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Traveloka Hotels Search Scraper

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from $2.00 / 1,000 results

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Traveloka Hotels Search Scraper

Traveloka Hotels Search Scraper

Scrape Traveloka hotel search results with ease. Extract names, ratings, pricing, locations, facilities, reviews, and 50+ fields per property — perfect for travel analysts, OTA developers, and hospitality researchers.

Pricing

from $2.00 / 1,000 results

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1

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4 days ago

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# Traveloka Hotels Search Scraper: Extract Hotel Listings at Scale
---
## What Is Traveloka?
Traveloka is one of Southeast Asia's largest online travel platforms, offering hotel bookings across thousands of properties in Thailand, Indonesia, Vietnam, and beyond. Its search results pages aggregate rich property data — pricing, ratings, facilities, room types, promotions — that is invaluable for competitive analysis, market research, and travel product development. The **Traveloka Hotels Search Scraper** automates extraction of this data at scale, eliminating manual browsing entirely.
---
## Overview
This scraper targets Traveloka hotel search result pages and returns structured records for each property listed. It is suited for:
- **Travel analysts** benchmarking hotel pricing across destinations
- **OTA developers** feeding property data into aggregator platforms
- **Hospitality researchers** studying market supply and demand
- **Revenue managers** monitoring competitor rates and availability
---
## Input Format
```json
{
"ignore_url_failures": true,
"max_items_per_url": 200,
"urls": [
"https://www.traveloka.com/hotel/search?spec=25-05-2026.26-05-2026.1.1.HOTEL_GEO.10000061.Pattaya.2"
]
}
FieldTypeDescription
urlsarraySearch result page URLs from Traveloka. Supports multiple URLs. Each URL should be a hotel search results page (e.g., filtered by destination, dates, guest count).
max_items_per_urlintegerMaximum number of hotel records to collect per URL. Default: 20. Set higher (e.g., 200) for full destination coverage.
ignore_url_failuresbooleanIf true, the scraper skips failed URLs and continues instead of stopping the run. Recommended for bulk jobs. Default: true.

Adjust dates, guest counts, and destination directly in the URL before pasting into urls.

Note: sort_by and page are informational parameters visible in the browser but are handled internally by the scraper.


Output Format

Sample output

{
"id": "3000010038573",
"name": "Zand Morada Pattaya Hotel",
"display_name": "Zand Morada Pattaya Hotel",
"address": null,
"region": "Jomtien Beach, Pattaya",
"star_rating": "4.0",
"user_rating": null,
"num_reviews": null,
"user_rating_info": null,
"latitude": "12.866324",
"longitude": "100.89271800000006",
"low_rate": "851055",
"high_rate": null,
"showed_facility_types": [
"WIFI_PUBLIC_AREA",
"CARPARK",
"BAR"
],
"hotel_features": [
{
"text": " Great value in its class",
"background_color": "#D1F0FF",
"text_color": "#024590",
"icon": "https://ik.imagekit.io/tvlk/image/imageResource/2023/01/31/1675149380526-c5ce5a1fdc8b320423082c060a52e0b9.png?tr=q-75",
"type": "PREFERRED_PLUS"
},
{
"text": "Recreation room",
"background_color": "#F0F1F2",
"text_color": "#4F5254",
"icon": null,
"type": "FEATURES"
},
{
