Tokopedia Search Scraper

What does Tokopedia Search Scraper do?

Tokopedia Search Scraper collects product listings from Tokopedia search results and saves them as structured dataset items. Tokopedia is Indonesia's largest e-commerce marketplace, and this Actor converts a keyword search or a search URL into a clean dataset of product names, prices, ratings, seller details, and category information. Enter a keyword such as game or paste a Tokopedia search URL, set the number of products you want, and run the Actor to get market data without copying search pages by hand.

The Actor follows pagination automatically, removes duplicate products across pages, and returns one record per product with direct URLs for the product page and seller shop. The output is ready for analysis in a spreadsheet, for export to JSON or CSV, or for use in dashboards, price monitoring, and AI data pipelines.

Why use Tokopedia Search Scraper?

• Reliable dataset creation - Collect structured Tokopedia product data without manual copy-paste or browser sessions.
• Automation-ready output - Download results as JSON, CSV, Excel, or XML, or push them to your own systems.
• Market research fit - Build datasets for price monitoring, competitor assortment research, category trend tracking, and seller benchmarking.
• Scheduling and API access - Run the Actor once or on a schedule, and pull datasets through the Apify API from your own tools.

What data can you extract from Tokopedia?

Field	Description
title	Product name from the search listing
product_url	Direct link to the product page
price	Display price such as Rp25.000
image_urls	All distinct product image URLs returned for the listing
price_number	Numeric price value for sorting and math
original_price	Price before discount when available
discount_percentage	Discount percentage when the listing shows one
rating	Product rating score
sold_count	Sold count text shown in the listing
shop_name	Seller name
shop_city	Seller city or region
category_name	Product category
is_ad	Whether the listing is marked as an ad

How to use Tokopedia Search Scraper

1. Open the Actor on Apify Store.
2. Enter a search keyword such as game or paste a Tokopedia search URL into the startUrl field.
3. Set the maximum number of products with results_wanted.
4. Optionally adjust max_pages as a safety cap for broad keywords.
5. Run the Actor and wait for the dataset to finish.
6. Download the results or connect the dataset to an integration, webhook, or API workflow.

No account on Tokopedia is required. The Actor works from public search pages, and technical users can run the same inputs through the Apify API.

Input Parameters

Parameter	Type	Required	Default	Description
startUrl	String	No	Prefilled Tokopedia game search URL	Tokopedia search URL to start from. Search query parameters are reused when provided.
keyword	String	No	game	Search keyword. When filled, it overrides the q value from startUrl.
results_wanted	Integer	No	20	Maximum number of products to save.
max_pages	Integer	No	10	Safety limit on the number of result pages visited.
proxyConfiguration	Object	No	{ "useApifyProxy": false }	Optional proxy settings for request routing.

All parameters are optional. If you provide nothing, the Actor runs a search for game and saves up to 20 products.

Output Data

Field	Type	Description
keyword	String	Search keyword used for the run
page	Integer	Result page the product appeared on
position	Integer	Product position in the overall result sequence
product_id	String	Tokopedia product identifier
title	String	Product title
product_url	String	Direct product page URL
image_url	String	Primary product image URL
image_urls	Array	All distinct product image URLs returned by Tokopedia
price	String	Display price
price_number	Number	Numeric price value
original_price	String	Original price before discount when available
discount_percentage	Number	Discount percentage when available
rating	Number	Product rating score
sold_count	String	Sold count text from the listing
shop_id	String	Seller identifier
shop_name	String	Seller name
shop_url	String	Seller profile URL
shop_city	String	Seller city or region
shop_tier	Number	Seller tier when available
badge_title	String	Badge label shown in the listing when available
badge_url	String	Badge link when available
category_id	String	Category identifier
category_name	String	Product category name
category_breadcrumb	String	Category breadcrumb when available
is_ad	Boolean	Whether the listing is marked as an ad
is_wishlist	Boolean	Wishlist flag from the source
source_url	String	Search URL used for the run
fetched_at	String	ISO timestamp for when the product was collected

Empty and null values are removed from each record so the dataset stays clean for exports.

