Traveloka Activities Scraper: Extract Activity Search Results at Scale

Excerpt: Scrape Traveloka activity search pages to collect names, prices, ratings, images, promo labels, availability, and 30+ fields per listing. Perfect for travel aggregators, price monitors, and market researchers.

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What Is Traveloka Activities?

Traveloka is one of Southeast Asia's largest travel platforms, offering flights, hotels, and a rapidly growing Activities & Experiences marketplace covering tours, attractions, eSIMs, day trips, and more across the region. Its activities search page surfaces hundreds of options filterable by keyword, location, and sort order — but extracting this data manually is impractical at any meaningful scale.

The Traveloka Activities Search Scraper automates collection from Traveloka's search results, turning paginated listings into structured, analysis-ready datasets.

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Overview

This scraper targets Traveloka's /activities/search pages and extracts rich product-level data for each listed experience. Typical users include:

• Travel aggregators building comparison platforms
• Revenue & pricing analysts monitoring competitor rates and promos
• Marketing teams tracking promo labels, ribbons, and featured placements
• Researchers studying Southeast Asia's experiences market

Supports multi-URL runs, pagination control, and configurable item limits — making it suitable for both quick spot-checks and large-scale data pipelines.

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Input Format

{
  "urls": [
    "https://www.traveloka.com/en-en/activities/search?q=esim&sort=RELEVANCE"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200,
  "page": 3,
  "sort_by": "Default",
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "SG"
  }
}

Field Reference

Field	Type	Default	Description
urls	array	—	One or more Traveloka activity search page URLs. Supports bulk entry. Example: https://www.traveloka.com/en-en/activities/search?q=bali+tour&sort=RELEVANCE
max_items_per_url	integer	20	Maximum number of activity listings to collect per URL. Increase up to 200+ for broader dataset coverage.
page	integer	1	Starting page of results to scrape. Useful for resuming or targeting deeper result pages.
sort_by	string	"Default"	Sort order preference. Corresponds to the sort parameter in the search URL (e.g., RELEVANCE, PRICE_LOW, RATING).
ignore_url_failures	boolean	true	When true, failed URLs are skipped and the run continues. Recommended for bulk runs.
proxy	object	RESIDENTIAL / SG	Proxy configuration. Use RESIDENTIAL proxies with apifyProxyCountry set to match the target market — SG for Singapore/SEA results, ID for Indonesia-specific listings, etc.

Tip: Keep the sort parameter in your URL consistent with sort_by in the config to avoid conflicting sort behavior.

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Output Format

Sample output

{
  "experience_id": "5224813381567",
  "experience_name": "eSIM for Middle East by Airhub",
  "chain_id": null,
  "available_dates": null,
  "score": "8.0",
  "short_geo_name": "Hamad International Airport",
  "distance": null,
  "image_url": "https://ik.imagekit.io/tvlk/xpe-asset/AyJ40ZAo1DOyPyKLZ9c3RGQHTP2oT4ZXW+QmPVVkFQiXFSv42UaHGzSmaSzQ8DO5QIbWPZuF+VkYVRk6gh-Vg4ECbfuQRQ4pHjWJ5Rmbtkk=/5224813381567/eSIM-for-Middle-East-by-Airhub-67fb9da0-e5bd-4502-8256-a25a978a5630.jpeg?tr=q-60,c-at_max,w-540,h-960&_src=imagekit",
  "base_price": {
    "original_price": {
      "currency_value": {
        "currency": "USD",
        "amount": "587",
        "null_or_empty": false
      },
      "num_of_decimal_point": "2"
    },
    "discounted_price": {
      "currency_value": {
        "currency": "USD",
        "amount": "587",
        "null_or_empty": false
      },
      "num_of_decimal_point": "2"
    },
    "discount_percentage": "0",
    "discount_percentage_label": null,
    "discount_percentage_pill": null
  },
  "promo_label": null,
  "instant_voucher": false,
  "total_review": "2",
  "experience_name_en": "eSIM for Middle East by Airhub",
  "loyalty_point": null,
  "landmark": null,
  "image_urls": [
    "https://ik.imagekit.io/tvlk/xpe-asset/AyJ40ZAo1DOyPyKLZ9c3RGQHTP2oT4ZXW+QmPVVkFQiXFSv42UaHGzSmaSzQ8DO5QIbWPZuF+VkYVRk6gh-Vg4ECbfuQRQ4pHjWJ5Rmbtkk=/5224813381567/eSIM-for-Middle-East-by-Airhub-67fb9da0-e5bd-4502-8256-a25a978a5630.jpeg?tr=q-60,c-at_max,w-540,h-960&_src=imagekit"
  ],
  "city_name": "Zone 49",
  "sub_types": null,
  "bookmark_id": null,
  "quick_book_card_label": "Show Available Vouchers",
  "quick_book_detail_label": "Select Vouchers",
  "review_icon_url": null,
  "experience_feature": null,
  "experience_features": [],
  "promo_label_list": null,
  "featured_icon": null,
  "tags": [],
  "tickets": [],
  "promo_ribbon_list": [],
  "special_value_label_list": [],
  "product_ribbon": null,
  "feature_label": null,
  "is_sold_out": false,
  "coupon_applied_detail": null,
  "from_url": "https://www.traveloka.com/en-en/activities/search?q=esim&sort=RELEVANCE"
}