"text": "Terrace on rooftop",
"background_color": "#F0F1F2",
"text_color": "#4F5254",
"icon": null,
"type": "FEATURES"
},
{
"text": "Business facilities",
"background_color": "#F0F1F2",
"text_color": "#4F5254",
"icon": null,
"type": "FEATURES"
},
{
"text": "Wheelchair accessible",
"background_color": "#F0F1F2",
"text_color": "#4F5254",
"icon": null,
"type": "FEATURES"
},
{
"text": "Bar",
"background_color": "#F0F1F2",
"text_color": "#4F5254",
"icon": null,
"type": "FEATURES"
}
],
"hotel_flexibility_features": [],
"property_listing": null,
"inventory_unit_display": null,
"showcased_room_display": null,
"review_summary": {
"traveloka_review_summary": null,
"provider_review_summary": null,
"show_provider_review": false,
"ugc_review_summary": {
"user_rating": "8.6",
"max_user_rating": "10.0",
"num_reviews": "426",
"user_rating_info": "Very Good",
"icon_url": null,
"review_provider": "TRAVELOKA"
}
},
"hotel_video_asset": null,
"image_url": "https://ik.imagekit.io/tvlk/apr-asset/Ixf4aptF5N2Qdfmh4fGGYhTN274kJXuNMkUAzpL5HuD9jzSxIGG5kZNhhHY-p7nw/hotel/asset/10038573-9906541e2b1cc7e9759a0da9309bfa0e.jpeg?tr=q-80,w-300,h-300&_src=imagekit",
"image_urls": [
"https://ik.imagekit.io/tvlk/apr-asset/Ixf4aptF5N2Qdfmh4fGGYhTN274kJXuNMkUAzpL5HuD9jzSxIGG5kZNhhHY-p7nw/hotel/asset/10038573-9906541e2b1cc7e9759a0da9309bfa0e.jpeg?tr=q-80,w-300,h-300&_src=imagekit",
"https://ik.imagekit.io/tvlk/apr-asset/Ixf4aptF5N2Qdfmh4fGGYhTN274kJXuNMkUAzpL5HuD9jzSxIGG5kZNhhHY-p7nw/hotel/asset/10038573-4b354623e4a27aed28df409096a84063.jpeg?tr=q-80,w-300,h-300&_src=imagekit",
"https://ik.imagekit.io/tvlk/apr-asset/Ixf4aptF5N2Qdfmh4fGGYhTN274kJXuNMkUAzpL5HuD9jzSxIGG5kZNhhHY-p7nw/hotel/asset/10038573-ad54d597884e0251328b76a49d9eaea9.jpeg?tr=q-80,w-300,h-300&_src=imagekit",
"https://ik.imagekit.io/tvlk/apr-asset/Ixf4aptF5N2Qdfmh4fGGYhTN274kJXuNMkUAzpL5HuD9jzSxIGG5kZNhhHY-p7nw/hotel/asset/10038573-29f986b07c2648aa3398ff6677e41f79.jpeg?tr=q-80,w-300,h-300&_src=imagekit",
"https://ik.imagekit.io/tvlk/apr-asset/Ixf4aptF5N2Qdfmh4fGGYhTN274kJXuNMkUAzpL5HuD9jzSxIGG5kZNhhHY-p7nw/hotel/asset/10038573-6152683d61b992e74079a2e3034d82e0.jpeg?tr=q-80,w-300,h-300&_src=imagekit",
"https://ik.imagekit.io/tvlk/apr-asset/Ixf4aptF5N2Qdfmh4fGGYhTN274kJXuNMkUAzpL5HuD9jzSxIGG5kZNhhHY-p7nw/hotel/asset/10038573-3328169c73fa55f15cb28345d68a9fc8.jpeg?tr=q-80,w-300,h-300&_src=imagekit",
"https://ik.imagekit.io/tvlk/apr-asset/Ixf4aptF5N2Qdfmh4fGGYhTN274kJXuNMkUAzpL5HuD9jzSxIGG5kZNhhHY-p7nw/hotel/asset/10038573-183a2281b9d2d7fccd361d10c68bd376.jpeg?tr=q-80,w-300,h-300&_src=imagekit",
"https://ik.imagekit.io/tvlk/apr-asset/Ixf4aptF5N2Qdfmh4fGGYhTN274kJXuNMkUAzpL5HuD9jzSxIGG5kZNhhHY-p7nw/hotel/asset/10038573-5550690dfb9e3f532c80a3589824a56c.jpeg?tr=q-80,w-300,h-300&_src=imagekit"
],
"hotel_seo_url": "hotel/thailand/zand-morada-pattaya-hotel-3000010038573",
"extra_infos": [],
"hotel_inventory_summary": {
"cheapest_rate_display": {
"base_fare": {
"currency": "VND",
"amount": "723072",
"null_or_empty": false
},
"fees": {
"currency": "VND",
"amount": "0",
"null_or_empty": false
},
"taxes": {
"currency": "VND",
"amount": "127983",
"null_or_empty": false
},
"total_fare": {
"currency": "VND",
"amount": "851055",
"null_or_empty": false
},
"num_of_decimal_point": "0"
},
"original_rate_display": {
"base_fare": {
"currency": "VND",
"amount": "723072",
"null_or_empty": false
},
"fees": {
"currency": "VND",
"amount": "0",
"null_or_empty": false
},
"taxes": {
"currency": "VND",
"amount": "127983",
"null_or_empty": false
