Tokopedia Product Scraper

Scrape product listings from Tokopedia.com — Indonesia's #1 e-commerce marketplace with 100M+ monthly visitors. Extract structured product data including prices, ratings, reviews, seller information, discounts, shipping labels, and more.

What is Tokopedia?

Tokopedia is Indonesia's largest online marketplace, recently merged with TikTok Shop Indonesia to form Tokopedia by GoTo. It hosts millions of sellers ranging from small businesses to official brand stores (Samsung, Nike, Apple, Unilever, L'Oréal, etc.). Tokopedia is the go-to platform for price comparison, market research, and e-commerce analytics in Southeast Asia.

Why scrape Tokopedia?

• Market Research: Track pricing trends across millions of Indonesian products
• Competitor Analysis: Monitor competitor pricing, discounts, and seller strategies
• Price Monitoring: Set up automated price tracking for products you sell or buy
• E-commerce Analytics: Analyze ratings, reviews, and sales volume by category
• Lead Generation: Find top-performing sellers and official stores
• Product Sourcing: Discover trending products and supplier pricing
• Academic Research: Study Indonesian e-commerce market dynamics

Features

• Fast HTTP-only scraping — no browser required, 10x cheaper than Puppeteer-based scrapers
• GraphQL API — direct access to Tokopedia's product search API for reliable, structured data
• Parallel processing — scrape multiple queries simultaneously with configurable concurrency
• Smart deduplication — automatically removes duplicate products across queries
• All filters supported — price range, condition (new/used), official store, free shipping, sort order
• Rich data output — 25+ fields per product including seller details, badges, and labels
• Residential proxy support — built-in Apify proxy rotation for reliable scraping
• Auto-retry with backoff — handles rate limits and temporary errors gracefully

Output Data Fields

Field	Example
Product ID	2150845100
Name	Samsung Galaxy S24 Ultra 12/256GB
Price	Rp18.999.000
Price (Number)	18999000
Original Price	Rp21.999.000
Discount %	14
Rating	4.9
Review Count	1250
Sold Count	5rb+ terjual
Category	Handphone & Tablet
Shop Name	Samsung Official Store
Shop City	Jakarta Utara
Official Store	true
Power Merchant	true
Badges	Official Store
Labels	Cashback, Free Shipping

Input Parameters

Parameter	Type	Default	Description
queries	string[]	Required	Search keywords (e.g. ["laptop gaming", "iphone 15"])
maxPages	integer	5	Max pages per query (60 products/page)
maxProductsTotal	integer	0	Global product limit (0 = unlimited)
sortBy	integer	23	Sort: 23=Best Match, 5=Price↑, 6=Price↓, 8=Reviews, 9=Newest, 10=Best Selling
priceMin	integer	0	Min price in IDR
priceMax	integer	0	Max price in IDR
condition	integer	0	0=All, 1=New, 2=Used
officialStore	boolean	false	Official stores only
freeShipping	boolean	false	Free shipping only
maxConcurrency	integer	3	Parallel request count

Example Input

{
    "queries": ["laptop gaming", "samsung galaxy", "sepatu nike"],
    "maxPages": 10,
    "sortBy": 23,
    "priceMin": 100000,
    "priceMax": 50000000,
    "condition": 1,
    "maxConcurrency": 3,
    "proxyConfig": {
        "useApifyProxy": true,
        "apifyProxyGroups": ["RESIDENTIAL"]
    }
}

Cost Estimates

Products	Est. Time	Est. Cost
600	~1 min	~$0.02
6,000	~5 min	~$0.15
60,000	~30 min	~$1.00
600,000	~5 hrs	~$8.00

Popular Search Queries

Electronics: laptop gaming, iphone 15, samsung galaxy, airpods, mechanical keyboard, monitor 4k, webcam, power bank

Fashion: sepatu nike, tas wanita, jam tangan pria, baju gamis, sepatu running, kaos polos, celana jeans

Home: rice cooker, kipas angin, vacuum cleaner, rak buku, lampu LED, kasur springbed

Beauty: skincare korea, serum wajah, parfum pria, sunscreen, lipstik, masker wajah

Automotive: oli motor, helm fullface, dashcam, ban mobil, aki motor

Top Seller Categories

Samsung Official, Xiaomi Official, Apple Premium Reseller, Adidas Official, Nike Official, Unilever Official, L'Oréal Official, Erigo Store, Eiger Adventure, Wardah Official

Tips for Best Results

1. Use Indonesian keywords for better results — Tokopedia is an Indonesian marketplace
2. Combine with filters — use priceMin/priceMax and condition to narrow results
3. Start small — test with 1-2 pages first, then scale up
4. Use residential proxies — Tokopedia uses Cloudflare; residential proxies are strongly recommended
5. Multiple queries — split broad searches into specific keywords for more coverage

FAQ

Q: Do I need special proxies? A: Yes, residential proxies are recommended. Tokopedia uses Cloudflare protection. Use Apify's RESIDENTIAL proxy group.

Q: How many products per page? A: Each page returns up to 60 products. With maxPages=100, that's up to 6,000 products per query.

Q: Can I filter by city/location? A: Not directly via the search API, but you can filter results post-scraping using the shopCity field.

Q: What currency are prices in? A: All prices are in Indonesian Rupiah (IDR). The priceNumber field gives you the raw integer value for easy conversion.

Q: Is this scraper fast? A: Yes — HTTP-only with no browser overhead. Typically 60 products/second with concurrent requests.

Legal Disclaimer

This scraper is provided for educational and research purposes. Users are responsible for ensuring their use complies with Tokopedia's Terms of Service and applicable laws. Always respect rate limits and use responsibly.