ParseForge
Tokopedia Marketplace Scraper
parseforge/tokopedia-scraper
E-commerceAutomationIntegrations
Scrapes Tokopedia product listings by search keyword and returns each product as a flat row with title, price, rating, seller info, and URL. Export to CSV, JSON, Excel, or XML.
- Total users
- 2
- Monthly active
- 1
- Total runs
- 99
- Bookmarked
- 0
- Rating
- Not rated yet
- Last modified
- 8 days ago
Overview
Tokopedia Marketplace Scraper
Scrape Tokopedia product listings from any search keyword, up to a million products per run. Every product comes with its title, price, rating, seller info, and direct URL. No login or API key. Export to CSV, JSON, Excel, or XML.
Tokopedia is Indonesia's largest marketplace, but manually collecting product data across thousands of listings is slow and error-prone. This scraper reads the public search results directly, letting you pull structured product data by keyword without any registration or rate-limit headaches. It is built for market researchers, ecommerce managers, and data analysts who need clean, consistent Tokopedia data at scale.
| Who uses it | What they scrape Tokopedia for |
|---|---|
| Market researchers | Track which brands and products dominate a category in Indonesia right now. |
| Ecommerce managers | Monitor competitor pricing and assortment on Tokopedia daily. |
| Data analysts | Build a structured dataset of product attributes for price elasticity models. |
| Dropshippers | Find trending products and reliable suppliers by seller rating and stock level. |
What it does
This Actor collects Tokopedia product listings by search keyword and returns each product as a flat row.
- 🔍 Keyword search: feed it any product name or keyword in Bahasa Indonesia or English, and it returns matching listings.
- 📊 Structured output: each row is a flat product record with title, price, rating, seller, and URL, ready for analysis.
- ⚡ High volume: set maxItems up to 1,000,000 to pull a deep catalog of products in one run.
- 💾 Multi-format export: download your dataset as CSV, JSON, Excel, or XML directly from Apify.
Results export to CSV, JSON, Excel, or XML, or straight from the API.
What you can do with Tokopedia data
📈 Monitor competitor pricing.
An ecommerce manager runs the scraper daily for a brand keyword to track how competitors price similar products on Tokopedia and adjusts their own pricing strategy.
📦 Discover trending products.
A dropshipper searches for a broad category keyword like 'peralatan dapur' to find high-rated, high-volume products to add to their store.
🏪 Audit seller performance.
A brand protection analyst scrapes listings for their brand name to identify unauthorized resellers and monitor seller ratings across the marketplace.
📊 Build market share reports.
A market researcher collects thousands of listings for a product category to calculate brand share, average price points, and rating distributions in Indonesia.
Why choose this scraper
| What you get | |
|---|---|
| No API key needed | Scrapes public Tokopedia search pages directly, no developer account or OAuth flow. |
| Flat, consistent schema | Every product returns the same fields, so your dataset is clean from the start. |
| Runs at scale | Collect up to a million products per run, limited only by the maxItems you set. |
| Export anywhere | CSV, JSON, Excel, and XML exports fit into any existing pipeline or tool. |
How it compares
This Actor focuses on fast, high-volume keyword search with a flat output schema, while the alternatives offer broader page types or review-specific data.
| Feature | ParseForge | Tokopedia Scraper | $0.9 / 1k | All-In-One | Tokopedia Reviews Scraper ⭐ |
|---|---|---|---|
| Keyword search for products | Yes | Yes | Not listed |
| Merchant page scraping | Not listed | Yes | Not listed |
| Product reviews extraction | Not listed | Not listed | Yes |
| Up to 1,000,000 products per run | Yes | Not listed | Not listed |
| Flat row output per product | Yes | Not listed | Not listed |
Configure the run
Drive the Actor with a product name or keyword, and set a maximum number of products to collect per run. The Input tab lists every parameter.
A first run with the defaults:
{
"query": "sepatu",
"maxItems": 10
}
A larger pull:
{
"query": "sepatu",
"maxItems": 200
}
Pricing
Pay-per-result: $0.0085 per result collected. You pay only for the results written to your dataset.
| Results collected | Approximate cost |
|---|---|
| 100 results | $0.85 |
| 1,000 results | $8.50 |
| 10,000 results | $85.00 |
New Apify accounts start with $5 in free credit.
Free users
Free-plan runs return up to 10 results as a preview. Upgrade your Apify plan to collect up to 1,000,000 results per run.
Run it
- Create a free Apify account with $5 in credit.
- Open the Tokopedia Marketplace Scraper.
