Traveloka Scraper

Extract Traveloka hotel prices, room details, guest reviews and flight results across Southeast Asian and regional markets as rows you can export.

• Hotel searches by destination, area ID or hotel-list URL.
• Optional room and review rows linked to their hotel.
• Flight searches by airport codes and dates.
• Links from activities, car rental, airport transfer and train pages.
• Free-plan pricing: $3.00 per 1,000 delivered rows plus a start fee.

What does Traveloka Scraper do?

Traveloka Scraper collects public travel listings from traveloka.com. It does not make bookings or access private accounts, and is not affiliated with Traveloka.

• Hotels: date-specific prices, ratings and locations. Hotel-list URLs instead return advertised “from” prices.
• Details and reviews: enrichDetails adds hotel information and separate room rows; includeReviews adds separate review rows. Both default to false. Each extra row is billed at the same price as a hotel row.
• Flights: fares and itinerary fields where available.
• Other services: relevant page links, not bookable inventory or confirmed fares.

Locales cover Indonesia, Malaysia, Singapore, the Philippines, Thailand, Vietnam, Australia, Japan, Korea and global English. Service availability varies by locale.

What data can you extract from Traveloka?

Every row has rowType and id. Fields depend on the service and what Traveloka shows; missing values may be omitted.

Hotel rows

Field	Description	Example
rowType	Entity type	hotel
id	Hotel identifier	148997
name	Hotel name	Example Hotel
url	Traveloka listing	https://www.traveloka.com/en-sg/hotel/indonesia/aston-kuta-hotel--residence-148997
area	Hotel area	Kuta, Badung
starRating	Hotel stars	4
rating	Guest score	8.7
reviewCount	Reported review count	3271
price	Nightly or advertised starting price	55.01
currency	Price currency	SGD
priceType	Meaning of the price	per_room_per_night
priceBeforeTaxes	Nightly price before tax	45.46
taxesAndFees	Nightly taxes and fees	9.55
originalPrice	Higher crossed-out price, if shown	65.00
totalPrice	Total for the requested stay	110.02
freeCancellation	Cancellation flag	true
sponsored	Sponsored placement	false

Details can also add address, postalCode, checkInTime, checkOutTime, facilities, policies, description and reviewSources. Coordinates, photos and stay dates are included where available.

Room rows

Field	Description	Example
rowType	Entity type	room
parentId	Parent hotel ID	148997
name	Room name	Deluxe Room
price	Room offer price, if available	65.00
maxOccupancy	Maximum guests	2
breakfast	Breakfast terms	Breakfast Included
refundable	Refundable rate flag	true
cancellationPolicy	Cancellation terms	Free cancellation
remainingRooms	Remaining rooms shown	2

Room and review rows also carry parentName, parentUrl and parentLocation. A room can be an unpriced catalog entry if no dated offer is available.

Review rows

Field	Description	Example
rowType	Entity type	review
parentId	Parent hotel ID	148997
reviewId	Source review ID, if present	review-example
rating	Review score	9.0
text	Review text	Comfortable room.
originalText	Original text when supplied alongside a translation	Comfortable room.
date	Review date	2026-10-01
reviewSource	Review provider	TRAVELOKA

Flight rows

Field	Description	Example
rowType	Entity type	flight
airline	Airline name	Example Airline
departureAirport	Departure airport	CGK
arrivalAirport	Arrival airport	DPS
departureTime	Displayed departure time	09:00
arrivalTime	Displayed arrival time	12:00
duration	Displayed duration	2h
stops	Stop information	Direct
price	Displayed fare	120.00

Activity links

Field	Description	Example
rowType	Entity type	activity_link
name	Link text	Example activity
locale	Selected locale	en-sg

Car rental links

Field	Description	Example
rowType	Entity type	car_rental_link
name	Link text	Example car rental
locale	Selected locale	en-sg

Airport transfer links

Field	Description	Example
rowType	Entity type	airport_transfer_link
name	Link text	Example airport transfer
locale	Selected locale	en-sg

Train links

Field	Description	Example
rowType	Entity type	train_link
name	Link text	Example train route
locale	Selected locale	en-id

All four link types include url; they do not represent confirmed availability.

How to scrape Traveloka

1. Open Traveloka Scraper in Apify Console.
2. Fill a target, such as destination: "Bali".
3. Set maxResults to 3 for a small first run.
4. Click Start and wait for completion.
5. Open the dataset and download it or read it through the API.

Empty input with service left on auto starts a Bali hotel example with at most 3 rows. Normal event charges apply. Filling a hotel target selects hotels automatically; filling origin selects flights. Conflicting targets take priority in this order: hotelListUrl, geoId, origin, destination.

Hotels

Use destination for a place name or geoId for an exact area. Explicit service: "hotels" without a target uses Bali and your normal row limit. Check-in defaults to 21 days ahead, with a two-night stay.

Flights

Fill origin and destination with three-letter IATA codes. Explicit service: "flights" defaults missing codes to CGK and DPS. Departure defaults to 28 days ahead; a round trip defaults to returning seven days later.