Each scraped activity returns up to 34 fields:

Core Identification

Field	Meaning
Experience ID	Unique Traveloka internal ID for the activity
Experience Name	Display name of the activity in the listing language
Experience Name EN	English version of the experience name
Chain ID	ID grouping related experiences under one provider
Slug	URL-friendly identifier (where available)

Pricing & Promotions

Field	Meaning
Base Price	Starting price for the experience (before discounts)
Promo Label	Primary promotional badge shown on the card (e.g., "10% OFF")
Promo Label List	Full list of all promo labels applied to the listing
Promo Ribbon List	Visual ribbon overlays (e.g., "Best Seller", "Limited Time")
Special Value Label List	Additional value indicators (e.g., "Free Cancellation")
Product Ribbon	Primary ribbon displayed on the product card
Coupon Applied Detail	Details of any auto-applied coupon or discount
Loyalty Point	Traveloka Points awarded on purchase

Ratings & Reviews

Field	Meaning
Score	Aggregate review score (typically 0–10 scale)
Total Review	Number of reviews contributing to the score
Review Icon URL	Icon used to display the review score visually

Location

Field	Meaning
Short Geo Name	Short location label (e.g., "Bali", "Singapore")
City Name	City associated with the activity
Landmark	Nearby landmark or meeting point
Distance	Distance from a reference point, if provided
Displayed Location	Full location string as shown on the listing

Media

Field	Meaning
Image URL	Primary thumbnail image URL
Image URLs	Full array of all product images
Featured Icon	Icon URL for featured or badge placement

Availability & Booking

Field	Meaning
Available Dates	Dates the experience is bookable
Instant Voucher	Whether the voucher is delivered instantly post-booking
Quick Book Card Label	CTA label shown on the search card
Quick Book Detail Label	CTA label shown on the detail page
Is Sold Out	Boolean flag for sold-out experiences
Tickets	Ticket type options available (e.g., adult, child)

Categorization & Features

Field	Meaning
Sub Types	Activity subcategories (e.g., "Day Trip", "eSIM", "Attraction")
Tags	Descriptive tags attached to the listing
Experience Feature	Primary highlighted feature of the experience
Experience Features	Full list of features/amenities
Feature Label	Label summarizing key features on the card
Bookmark ID	ID used for wishlist/save functionality

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How to Use

1. Build your search URL — Go to Traveloka Activities, search by keyword or category, apply filters, then copy the URL from your browser.
2. Set pagination — Use page to target a specific result page; increase max_items_per_url for wider coverage.
3. Configure proxy — Set apifyProxyCountry to match your target market (SG, ID, TH, VN, etc.) for accurate geo-targeted results.
4. Run and export — Start the actor and download output as JSON or CSV.

Common issues:

• Empty results may indicate the search URL uses dynamic filters not preserved in the URL — verify the URL loads correctly in a browser first.
• For eSIM or non-location-specific searches, any RESIDENTIAL proxy country generally works.

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Use Cases & Business Value

• Price intelligence: Track base prices and promotions across categories or competitors
• Content aggregation: Populate a travel experience platform with up-to-date listings
• Market research: Analyze which activity types, tags, and features dominate SEA markets
• Campaign monitoring: Track promo ribbons and featured placements over time

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Conclusion

The Traveloka Activities Search Scraper delivers deep, structured data from one of Southeast Asia's most active experiences marketplaces. With 34 output fields covering pricing, availability, reviews, and promotional placement, it provides the raw material for competitive analysis, aggregation, and market intelligence at scale.