Tokopedia Product, Search & Shop Intelligence Scraper

A high-performance, HTTP-only Apify Actor for scraping Tokopedia (Indonesia) — the leading e-commerce marketplace in Southeast Asia.

Extract comprehensive product listings, real-time pricing, historical sales counts (terjual), discount rates, merchant profiles (followers, lifetime items sold, transaction success, join dates), and category hierarchies with zero headless browser overhead.

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⚡ Why Choose This Scraper?

• Ultra-Fast & HTTP-Only: Powered by native TLS-impersonated asynchronous HTTP requests (curl_cffi). Up to 10x faster and 95% cheaper than Playwright or Puppeteer browser scrapers.
• Search & Market Intelligence: Monitor top-selling products across all Indonesian market niches with smart sorting by Best Selling, Relevance, Rating, and Price.
• Shop & Seller Intelligence: Scrape entire merchant catalogs while capturing deep store metrics, including Follower count, Lifetime sold items, Successful transactions, and Official Store badges.
• Accurate Sales Velocity: Captures real sales volume (e.g. 500+ terjual, 10rb+ terjual), net pricing, original strike-through prices, and discount percentages.
• Zero Login Required: Collects public e-commerce data with no account credentials or session tokens needed.

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📋 Input Configuration

Parameter	Type	Required	Default	Description
searchKeywords	Array of Strings	Optional	["laptop gaming"]	List of search queries or product keywords (e.g. laptop gaming, sepatu running, kopi arabika).
shopUrls	Array of Strings	Optional	[]	List of seller URLs or store slugs (e.g. https://www.tokopedia.com/asus-id or asus-id).
productUrls	Array of Strings	Optional	[]	List of direct product URLs for detailed PDP extraction.
sortBy	String	Optional	"best_selling"	Sort mode: best_selling, relevance, highest_rating, lowest_price, highest_price, newest.
maxItems	Integer	Optional	50	Maximum number of products to extract across all queries.
proxyConfiguration	Object	Optional	{ "useApifyProxy": false }	Apify Proxy configuration (Residential proxy recommended for large-scale enterprise scraping).

Example Input JSON

{
  "searchKeywords": ["laptop gaming", "mechanical keyboard"],
  "sortBy": "best_selling",
  "maxItems": 100,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "ID"
  }
}

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📦 Output Dataset Schema

Each product record pushed to the Apify dataset contains:

{
  "id": "103997069312",
  "title": "Laptop Gaming Lenovo Legion 5 15ACH6H Ryzen 5 5600H RTX 3050 16GB/512GB",
  "price": 11501000,
  "priceFormatted": "Rp11.501.000",
  "originalPrice": 12500000,
  "originalPriceFormatted": "Rp12.500.000",
  "discountPercentage": 8,
  "currency": "IDR",
  "rating": 4.9,
  "countReview": 48,
  "soldCount": 634,
  "soldCountFormatted": "500+ terjual",
  "condition": "NEW",
  "weight": 8.0,
  "weightUnit": "KILOGRAM",
  "minOrder": 1,
  "url": "https://www.tokopedia.com/ian-gadget--computer/laptop-gaming-lenovo-legion-5...",
  "imageUrl": "https://p16-images-sign-sg.tokopedia-static.net/...",
  "shop": {
    "id": "7494146368320734691",
    "name": "Ian Gadget & Computer",
    "url": "https://www.tokopedia.com/ian-gadget--computer",
    "city": "Semarang",
    "tier": 1,
    "isOfficial": false,
    "isGold": false,
    "followers": 252,
    "totalSold": 48,
    "totalTxSuccess": 47,
    "openSince": "April 2022"
  },
  "category": {
    "id": "297",
    "name": "Komputer & Laptop",
    "breadcrumb": "komputer-laptop/pc-laptop-gaming/laptop-gaming"
  },
  "badges": [
    "Semarang",
    "Beli Lokal",
    "Bisa COD"
  ],
  "isOfficialStore": false,
  "scrapedAt": "2026-10-02T17:51:11.826514+00:00"
}

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💡 Practical Use Cases

1. Market Intelligence & Price Tracking: Track pricing trends, discounts, and demand signals across the Indonesian e-commerce ecosystem.
2. Merchant Sourcing & Benchmarking: Analyze merchant performance, catalog sizes, sales volumes, and customer ratings for supplier discovery.
3. Product Discovery & Dropshipping: Identify emerging high-demand products and fast-moving consumer goods (FMCG).
4. Brand MAP Compliance: Audit pricing and listing authenticity across authorized distributors and third-party resellers.

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💰 Recommended Pricing & Compute Settings

• Memory Allocation: 512 MB (extremely lightweight, no Chromium or heavy browser overhead).
• Recommended Monetization Model:
  • Pay Per Result: $0.001 - $0.0015 per scraped product ($1.00 - $1.50 per 1,000 items).
  • Pay Per Actor Start: $0.002 - $0.005.