Activities

Set service to activities; no destination is needed. Results are links from the selected locale's activities page.

Car rental

Set service to car_rental for car-rental page links, not vehicle availability.

Airport transfer

Set service to airport_transfer for transfer page links, not journey quotes.

Trains

Set service to trains for train page links. A missing page or redirect to the home page is treated as a failure, not a successful train search.

What to fill in

Field	What to enter	Default
service	auto, hotels, flights, activities, car_rental, airport_transfer, trains	auto; form prefill hotels
destination	Hotel destination or flight arrival IATA code	Example Bali; flights DPS
origin	Flight departure IATA code	Flights CGK
geoId	Numeric hotel-area ID	Empty
hotelListUrl	Traveloka hotel area/region URL	Empty
maxResults	Combined row limit, 1–500	70; form prefill 3
checkin, checkout	Stay dates, YYYY-MM-DD; maximum 30 nights	Today +21 days; +2 nights
adults, children, rooms	Guest and room counts	2, 0, 1
childAges	Ages 0–17, one per child	Empty
enrichDetails	Hotel details and room rows	false
includeReviews, maxReviews	Review rows; 1–20 per hotel within the row limit	false, 20
departureDate, returnDate	Flight dates, YYYY-MM-DD	Today +28 days; +7 for round trips
tripType, cabinClass	oneway/roundtrip; ECONOMY, PREMIUM_ECONOMY, BUSINESS, FIRST	oneway, ECONOMY
infants	Infant count	0
locale	Site language and market	en-sg
currency	Optional currency code	Locale currency
domain	Traveloka host	www.traveloka.com
proxyCountry	Optional two-letter country hint	Empty

Hotels:

{"destination": "Bali", "maxResults": 3}

Hotel details and reviews:

{"destination": "Ubud", "enrichDetails": true, "includeReviews": true, "maxReviews": 2, "maxResults": 5}

Hotel area listings, with starting prices rather than dated rates:

{"hotelListUrl": "https://www.traveloka.com/en-id/hotel/indonesia/area/ubud-102771", "maxResults": 3}

Flights:

{"service": "flights", "origin": "CGK", "destination": "DPS", "maxResults": 3}

Activities:

{"service": "activities", "locale": "en-sg", "maxResults": 3}

Car rental:

{"service": "car_rental", "locale": "en-sg", "maxResults": 3}

Airport transfer:

{"service": "airport_transfer", "locale": "en-sg", "maxResults": 3}

Trains:

{"service": "trains", "locale": "en-id", "maxResults": 3}

maxItems and limit are aliases for maxResults; city and location are aliases for destination. Close field-name misspellings are corrected when possible; other unknown fields are ignored with a note. Invalid filters may be ignored or adjusted.

Unusable targets produce INVALID_INPUT: <field> — <how to fix>. Date and model validation errors can instead name the field directly, such as checkin is in the past; use today or a later date (YYYY-MM-DD). Validation happens before row delivery, so no rows are charged. The start fee can still apply.

INPUT_REPORT records inferred, filled, corrected and ignored fields in the default key-value store. INPUT_ECHO includes the resolved dates. Blank dates get relative defaults; explicit invalid dates are not moved forward automatically.

Output example

Illustrative hotel row, not a current price quote:

{
  "rowType": "hotel",
  "id": "148997",
  "hotelId": "148997",
  "name": "Aston Kuta Hotel & Residence",
  "service": "hotels",
  "locale": "en-sg",
  "price": 55.01,
  "priceBeforeTaxes": 45.46,
  "taxesAndFees": 9.55,
  "totalPrice": 110.02,
  "currency": "SGD",
  "priceType": "per_room_per_night",
  "checkin": "2030-11-20",
  "checkout": "2030-11-22",
  "nights": 2
}

Export the dataset as JSON, CSV, Excel, XML, RSS or an HTML table. Filter by rowType before comparing prices across rows.

Why use this Traveloka scraper?

• Pay for delivered rows: unsuccessful searches do not create row charges.
• Keep usable data: partial results returned by a search are delivered; warnings appear in RUN_SUMMARY. Rows already saved remain available after a stop.
• Separate entities: hotels, rooms and reviews can be joined by parentId.
• Check missing fields: unavailable information stays empty or absent instead of becoming invented values.
• No proxy setup: you do not need to set up proxies.

How much does it cost to scrape Traveloka?

Pricing is pay-per-event. An Actor start event costs $0.005, with one event per GB of allocated memory and a minimum of one. At the default 512 MB, the start charge is $0.005. Platform usage is included in these prices.

Apify plan	Start at 512 MB	Price per row	Price per 1,000 rows
Free	$0.005	$0.003	$3.00
Starter	$0.005	$0.003	$3.00
Scale	$0.005	$0.0026	$2.60
Business	$0.005	$0.0022	$2.20
Platinum	$0.005	$0.002	$2.00
Diamond	$0.005	$0.0016	$1.60

maxResults applies to the run's single destination, area ID, hotel-list URL, flight route or service input. It defaults to 70; larger counts are collected in parts of 70, up to the input limit of 500. All row types share the limit: maxResults: 3 can mean one hotel and two room/review rows, not three hotels plus unlimited children.

