Tokopedia Scraper

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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:

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:

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

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.