- Set your inputs and any filters, then click Start.
- Export the results as CSV, Excel, JSON, or XML from the Dataset tab.
Run it programmatically through the Apify API (run-sync-get-dataset-items) or the ApifyClient for JavaScript and Python.
Use with AI agents (MCP)
Give an AI agent live access to Tokopedia through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:
claude mcp add --transport http apify "https://mcp.apify.com?tools=parseforge/tokopedia-scraper"
Then prompt it in plain language to run the scraper and read back the results.
Troubleshooting
Why am I getting no results?
Check that your keyword is spelled correctly and matches products that exist on Tokopedia. Try a broader or more common term. Also verify that Tokopedia is accessible from your location, as some networks may block the site.
The scraper stopped before reaching my maxItems limit.
This happens when Tokopedia has fewer matching products than your maxItems value. The scraper collects all available results and stops. Try a broader keyword to get more listings.
Some product prices are missing or show as zero.
Some Tokopedia listings display a price range or require a variant selection before showing the final price. The scraper captures the price as shown on the search results page, which may differ from the product detail page.
The run is taking a long time.
Large maxItems values mean more pages to scrape. Tokopedia's response time and Apify's polite crawling pace affect total run time. Reduce maxItems or run the Actor with a more specific keyword to speed things up.
I see a 'blocked' or 'captcha' error.
Apify's platform uses rotating proxies and intelligent request handling to minimize blocks. If you encounter persistent issues, try running the Actor from a different Apify data center region or contact support.
FAQ
| Question | Answer |
|---|---|
| Do I need a Tokopedia account or API key to use this scraper? | No. This Actor reads the public Tokopedia search pages, so you do not need an account, an API key, or any OAuth setup. |
| What data fields does the scraper return for each product? | Each product row includes the title, price, original price if discounted, rating, review count, seller name, seller location, product URL, and image URL. The exact fields are shown in the sample output on the Actor's page. |
| Can I scrape a specific Tokopedia shop or merchant? | This Actor is built for keyword search across the marketplace. To scrape a specific merchant's entire catalog, you would need a different input type. This version focuses on search results. |
| How many products can I scrape in one run? | You can set maxItems up to 1,000,000. The actual number returned depends on how many listings match your keyword on Tokopedia. |
| Can I search in Bahasa Indonesia? | Yes. The query field accepts any language, including Bahasa Indonesia terms like 'sepatu lari' or 'baju muslim'. The scraper sends the keyword exactly as you type it. |
| Does the scraper handle Tokopedia's pagination automatically? | Yes. It navigates through all search result pages automatically until it reaches your maxItems limit or runs out of results. |
| What export formats are supported? | You can export your dataset as CSV, JSON, Excel, or XML from the Apify platform after the run completes. |
| How often can I run this scraper? | You can schedule it to run as often as you need using Apify's built-in scheduler, from every minute to once a month. |
| Is this legal to use? | This Actor scrapes publicly available data from Tokopedia. You are responsible for complying with Tokopedia's terms of service and applicable laws in your jurisdiction. |
| Can I filter by price range or minimum rating? | This Actor returns all matching search results. Filtering by price or rating is done after the data is collected, using your own analysis tools on the exported dataset. |
Related actors
Browse the full ParseForge collection for more scrapers.
🆘 Need help? Email parseforge@protonmail.com with your run ID, your input, and what you expected.
⚠️ Disclaimer. This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by PT Tokopedia. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.
Input
| Field | Type | What it does | Default |
|---|---|---|---|
| query | string | Keyword to search Tokopedia for. | sepatu |
| maxItems | integer | How many products to collect per run. | 10 |
Pricing
from $7.50 per 1,000 results
| Charged for | What it is | Price each |
|---|---|---|
| result | Single result in the default dataset. | $0.0075 to $0.0085 |
Tiered: the lower figure is the price on a higher Apify plan. Billing and the free credit live on Apify.
API
One POST returns the dataset directly. Same shape for every scraper in the library, so swapping the slug is the only change.
curl -X POST "https://api.apify.com/v2/acts/parseforge~tokopedia-scraper/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
-H "Content-Type: application/json" \
-d '{
"helloWorld": 123
}' Examples
Input that runs as-is.
{
"helloWorld": 123
} Reviews
No reviews yet. Be the first.
Issues
We build and maintain this scraper, so a problem with it comes to us. Report it on the Apify listing and the thread stays attached to the scraper where the next person can find it: open an issue.
Broken and urgent, or you would rather not post in public? Write to parseforge@protonmail.com and it reaches the people who wrote it.