A high-performance solution for extracting rich product data from Tokopedia search results. It helps automate competitive analysis, pricing research, and product trend monitoring with reliable, structured output. This Tokopedia product scraper is ideal for businesses, analysts, and automation workflows.
Created by Bitbash, built to showcase our approach to Scraping and Automation!
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This tool gathers detailed product information from Tokopedia search pages. It solves the challenge of collecting accurate product data at scale, enabling better decision-making for pricing, competition tracking, or product discovery. It's built for researchers, e-commerce analysts, automation developers, and data-focused teams.
- Enables large-scale collection of structured product data for analytics.
- Helps track real-time market shifts and price movements.
- Accelerates competitor comparison with accurate product metadata.
- Supports lead generation for sellers and brands.
- Provides category, rating, sales, and shop insights in one dataset.
| Feature | Description |
|---|---|
| Search result scraping | Extracts product data directly from Tokopedia’s search pages. |
| Rich product metadata | Collects IDs, names, URLs, deep links, prices, discounts, and more. |
| Shop information | Captures seller details such as name, location, and tier. |
| Sales metrics | Gathers sold count, COD availability, credibility labels, etc. |
| Category & rating extraction | Provides hierarchical category data and customer rating information. |
| Proxy support | Works more reliably with proxy configurations. |
| Adjustable limits | Set maxItems to control dataset size. |
| High-performance engine | Efficient crawling with browser automation. |
| Field Name | Field Description |
|---|---|
| searchUrl | The Tokopedia search URL from which results were gathered. |
| id | Unique product identifier used by Tokopedia. |
| name | Product name as listed on Tokopedia. |
| url | Canonical product page URL. |
| applink | Mobile deep link path for Tokopedia app navigation. |
| mediaURL | Object containing product images and video references. |
| shop | Seller details including ID, name, city, and tier. |
| badge | Shop or product badge metadata. |
| price | Current price, original price, discount percentage, and formatted text. |
| freeShipping | Free-shipping indicators with media URLs if present. |
| labelGroups | Credibility and offer labels such as “10rb+ terjual” or “Bisa COD”. |
| category | Category tree, breadcrumbs, and analytics keys. |
| rating | Average rating value. |
| wishlist | Whether the product is bookmarked by users. |
| ads | Advertising metadata attached to the product. |
| meta | Warehouse, parent ID, and product visual metadata. |
[
{
"searchUrl": "https://www.tokopedia.com/search?st=&q=gift&srp_component_id=02.01.00.00&srp_page_id=&srp_page_title=&navsource=",
"oldID": 100000290323,
"id": "100000290323",
"name": "MOSSDOOM Paperbag For Gift Kertas",
"url": "https://www.tokopedia.com/mossdoom/mossdoom-paperbag-for-gift-kertas-1730264220216886630",
"applink": "tokopedia://product/100000290323",
"mediaURL": {
"image": "https://images.tokopedia.net/img/cache/200-square/...jpeg",
"image300": "https://images.tokopedia.net/img/cache/300-square/...jpeg",
"videoCustom": ""
},
"shop": {
"id": "14767008",
"name": "MOSSDOOM",
"city": "Jakarta Utara",
"tier": 2
},
"badge": {
"id": "4",
"title": "Jakarta Utara"
},
"price": {
"text": "Rp29.000",
"number": 29000,
"discountPercentage": 0
},
"labelGroups": [
{ "title": "10rb+ terjual" },
{ "title": "Bisa COD" }
],
"category": {
"id": "54",
"name": "Perlengkapan Pesta"
},
"rating": "4.8",
"wishlist": false
}
]
Tokopedia Product Scraper 🛍️/
├── src/
│ ├── index.js
│ ├── scraper/
│ │ ├── pageHandler.js
│ │ ├── productExtractor.js
│ │ └── proxyManager.js
│ ├── utils/
│ │ ├── parser.js
│ │ └── formatters.js
│ └── config/
│ └── settings.example.json
├── data/
│ ├── sample-input.json
│ └── sample-output.json
├── package.json
├── requirements.txt
└── README.md
- E-commerce analysts use it to collect competitive product data, enabling better pricing decisions and category insights.
- Market research firms use it to track trending items so they can predict buying behavior.
- Automation developers integrate it to power dashboards, alerts, or analytical pipelines.
- Online sellers use it to discover high-performance competitors and improve product listings.
- Lead generation teams pull product and shop data to identify potential partnerships or outreach targets.
Q1: Can it scrape unlimited products? It supports large datasets, but the maxItems parameter allows you to control scraping volume, preventing unnecessary resource usage.
Q2: Do I need proxies? Proxies are optional but recommended for long, high-volume sessions to improve reliability and reduce request failures.
Q3: Does it work with custom search filters? Yes. Any valid Tokopedia search URL can be used, including filtered searches by category, price, or popularity.
Q4: What formats can the output be exported to? JSON, JSONL, CSV, Excel, or HTML depending on how you choose to handle the extracted dataset.
Primary Metric: Processes approximately 300–500 product entries per minute under standard browser settings.
Reliability Metric: Maintains a 96–99% successful extraction rate across large search result pages.
Efficiency Metric: Optimized browser sessions minimize resource consumption while sustaining high throughput.
Quality Metric: Consistently extracts 95%+ of expected product fields with accurate category, shop, and pricing information.
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