Tokopedia Scraper

Scrape Tokopedia — Indonesia's largest marketplace — for product detail, category listings, and shop catalogs. Paste any Tokopedia product, category, or shop URL and get clean, structured JSON: price, rating, reviews, stock, seller, image, and more. HTTP-only (no browser), no login, no cookies. Built for analysts, sellers, and AI agents.

What it does

Give the actor one or more Tokopedia URLs. It auto-detects the page type and returns one flat record per product:

URL you paste	Mode	What you get
https://www.tokopedia.com/{shop}/{product-slug}	Product detail	Name, price, slash/original price, discount, rating score, total ratings, per-star breakdown, description, image, shop
https://www.tokopedia.com/p/handphone-tablet/handphone	Category listing	Up to ~80 product cards per page (auto-paginated): name, price, rating, reviews, stock, badges, image, shop
https://www.tokopedia.com/{shop} or .../{shop}/product	Shop catalog	The shop's products (auto-paginated): name, price, rating, reviews, image

When to use it

• Price & competitor monitoring — track competitor SKUs, prices, and stock on Tokopedia.
• Catalog research — pull an entire category or a competitor's shop catalog.
• Market research — rating, review counts, and badges across a category.
• AI agents — a single URL in, structured JSON out. MCP-ready.

Not for free-text keyword search. Tokopedia loads /search?q=... results from a bot-protected internal API that this HTTP-only actor cannot reach. Browse by category (/p/...) or shop instead — those pages are server-rendered and fully scrapable. Passing a /search?q= URL is skipped with a clear message.

Output sample

{
  "type": "listing",
  "productId": "102798088938",
  "name": "OPPO RENO 15 5G (8/256 GB, 12/256 GB) Garansi Resmi",
  "url": "https://www.tokopedia.com/cellsius/oppo-reno-15-5g-8-256-gb-12-256-gb-garansi-resmi-1733884686684424021",
  "price": "Rp9.299.000",
  "priceInt": 9299000,
  "rating": 5,
  "reviewCount": 1,
  "stock": 30,
  "categoryBreadcrumbs": "Handphone & Tablet/Handphone/Android OS",
  "badges": ["Mall"],
  "imageUrl": "https://images.tokopedia.net/...",
  "shopName": "cellsius",
  "shopUrl": "https://www.tokopedia.com/cellsius",
  "sourceUrl": "https://www.tokopedia.com/p/handphone-tablet/handphone",
  "scrapedAt": "2026-06-21T00:00:00.000Z"
}

Product-detail records add slashPrice, discountPercentage, ratingScore, ratingCount, ratingBreakdown, and description.

Pricing

This actor is pay-per-event. You are billed only for what you get:

Event	Price	When
Actor start	$0.00005	Once per run (scaled by memory)
Listing product	$0.003	Each product from a category or shop page
Product detail	$0.005	Each product from a product-detail (PDP) URL

A 100-product category pull costs about $0.30. The actor enforces your maxResults cap and stops charging once it's reached. Pay-Per-Usage (compute + proxy) is also available for very large jobs.

Input

Field	Type	Default	Description
startUrls	array of strings	— (required)	Tokopedia product, category (/p/...), or shop URLs
maxResults	integer	100	Hard cap on products returned across all URLs
maxPagesPerList	integer	5	Pagination depth per category/shop URL (~80 products/page)
proxyConfiguration	object	Apify datacenter	Proxy; default is sufficient

Example input

{
  "startUrls": [
    "https://www.tokopedia.com/p/handphone-tablet/handphone",
    "https://www.tokopedia.com/cuan-gadgetid/product"
  ],
  "maxResults": 200,
  "maxPagesPerList": 5
}

How it works

Tokopedia protects its edge with TLS/HTTP-2 fingerprinting that blocks ordinary HTTP clients. This actor uses impit Chrome-TLS impersonation to pass that block from a plain datacenter proxy — no headless browser, no residential IPs required — then parses the product data Tokopedia embeds in each server-rendered page (its Apollo window.__cache). That keeps runs fast and cheap while staying reliable.

The actor is resilient by design: it auto-paginates listings, de-duplicates products across pages so you are never charged twice for the same item, retries on transient blocks with a fresh session, fails honestly (a fully blocked run is reported as failed, not a silent empty success), and prints an up-front cost cap.

Use with AI agents (MCP)

This actor is MCP-ready and exposed through the Apify MCP server as apify--tokopedia-scraper. Agents pass a Tokopedia URL and receive flat, token-efficient JSON. Input descriptions are written for routing ("use this when…"), and errors return actionable guidance.

FAQ

Can it search by keyword? No — Tokopedia serves /search?q= from a bot-protected API. Use category (/p/...) or shop URLs, which are server-rendered.

Do I need an Indonesia proxy? No. The default Apify datacenter proxy works; the Chrome-TLS impersonation does the heavy lifting.

Does it need login or cookies? No. It only reads public, server-rendered pages.

What if a product was removed? Dead/removed URLs are skipped with a warning; the run still succeeds for the rest.

How many products per listing page? About 80. Increase maxPagesPerList to go deeper.

Legal & ethical use

This actor collects only publicly available data from Tokopedia pages. You are responsible for complying with Tokopedia's Terms of Service, applicable laws (including Indonesian data-protection law), and for not collecting personal data without a lawful basis. Use the data for legitimate purposes such as price monitoring and market research. This actor is not affiliated with, endorsed by, or sponsored by Tokopedia.

Support

Found a bug or want a new field? Open an issue on the actor's Issues tab.