Usage Examples

Basic keyword extraction

Run a search for a single keyword with a small result limit:

{
  "keyword": "game",
  "results_wanted": 20,
  "max_pages": 3
}

Start from a search URL

Reuse the filters of a specific Tokopedia search URL, for example a keyboard search:

{
  "startUrl": "https://www.tokopedia.com/search?st=&q=keyboard",
  "results_wanted": 50,
  "max_pages": 5
}

Larger collection run with proxy

Collect a broader keyword dataset and route requests through Apify Proxy for higher-volume runs:

{
  "keyword": "sepatu lari",
  "results_wanted": 100,
  "max_pages": 5,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

Sample Output

A single dataset item from a game search:

{
  "keyword": "game",
  "page": 1,
  "position": 1,
  "product_id": "1755362829",
  "title": "Sticker Pack Capcom Character Game Megaman Ryu Ken Stiker Laptop Vinyl - Pack A, Doff",
  "product_url": "https://www.tokopedia.com/sutikki/sticker-pack-capcom-character-game-megaman-ryu-ken-stiker-laptop-vinyl-pack-a-glossy",
  "image_url": "https://images.tokopedia.net/img/cache/300-square/product-1/2023/1755362829/1755362829_...jpg",
  "image_urls": [
    "https://images.tokopedia.net/img/cache/300-square/product-1/2023/1755362829/1755362829_...jpg",
    "https://images.tokopedia.net/img/cache/200-square/product-1/2023/1755362829/1755362829_...jpg"
  ],
  "price": "Rp25.000",
  "price_number": 25000,
  "original_price": "Rp35.000",
  "discount_percentage": 29,
  "rating": 4.9,
  "sold_count": "1,2rb terjual",
  "shop_id": "124567",
  "shop_name": "Sutikki",
  "shop_url": "https://www.tokopedia.com/sutikki",
  "shop_city": "Jakarta Selatan",
  "shop_tier": 1,
  "category_id": "392",
  "category_name": "Komputer & Laptop",
  "category_breadcrumb": "Komputer & Laptop",
  "is_ad": false,
  "is_wishlist": false,
  "source_url": "https://www.tokopedia.com/search?st=&q=game",
  "fetched_at": "2026-07-28T10:30:00.000Z"
}

Tips for Best Results

• Keep results_wanted close to your real need for faster runs and smaller datasets.
• Use max_pages as a safety cap when searching broad keywords that return many pages.
• Check the dataset preview before scheduling larger or recurring runs.
• If a broad search returns fewer products than requested, the Actor has reached the end of the available listings or the page cap.
• Search ranking and inventory change often, so ordering and availability can differ between runs.
• Some fields are empty when the listing does not publish that detail, such as a discount or a badge. Check several results before assuming a failure.
• Public pages can change over time. If extraction stops working, report it through the Issues tab so the Actor can be updated.

Integrations

• Google Sheets - Export Tokopedia product data to spreadsheets for analysis.
• Webhooks - Trigger downstream workflows after each run completes.
• Make or Zapier - Connect results to no-code automations.
• API - Access datasets programmatically from your own systems.
• Schedules - Refresh data on an hourly, daily, or weekly interval.

Frequently Asked Questions

Can I export Tokopedia data to CSV or Excel?

Yes. Apify datasets can be downloaded in CSV, Excel, JSON, XML, and other supported formats.

Can I run this Actor on a schedule?

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

Does this Actor scrape product detail pages?

No. This Actor collects search listing data only. For individual product reviews, see the Tokopedia Reviews Scraper.

Can I scrape multiple keywords in one run?

No. The Actor accepts one keyword or one search URL per run. Run once per keyword, or orchestrate multiple runs from your workflow.

What if I get fewer results than requested?

The Actor stops when there are no more pages or items to collect, or when max_pages is reached. A broad keyword can also return fewer available listings than the requested limit.

Why are results different between runs?

Tokopedia search ranking and marketplace inventory change quickly, so product order and availability can vary between runs.

Is it legal to scrape Tokopedia?

Scraping public web data can be legal, but you are responsible for complying with applicable laws, Tokopedia terms, and data privacy rules. Only collect and use data for lawful purposes.

Related Actors

• Tokopedia Reviews Scraper - Collect Tokopedia product reviews, ratings, and feedback.
• Shein Product Scraper - Extract Shein product data including prices, images, and ratings.
• Shopify Product Scraper - Collect complete product catalogs from Shopify stores.
• Asos Product Scraper - Gather ASOS product, price, and discount data for fashion market research.

If you need customer feedback on the products you collect, use the Tokopedia Reviews Scraper alongside this Actor for a fuller picture.

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 Tokopedia search pages. Users are responsible for using the data responsibly and complying with applicable laws, Tokopedia terms, and privacy rules.