted": 20,
    "maxPages": 2
}

Search by location

Collect a larger Dubai dataset without having to find a search URL first.

{
    "location": "Dubai",
    "resultsWanted": 60,
    "maxPages": 3
}

Five-star hotels with fixed stay dates

Compare hotels using the same dates and occupancy. Change these dates before running if they are no longer in the future.

{
    "startUrl": "https://www.klook.com/en-US/hotels/searchresult/?city_id=78&filter_selected=star%7C5",
    "checkIn": "2026-11-15",
    "checkOut": "2026-11-17",
    "adults": 2,
    "rooms": 1,

    "sortBy": "review_score",
    "resultsWanted": 20,
    "maxPages": 2
}

Output Data

All optional fields are omitted when missing. Dates and prices are a snapshot, not a booking quote.

Field	Type	Description
hotel_id	String	Klook hotel identifier.
name, local_name	String	Hotel name and local name when published.
hotel_url	String	Hotel detail link without tracking parameters.
stars	Number	Hotel star category.
rating, rating_max	Number	Guest rating and its maximum scale.
rating_label	String	Guest rating label, such as Fantastic.
review_count_text	String	Review count exactly as Klook displays it.
city_id, country_id, product_id	Number	Destination and product identifiers.
city, country	String	Property city and country.
latitude, longitude	Number	Property coordinates.
time_zone	String	Property timezone offset.
location_description, description	String	Listing location text and description when published.
images	Array	Property image URLs.
features, promotions, price_tags	Array	Published feature, promotional, and pricing labels.
booking_popularity	String	Booking-count label shown in the listing.
price, price_after_tax	Number	Listed price and post-tax price when published.
formatted_price	String	Formatted listing price.
currency, currency_symbol	String	Currency associated with the returned price and its displayed symbol.
tax_description, original_price_description	String	Tax and original-price information when available.
available	Boolean	Availability marker published with the price.
stock_description	String	Availability text when published.
price_date_description	String	Date context associated with the listed rate.
pay_later_description, reward_description	String	Pay-later and reward information when published.
check_in, check_out	String	Stay dates associated with the listing price.
suggested_dates	Boolean	Whether Klook supplied suggested dates instead of fixed search dates.
locale	String	Search language/region.
search_url, search_location	String	Supplied search URL or location, depending on search mode.
page, position	Number	Source page and position in saved results.
total_properties	Number	Number of matching properties reported by Klook.
scraped_at	String	Collection timestamp in ISO format.

Sample Output

This shortened record is based on a live Dubai result. Prices, review counts, and suggested dates change over time.

{
    "hotel_id": "116863",
    "name": "The S Hotel Al Barsha",
    "hotel_url": "https://www.klook.com/en-US/hotels/detail/116863-the-s-hotel-al-barsha/",
    "stars": 4,
    "rating": 4.5,
    "rating_max": 5,
    "rating_label": "Fantastic",
    "review_count_text": "240 reviews",
    "city": "Dubai",
    "country": "United Arab Emirates",
    "latitude": 25.069861,
    "longitude": 55.244083,
    "location_description": "1.0km from Dubai Butterfly Garden",
    "features": ["Fitness", "Business center"],
    "booking_popularity": "3K+ people booked",
    "price": 63.13,
    "currency": "USD",
    "available": true,
    "check_in": "2026-10-09",
    "check_out": "2026-10-10",
    "suggested_dates": true,
    "locale": "en-US",
    "page": 1,
    "position": 1,
    "total_properties": 1039
}

Tips for Best Results

• Specify fixed dates for meaningful price comparisons. Without dates, different hotels can use different suggested stays.
• Keep currency and occupancy constant across monitoring runs.
• Copy filters from a working Klook search. Filter IDs and sorting choices can vary by destination.
• Increase both limits for large collections. For example, 100 hotels normally requires at least 5 pages.
• Klook may include surrounding towns in a destination search. The output city identifies each property's actual city.
• Start with 20 hotels and check the results before scheduling larger runs.
• Residential proxies can improve access consistency, but access is not guaranteed. Review failure logs before retrying.

Integrations

• Google Sheets and Excel - Compare hotel ratings, prices, and destination coverage.
• JSON and CSV exports - Import structured hotel data into analysis tools.
• Apify schedules - Collect periodic listing snapshots.
• Webhooks, Make, and Zapier - Trigger reporting and downstream workflows after a run.
• Apify API - Start runs and retrieve datasets from your own applications.

Frequently Asked Questions

Does this Actor scrape individual hotel reviews?

No. It collects hotel listings and their rating summaries. Individual guest review text is outside this Actor's scope.

Can I collect every hotel in a destination?

You can request a large result count and enough pages. The run stops at either configured limit, an empty or repeated page, or the end of Klook's reported results. Access restrictions and changing search results can reduce coverage.

Why are some fields missing?

Missing fields were not published for that listing. The Actor omits null values, empty strings, and empty collections, while retaining valid zero and false values.

Are the prices guaranteed booking rates?

No. Prices reflect the listing at collection time and can change with dates, occupancy, availability, taxes, promotions, and user context. Check Klook before booking.

What happens if I provide both a URL and a location?

The URL determines the destination. Explicit dates, occupancy, and supported sorting inputs can still override URL options.

Can I schedule collection and export CSV or Excel?

Yes. Use Apify schedules and dataset exports. Preserve run timestamps if you combine several snapshots.

Support

Report problems through the Actor's Issues tab. Include the search URL or location, the relevant input options, and a run link. Do not share proxy credentials or other secrets.

Legal Notice

This Actor is not affiliated with Klook. Use it for legitimate collection of publicly available hotel data and comply with Klook's terms, applicable laws, privacy requirements, and rights associated with property images. Do not use collected data to misrepresent hotel availability or booking prices.