Free Apify plan users are limited to 200 rows per run and 10 total runs of this Actor. These are publisher-set limits. The whole run also stops at your Maximum cost per run (maxTotalChargeUsd in the API).

Example: 5 delivered rows on the Free plan at 512 MB cost 5 × $0.003 + $0.005 = $0.020.

What happens when the run timeout is too short

A search that outlasts the chosen timeout can pause automatically instead of failing. The run shows ABORTED with “Queued on the collection backend; this run will resume automatically when results are ready (about Ns).”

When results are ready, the same run resumes, reports “Resumed: delivering N rows.”, writes to the same dataset and finishes as SUCCEEDED. Previously delivered rows are skipped, so they are not delivered or charged twice. No action is needed for this automatic pause.

This can happen at most 3 times per run. Keep the default timeout of 3600 seconds to reduce interruptions. A manual stop is not a promise that unfinished results will be delivered.

Synchronous endpoints (run-sync, run-sync-get-dataset-items) wait at most 300 seconds and can return an empty dataset during a pause. For longer searches, start asynchronously and read the dataset after SUCCEEDED, or use an ACTOR.RUN.SUCCEEDED webhook.

Use with AI agents and the API

Apify MCP server

Add this remote server in a compatible Claude, ChatGPT, Cursor or VS Code client:

https://mcp.apify.com?tools=lentic_clockss/traveloka-scraper

Sign in through Apify OAuth, or send Authorization: Bearer <YOUR_APIFY_TOKEN>. The tool returns run and dataset IDs; read rows with get-dataset-items.

For clients without remote support, use npx @apify/actors-mcp-server --tools lentic_clockss/traveloka-scraper with APIFY_TOKEN set.

Example prompt: “Find three Bali hotels using Traveloka Scraper, with default dates, and show their names, prices and currencies.”

Apify API

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("lentic_clockss/traveloka-scraper").call(
    run_input={"destination": "Bali", "maxResults": 3}
)
for row in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(row)

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: '<YOUR_APIFY_TOKEN>' });
const run = await client.actor('lentic_clockss/traveloka-scraper').call({
    destination: 'Bali', maxResults: 3
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

For asynchronous HTTP, send POST https://api.apify.com/v2/acts/lentic_clockss~traveloka-scraper/runs with your JSON input and bearer token. After success, read GET https://api.apify.com/v2/datasets/<datasetId>/items?format=json. Apply the pause guidance above to SDK calls that wait for completion too.

Integrations

Use the Integrations tab for Google Sheets, Make, Zapier, n8n, Slack, Airtable or webhooks. Use Apify Schedules for recurring runs.

FAQ

Is it legal to scrape Traveloka?

This Actor collects public data. You are responsible for applicable terms and data-protection law. Personal data, including review content, needs a lawful basis; consult qualified counsel when uncertain.

Why did my run end as ABORTED?

Check the status message. The automatic pause described above resumes when results are ready. Not every ABORTED run is an automatic pause.

How many results can I get?

Request 1–500 rows for one input. Free-plan runs stop at 200; your cost limit and available results can reduce this further. Multiple destinations or routes require separate runs.

Why are some fields empty?

Traveloka may not show them for that listing, locale or date. Room catalog entries can lack prices. Detail fields also require enrichDetails and enough remaining rows.

Do I need a geoId?

No. Use a destination name, or supply geoId to select an exact area when a name is ambiguous.

Are hotel prices for my dates?

Normal searches use your dates. Hotel-list URLs return priceType: "seo_from_price", an advertised starting price rather than a dated quote.

Why did a search return no rows?

An unresolved destination or no matching availability can finish successfully with zero rows and an explanation. A search that cannot load results can fail instead. Check RUN_SUMMARY or ERROR_SUMMARY.

Can I book travel with this Actor?

No. It collects data, not bookings, payments or private-account information.

Limitations

• One scalar input per run; no destination or route arrays.
• Hotel details cover at most the first 100 hotels, subject to the shared row limit.
• Reviews are a page-provided sample, at most 20 per hotel, not the full review history.
• Activities, car rental, airport transfer and trains provide links only. Train pages may be unavailable in a locale.
• Locale selection does not guarantee every service or translated text is available.
• Prices and availability can change after collection. The Actor does not reserve a price.
• Attribute lists such as photos, facilities and policies are capped at 50 entries, sometimes fewer.

Related scrapers

More travel, hotel and flight scrapers from the same publisher:

• Trip.com Scraper — Hotels Flights Trains Cars
• Expedia Scraper
• Skyscanner Scraper
• Agoda Scraper — Hotels, Flights, Packages & More
• Despegar Scraper
• TripAdvisor Scraper — Hotels, Restaurants & More
• Airbnb Listings Scraper
• Booking.com Hotels Scraper

Browse all of our scrapers at apify.com/lentic_clockss.

Support

Report a problem or request a field through the Issues tab of this Actor's page. Include the run ID and the input you used.