# Shopee Product Scraper (`sian.agency/shopee-product-scraper`) Actor

Scrape Shopee products, prices, SKU variants, shops and reviews across Taiwan, Indonesia and Thailand. Keyword-search the marketplace, pull full product detail with stock and discounts, extract buyer reviews, and profile any seller. Clean JSON for price monitoring and market research.

- **URL**: https://apify.com/sian.agency/shopee-product-scraper.md
- **Developed by:** [SIÁN OÜ](https://apify.com/sian.agency) (community)
- **Categories:** E-commerce, Business
- **Stats:** 4 total users, 2 monthly users, 100.0% runs succeeded, 1 bookmarks
- **User rating**: No ratings yet

## Pricing

from $4.40 / 1,000 found products

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## Shopee Scraper — Product, Price, SKU & Review Data 🛒

Extract Shopee marketplace data at scale: **products, live prices, SKU variants, seller profiles and buyer reviews**. Export it as clean JSON, CSV or Excel. No browser, no proxies, no anti-bot fights.

#### 🎉 Six Shopee scrapers in one actor: search a keyword, drill into any product, or profile any seller

***

### 📋 Overview

Shopee is Southeast Asia's largest marketplace, and its product pages are notoriously hard to extract at scale. This actor gives you structured Shopee data from one simple input. Pick an operation, paste a URL or keyword, and get flat rows ready for a spreadsheet or a database.

**Supported marketplaces:** 🇹🇼 Taiwan (`shopee.tw`) · 🇮🇩 Indonesia (`shopee.co.id`) · 🇹🇭 Thailand (`shopee.co.th`)

Paste a full Shopee URL and the marketplace is detected automatically.

***

### ✨ Features

| Operation | What you get | Typical rows |
|---|---|---|
| 🔍 **Product Search** | Every product Shopee returns for a keyword: title, price, currency, sold count, shop ID, image | ~20 per keyword |
| 📦 **Product Detail** | Full product record: current & original price, discount %, sales, stock, and the complete SKU variant matrix | 1 per product |
| ⭐ **Product Reviews** | Buyer reviews with star rating, review text, the exact variant bought, and quality/service/delivery sub-scores | up to 2,000 |
| 🏬 **Shop Profile** | Seller profile: follower count, rating, listing count, official-shop & preferred-seller badges, response rate | 1 per shop |
| 🛍️ **Shop Products** | The products shown on a seller's shop page | varies by shop |
| 💬 **Shop Reviews** | Buyer reviews across a seller's whole storefront | up to 2,000 |

**Also included**

- 🧬 **Full variant breakdown**: every dimension, option combination and model, each with its own price, original price and promotion
- 📉 **Real discount data**: current price vs original list price with the discount percentage
- 🧭 **Honest coverage flags**: every product row carries a `coverage` block telling you exactly which sections hold real data
- 🌏 **Auto marketplace detection** from any pasted Shopee URL
- 📊 **HTML run report** saved on every run, even if the run fails
- 🔁 **Automatic retries** with backoff when the marketplace is briefly slow

***

### 🎬 Quick Start

Search Taiwan for wireless earphones:

```json
{
  "operation": "search",
  "site": "TW",
  "keyword": "耳機"
}
```

Get the full record for one product:

```json
{
  "operation": "productDetail",
  "productUrl": "https://shopee.tw/AirPro3-i.598490793.57509316914",
  "includeSkuMatrix": true
}
```

***

### 🚀 Getting Started (3 Simple Steps)

#### Step 1: Choose an operation

Pick one of the six operations from the dropdown. Each run does one job.

#### Step 2: Provide your input

- **Product Search** → a keyword (or a list of keywords)
- **Product Detail / Product Reviews** → a Shopee **product URL**
- **Shop Profile / Shop Products / Shop Reviews** → a Shopee **shop URL** or username

#### Step 3: Run and export

Open the **Storage** tab and export to CSV, JSON or Excel, or pull it straight from the API.

***

### 📥 Input Configuration

| Field | Type | Used by | Description |
|---|---|---|---|
| `operation` | select | all | Which of the six scrapers to run |
| `site` | select | all | `TW`, `ID` or `TH`. Overridden by a pasted URL's own marketplace |
| `keyword` / `keywords` | string / array | Search | One keyword, or many for bulk runs |
| `productUrl` / `productUrls` | string / array | Product Detail, Product Reviews | Shopee product URL(s) |
| `shopUrl` / `shopUrls` | string / array | Shop operations | Shopee shop URL(s) or username(s) |
| `maxReviews` | integer | Review operations | Reviews to collect per target (default 50) |
| `ratingFilter` | select | Review operations | Only collect reviews with this star rating; 0 = all |
| `reviewDetail` | select | Shop Reviews | `standard` or `rich` (fuller review source) |
| `detailVersion` | select | Product Detail | `Standard`, or `Alternate source` if Standard returns nothing |
| `includeSkuMatrix` | boolean | Product Detail | Add the full variant option matrix |
| `includeSkuModels` | boolean | Product Detail | Add observed per-model variant data |
| `includeSnapshot` | boolean | Product Detail | Add the listing-page display snapshot |
| `includeInstallments` | boolean | Product Detail | Add installment plans (🇹🇼 Taiwan & 🇮🇩 Indonesia only) |
| `includeReviewModels` | boolean | Product Detail | Add review distribution across variants |
| `includeReviewTags` | boolean | Product Detail | Add the review tag summary |
| `includeShopSeo` | boolean | Shop Profile | Add the public shop rating summary |
| `includeShopCategories` | boolean | Shop Profile | Add the seller's own category structure |
| `includeFacets` | boolean | Search | Add brand & category facets for the keyword |