},
"total_fare": {
"currency": "VND",
"amount": "851055",
"null_or_empty": false
},
"num_of_decimal_point": "0"
},
"strikethrough_rate_display": {
"base_fare": {
"currency": "VND",
"amount": "723072",
"null_or_empty": false
},
"fees": {
"currency": "VND",
"amount": "0",
"null_or_empty": false
},
"taxes": {
"currency": "VND",
"amount": "127983",
"null_or_empty": false
},
"total_fare": {
"currency": "VND",
"amount": "851055",
"null_or_empty": false
},
"num_of_decimal_point": "0"
},
"property_currency_rate_display": {
"base_fare": {
"currency": "THB",
"amount": "89108",
"null_or_empty": false
},
"fees": {
"currency": "THB",
"amount": "0",
"null_or_empty": false
},
"taxes": {
"currency": "THB",
"amount": "15772",
"null_or_empty": false
},
"total_fare": {
"currency": "THB",
"amount": "104880",
"null_or_empty": false
},
"num_of_decimal_point": "2"
},
"property_currency_original_rate_display": {
"base_fare": {
"currency": "THB",
"amount": "89108",
"null_or_empty": false
},
"fees": {
"currency": "THB",
"amount": "0",
"null_or_empty": false
},
"taxes": {
"currency": "THB",
"amount": "15772",
"null_or_empty": false
},
"total_fare": {
"currency": "THB",
"amount": "104880",
"null_or_empty": false
},
"num_of_decimal_point": "2"
},
"reschedule_rate_display": null,
"final_strikethrough_price": {
"total_price_rate_display": {
"base_fare": {
"currency": "VND",
"amount": "723072",
"null_or_empty": false
},
"fees": {
"currency": "VND",
"amount": "0",
"null_or_empty": false
},
"taxes": {
"currency": "VND",
"amount": "127983",
"null_or_empty": false
},
"total_fare": {
"currency": "VND",
"amount": "851055",
"null_or_empty": false
},
"num_of_decimal_point": "0",
"inclusive_final_price": {
"currency": "VND",
"amount": "851055",
"null_or_empty": false
},
"exclusive_final_price": {
"currency": "VND",
"amount": "723072",
"null_or_empty": false
}
},
"per_room_per_night_display": {
"base_fare": {
"currency": "VND",
"amount": "723072",
"null_or_empty": false
},
"fees": {
"currency": "VND",
"amount": "0",
"null_or_empty": false
},
"taxes": {
"currency": "VND",
"amount": "127983",
"null_or_empty": false
},
"total_fare": {
"currency": "VND",
"amount": "851055",
"null_or_empty": false
},
"num_of_decimal_point": "0",
"inclusive_final_price": {
"currency": "VND",
"amount": "851055",
"null_or_empty": false
},
"exclusive_final_price": {
"currency": "VND",
"amount": "723072",
"null_or_empty": false
}
}
},
"final_price": {
"total_price_rate_display": {
"base_fare": {
"currency": "VND",
"amount": "723072",
"null_or_empty": false
},
"fees": {
"currency": "VND",
"amount": "0",
"null_or_empty": false
},
"taxes": {
"currency": "VND",
"amount": "127983",
"null_or_empty": false
},
"total_fare": {
"currency": "VND",
"amount": "851055",
"null_or_empty": false
},
"num_of_decimal_point": "0",
"inclusive_final_price": {
"currency": "VND",
"amount": "851055",
"null_or_empty": false
},
"exclusive_final_price": {
"currency": "VND",
"amount": "723072",
"null_or_empty": false
}
},
"per_room_per_night_display": {
"base_fare": {
"currency": "VND",
"amount": "723072",
"null_or_empty": false
},
"fees": {
"currency": "VND",
"amount": "0",
"null_or_empty": false
},
"taxes": {
"currency": "VND",
"amount": "127983",
"null_or_empty": false
},
"total_fare": {
"currency": "VND",
"amount": "851055",
"null_or_empty": false
},
"num_of_decimal_point": "0",
"inclusive_final_price": {
"currency": "VND",
"amount": "851055",
"null_or_empty": false
},
"exclusive_final_price": {
"currency": "VND",