**A note on the `include*` options:** each one fetches an extra piece of data and is billed as one additional enrichment. They are all **off by default**, so a plain run never costs more than you expect.

#### Accepted URL formats

```
https://shopee.tw/Any-Product-Name-i.598490793.57509316914   ← product (recommended)
598490793.57509316914                                        ← shopId.itemId
https://shopee.tw/xiaomi.tw                                  ← shop by username
https://shopee.tw/shop/15199365                              ← shop by ID
```

> 💡 **Always paste the full product URL** for reviews and variant data. It carries the shop ID those operations need.

***

### 📤 Output

One flat row per item. Example product row (trimmed):

```json
{
  "_rowType": "product",
  "market": "Taiwan",
  "itemId": 57509316914,
  "shopId": 598490793,
  "productName": "AirPro3 無線藍芽耳機 降噪耳機",
  "productUrl": "https://shopee.tw/product-i.598490793.57509316914",
  "currency": "TWD",
  "price": 599,
  "originalPrice": 1290,
  "discountPercent": 52,
  "salesHistorical": 4000,
  "salesDisplay": "4000+",
  "stockQuantity": 1,
  "inStock": true,
  "skuCombinationCount": 1,
  "skuModels": [{ "model_id": 430824392138, "price": 599, "original_price": 1290 }],
  "coverage": { "basic": true, "price": true, "sales": true, "stock": true, "sku": true, "reviews": false },
  "updatedAt": "2026-08-13T00:54:25+08:00"
}
```

Example review row (trimmed):

```json
{
  "_rowType": "productReview",
  "reviewId": 107080612947,
  "ratingStar": 5,
  "comment": "很好用，音質不錯",
  "modelName": "【Pro3頂配版】原版主動降噪",
  "ratingQuality": 5,
  "ratingSellerService": 5,
  "ratingDeliveryService": 5,
  "createdAt": "2026-08-12T22:38:58.000Z"
}
```

Every row also carries `_operation`, `_rowType`, `status` and `_fetchedAt`. Rows that failed carry `status: "error"` and a plain-English `errorMessage`, so a partial run is still easy to read.

#### Reading the `coverage` block

Product rows include upstream's own per-section validity flags. `"reviews": false` means the review section genuinely held no data for that product, not that the scraper missed it. Use it to filter confidently instead of guessing at empty fields.

***

### 💼 Use Cases & Examples

#### 1. Competitor Price Monitoring

Schedule Product Detail across a list of competitor URLs and track `price`, `originalPrice` and `discountPercent` daily to catch flash sales and undercutting the moment they go live.

#### 2. Product & Category Research

Run Product Search across a set of keywords to map an entire category: prices, sold counts and which sellers dominate, all before you commit to stocking anything.

#### 3. Review Mining & Voice of Customer

Pull reviews with `modelName` attached, so you learn which *specific variant* disappoints buyers, and split the blame between product quality, seller service and delivery.

#### 4. Seller & Supplier Vetting

Profile a seller before partnering: follower count, rating stars, official-shop status, verification badges and response rate in one row.

#### 5. SKU & Assortment Analysis

Use the variant matrix to see how sellers structure bundles and which models carry the real inventory and the real discounts.

***

### 🔗 Integration Examples

#### JavaScript / Node.js

```javascript
import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });

const run = await client.actor('sian.agency/shopee-product-scraper').call({
    operation: 'search',
    site: 'TW',
    keyword: '耳機',
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);
```

#### Python

```python
from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")

run = client.actor("sian.agency/shopee-product-scraper").call(run_input={
    "operation": "productDetail",
    "productUrl": "https://shopee.tw/AirPro3-i.598490793.57509316914",
    "includeSkuMatrix": True,
})

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["productName"], item["price"], item["discountPercent"])
```

#### cURL

```bash
curl -X POST "https://api.apify.com/v2/acts/sian.agency~shopee-product-scraper/runs?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"operation":"shopProfile","shopUrl":"https://shopee.tw/xiaomi.tw"}'
```

#### Automation Workflows

Trigger the actor on a schedule from Make, Zapier or any workflow tool, and push rows straight into Google Sheets, Airtable, Slack or your warehouse. No code required.

***

### 📊 Performance & Pricing

Charged **per successful result**. Errors are never billed, and invalid input is rejected before anything is charged.