"amount": "723072",
"null_or_empty": false
}
}
},
"bundled_rate_display": null,
"provider_id": "IG3Ms1Z77osP4dgMqxoyO4MsyRGhHjDOwaCMBeuTFJk=",
"hotel_promo_type": null,
"label_display_data": {
"icon_id": "0",
"short_description": "Affordable luxury",
"long_description": "Affordable luxury",
"override_provider_label": false,
"icon_url": "https://ik.imagekit.io/tvlk/image/imageResource/2025/09/04/1756959010710-89d95216d1ef2f478c1f1402538c4e4c.png?tr=q-75",
"short_formatted_description": "Affordable luxury",
"long_formatted_description": "Affordable luxury",
"background_color": "#0095FF",
"action": null,
"font_color": "#ffffff"
},
"available_rate_types": [
"PAY_NOW"
],
"hotel_ribbon_display": {
"url": null,
"label": null
},
"strikethrough_display_flag": false,
"strikethrough_display_color": "HygieneColor",
"is_cashback": null,
"hotel_room_c_c_guarantee_requirement_display": null,
"extra_bed_search_summary": null,
"inventory_label_display": null,
"accom_preference_display": null,
"hotel_preferred_partner_display": {
"name": "<font color=\"#F0F1F2\">Preferred Partner </font><font color=\"#F4C525\"><b>Plus</b> </font>",
"icon_url": "https://ik.imagekit.io/tvlk/image/imageResource/2025/04/02/1743579919823-e9c1731dc7bff7ea2d35c8ae29228088.png?tr=q-75",
"background_color": "",
"background_image": "https://ik.imagekit.io/tvlk/image/imageResource/2026/05/11/1778486262442-000f2407a6c0bae2f81a17f810869d6f.png?tr=q-75",
"text_color": "",
"preferred_partner_point_label_text": null,
"preferred_partner_point_label_background_color": null,
"preferred_partner_point_label_text_color": null,
"accom_membership_type": "PREFERRED_PLUS"
},
"hotel_special_placement_display": null,
"discount_rate_summary_display": {
"text": null,
"inclusive_price_text": null,
"exclusive_price_text": null,
"text_color": null,
"bg_color": null,
"left_icon": null,
"right_icon": null,
"discount_rate_summary_is_use_animation": null,
"variant": "control"
},
"discount_label_display_data": {
"icon_url": null,
"background_color": null,
"text_color": null,
"label": null
},
"accom_inventory_card_display": null,
"has_free_cancellation_rooms": false,
"has_refund_guarantee": false,
"has_extra_benefit": false,
"inventory_feature_display": null,
"match_search_occupancy": true,
"num_charged_rooms": "1"
},
"third_party_hotel_rating_info_map": {},
"loyalty_amount": "0",
"hotel_loyalty_display": {
"display": "<font color=\"#687176\">0 Points</font>",
"amount": "0",
"cashback_tray_info": null,
"cashback_amount": "0",
"cashback_term_and_condition_page_link": null
},
"reward_display": {
"text": null,
"font_color": null,
"background_color": null,
"icon": null,
"variant": "noGuideline"
},
"accom_loyalty_eligibility_status": "HOTEL_NOT_ELIGIBLE",
"coupon_display": {
"coupon_list": [],
"coupon_summary": null
},
"accom_property_type": "Hotels",
"accom_property_type_display": {
"icon_url": "https://ik.imagekit.io/tvlk/image/imageResource/2023/03/28/1679986877455-c9fba4a49268f20248a89a0b68c86973.png?tr=q-75",
"background_color": "#ECF8FF",
"text_color": "#0264C8"
},
"insider_display": {
"text": null,
"background_color": null,
"background_image": null,
"font_color": null,
"icon": null,
"type": null,
"capsule_value": null,
"capsule_background_color": null,
"capsule_font_color": null,
"sense_urgency_progress_text": null,
"sense_urgency_progress_text_color": null,
"sense_urgency_progress_background_color": null,
"sense_urgency_progress_bar_color": null,
"sense_urgency_progress_bar_icon": null,
"sense_urgency_progress_bar_percentage": null,
"interface_price_comparison_percentage_text": null,
"interface_price_comparison_action_text": null,
"interface_price_comparison_action_font_color": null,
"interface_price_comparison_cheapest_rate_display": null
},
"web_to_app_display": null,
"hotel_card_header_display": {
"icon": null,
"animation_url": null,
"background_image_url": null,
"content": null,
"additional_text": null,
"background_color": null,
"font_color": null,
"type": null,
"mini_container_content_icon": null,
"mini_container_content_bg_color": null,
"mini_container_content_font_color": null,
"mini_container_content_countdown": null,
"mini_container_label_font_color": null,
"mini_container_label": null
},
"price_change_icon_display": {
"icon_url": null,
"tooltip": null
},
"accom_card_highlight_display": {
"icon": null,
"text": null,
"background_color": null,
"font_color": null
},
"hotel_preferred_partner_display": {
"name": "<font color=\"#F0F1F2\">Preferred Partner </font><font color=\"#F4C525\"><b>Plus</b> </font>",
"icon_url": "https://ik.imagekit.io/tvlk/image/imageResource/2025/04/02/1743579919823-e9c1731dc7bff7ea2d35c8ae29228088.png?tr=q-75",
"background_color": "",
"background_image": "https://ik.imagekit.io/tvlk/image/imageResource/2026/05/11/1778486262442-000f2407a6c0bae2f81a17f810869d6f.png?tr=q-75",
"text_color": "",
"preferred_partner_point_label_text": null,
"preferred_partner_point_label_background_color": null,
"preferred_partner_point_label_text_color": null,
"accom_membership_type": "PREFERRED_PLUS"
},
"add_ons": [],
"index_position": "0",
"ads": null,
"contexts": {
"search_id": "1866179735674975449",
"prc_obj": "3000010038573.18",
"accom_room_state": "REFERENCE",
"inventory_rate_key": "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"
},
"sense_urgency_message": "Only 2 room(s) left at this price!",
"sold_out_room_info": null,
"hotel_curation_tag_display_list": [
{
"curation_geo_id": "10000056",
"curation_tag": "content_worthy_stat",
"rank": "2"
},
{
"curation_geo_id": "10000056",
"curation_tag": "beach_hotel_stat",
"rank": "4"
}
],
"hotel_curation_best_tag_display": {
"text": "No. 2 in Content-worthy Hotel",
"font_color": "#0071CE",
"background_color_start": "#BAF076",
"background_color_end": "#F7FCDE",
"icon_url": ""
},
"global_language": {
"display_name": "Zand Morada Pattaya Hotel"
},
"bookmark_data": {
"bookmark_id": null,
"is_bookmarked": false
},
"upsell_tag_display": {
"text": null,
"text_color": null,
"icon": null,
"background_image": null
},
"deals_summary": null,
"overlay_header_display": {
"text": null
},
"price_cut_display": {
"pill_display": {
"icon_url": null,
"message": null,
"alternative_message": null,
"background_color": null,
"font_color": null
},
"tray_display": {
"background_image_url": null,
"icon_url": null,
"title": null,
"description": null,
"tnc_description": null
}
},
"from_url": "https://www.traveloka.com/hotel/search?spec=25-05-2026.26-05-2026.1.1.HOTEL_GEO.10000061.Pattaya.2"
}

Each hotel returns a record with 50+ fields, grouped below by category:

Identity & Location

FieldMeaning
IDUnique Traveloka property identifier
NameInternal property name
Display NameName shown to users on the platform
AddressFull property address string
RegionGeographic region or district
Latitude / LongitudeGPS coordinates for mapping
Hotel SEO URLCanonical URL for the property's detail page
Accom Property TypeRaw property type code (hotel, villa, apartment, etc.)
Accom Property Type DisplayHuman-readable property type label

Ratings & Reviews

FieldMeaning
Star RatingOfficial star classification (1–5)
User RatingAggregate guest score
Number Of ReviewsTotal review count
User Rating InfoBreakdown object (cleanliness, location, service, etc.)
Review SummaryHighlighted review snippet shown on card
Third Party Hotel Rating Info MapRatings from external platforms (e.g., Google, TripAdvisor)

Pricing & Deals

FieldMeaning
Low RateLowest available nightly rate for the search period
High RateHighest available nightly rate
Price Change Icon DisplayIndicator of price movement (rising/falling)
Price Cut DisplayDiscount badge details (original vs. current price)
Deals SummaryActive deals or promotions summary
Coupon DisplayCoupon or promo code availability
Loyalty AmountPoints or loyalty currency value
Hotel Loyalty DisplayLoyalty program presentation data
Reward DisplayReward/cashback display details
Accom Loyalty Eligibility StatusWhether loyalty earning applies to this property

Facilities & Features

FieldMeaning
Showed Facility TypesKey amenities shown on the card (pool, WiFi, parking, etc.)
Hotel FeaturesFull feature list for the property
Hotel Flexibility FeaturesCancellation policy and flexibility flags
Add OnsAvailable add-on services (breakfast, airport transfer, etc.)

Room & Inventory Data

FieldMeaning
Property ListingSummary of available room types
Inventory Unit DisplayRoom inventory display object
Showcased Room DisplayFeatured room type shown on the card
Hotel Inventory SummaryAvailability summary across room types
Sold Out Room InfoData on sold-out room categories

Media

FieldMeaning
Image URLPrimary property image
Image URLsFull array of property photo URLs
Hotel Video AssetPromotional video asset if available

Marketing & Display Flags

FieldMeaning
Hotel Card Header DisplayHeader badge or label on the search card
Accom Card Highlight DisplayHighlighted selling point on the card
Hotel Preferred Partner DisplayWhether the property is a preferred/sponsored partner
Insider DisplayTraveloka Insider program indicator
Upsell Tag DisplayUpsell tag or badge data
Overlay Header DisplayOverlay badge (e.g., "Limited rooms left")
Sense Urgency MessageUrgency messaging (e.g., "Only 2 rooms left!")
Hotel Curation Tag Display ListAll curation/editorial tags assigned
Hotel Curation Best Tag DisplayTop-ranked curation tag for the property
AdsWhether the listing is a paid advertisement
Index PositionPosition in the search result list

Miscellaneous

FieldMeaning
Extra InfosAdditional metadata not covered by standard fields
ContextsSearch context data attached to the result
Global LanguageLanguage setting of the response
Bookmark DataWishlist/saved state data
Web To App DisplayDeep link data for app redirect

How to Use

  1. Build your search URL — Search for hotels on Traveloka with your desired destination, dates, and guests. Copy the URL from the browser.
  2. Configure input — Paste the URL into urls. Set max_items_per_url based on how many results you need.
  3. Run the scraper — Start the actor and monitor progress in the run log.
  4. Export — Download results as JSON, CSV, or Excel.

Best practices:

  • Use separate URLs per destination for cleaner datasets.
  • For full market coverage, set max_items_per_url to 200 or higher.
  • Always include fresh check-in/check-out dates in the URL to get current pricing.

Use Cases

  • Rate intelligence: Track low and high rates across competing properties in a destination
  • Inventory monitoring: Identify sold-out patterns by area or property type
  • Content aggregation: Build hotel listing databases with photos, addresses, and ratings
  • Marketing analysis: Study how promotions, loyalty badges, and urgency cues are distributed

Conclusion

The Traveloka Hotels Search Scraper turns complex search result pages into structured, analysis-ready datasets. With 50+ fields covering pricing, ratings, availability, media, and promotions, it provides everything needed to understand hotel inventory across Southeast Asia's busiest OTA platform.