#### FREE Tier (Try It Now)

- Up to **25 rows per run** so you can evaluate the data shape
- All six operations available
- No credit card required

#### PAID Tier (Production Ready)

- **Unlimited rows** per run
- Bulk inputs: many keywords, products or shops in a single run
- Reviews paginated up to 2,000 per target

Typical speed is roughly 1.5–4 seconds per upstream lookup; a 20-result keyword search finishes in a few seconds.

***

### ❓ Frequently Asked Questions

**Which Shopee marketplaces are supported?**
Taiwan, Indonesia and Thailand. Singapore, Malaysia, the Philippines, Vietnam and Brazil are **not** available in this actor. If you need them, open an issue and we'll track the demand.

**Does "Shop Products" return the seller's entire catalogue?**
No, and the actor says so in the data. That operation returns the products shown on the shop's page, and each row carries `completeShopCatalog: false` to make that explicit. For broader coverage of a seller's range, use **Product Search** and filter by `shopId`.

**Why did Product Reviews return an error asking for the full URL?**
Reviews are keyed by shop **and** item. A bare item ID isn't enough, so paste the full product URL, which contains both.

**What if Product Detail returns nothing for a product?**
Switch `detailVersion` to **Alternate source**. It's a separately sourced feed and often covers products the standard one misses. It requires the full product URL.

**Are prices in local currency?**
Yes. `currency` tells you which (TWD, IDR, THB), and no conversion is applied.

**Can I filter reviews by star rating?**
Yes, use `ratingFilter`. Set it to 1 to mine complaints, or 5 for testimonials.

***

### 🐛 Troubleshooting

| Problem | Fix |
|---|---|
| "Data source temporarily unavailable" | The marketplace was briefly slow. The actor already retried 5 times with backoff, so just re-run. |
| "Product not found" | The listing was removed, or it doesn't exist in the marketplace you selected. Check `site`. |
| "No valid product targets" | The URL wasn't recognised. Use a full Shopee product URL containing `-i.<shopId>.<itemId>`. |
| Reviews stop early | Shopee's review pagination isn't strictly ordered; the actor stops when a page returns nothing new, which is the correct end of the list. |
| Empty `installments` | Installment data covers Taiwan and Indonesia only. |
| Only 25 rows returned | You're on the FREE tier. Add billing in Apify Console to lift the cap. |

***

### ⚠️ Trademark Disclaimer

This is an independent tool and is **not** affiliated with, endorsed by, or sponsored by Shopee or Sea Limited. Shopee® is a registered trademark of Sea Limited and appears here under nominative fair use purely to describe what this tool does.

***

### ⚖️ Is it legal to scrape data?

Scraping publicly available information is legal in most jurisdictions. This actor only ever touches what any visitor can see without logging in: public product listings, prices and published reviews. It collects no personal data beyond the usernames Shopee itself shows publicly on reviews, which Shopee already masks.

You remain responsible for how you use the data. If you plan to process personal data, make sure you have a lawful basis under GDPR or your local equivalent. When in doubt, talk to a lawyer.

***

### 🤝 Support

- 🐛 **Found a bug?** Report it via the **Issues** tab in Apify Console
- 💡 **Need a marketplace or field we don't cover?** Tell us. Feature requests shape the roadmap
- ⭐ **Getting value out of it?** A 5-star rating genuinely helps

**More automation tools by SIÁN Agency:** [apify.com/sian.agency](https://apify.com/sian.agency?fpr=sian)

# Actor input Schema

## `operation` (type: `string`):

Pick one operation per run. Product Search finds products by keyword; Product Detail and Product Reviews take product URLs; the Shop operations take a shop URL or username.

## `site` (type: `string`):

Which Shopee marketplace to scrape. Taiwan, Indonesia and Thailand are supported. If you paste a full Shopee URL, the marketplace is detected from it automatically.

## `keyword` (type: `string`):

A single product search keyword. Used by Product Search.

## `keywords` (type: `array`):

Several keywords to search in one run - one row per product found.

## `includeFacets` (type: `boolean`):

Also return the brand and category facets Shopee shows for the keyword. Adds one extra billed enrichment per keyword.

## `productUrl` (type: `string`):

A Shopee product URL, e.g. https://shopee.tw/Some-Product-i.598490793.57509316914 . A bare 'shopId.itemId' pair also works. Used by Product Detail and Product Reviews.

## `productUrls` (type: `array`):

Several Shopee product URLs to process in one run.

## `detailVersion` (type: `string`):

Standard covers most products. Alternate is a separately-sourced feed - try it if Standard returns no data for a product. Alternate requires the full product URL.

## `includeSkuMatrix` (type: `boolean`):

Add the full variant matrix (every dimension and option combination). One extra billed enrichment per product.

## `includeSkuModels` (type: `boolean`):

Add observed per-model data for the product's variants. One extra billed enrichment per product.

## `includeSnapshot` (type: `boolean`):

Add the product's display snapshot as shown on the listing page. One extra billed enrichment per product.

## `includeInstallments` (type: `boolean`):

Add installment and payment-plan information. Available for Taiwan and Indonesia only. One extra billed enrichment per product.

## `includeReviewModels` (type: `boolean`):

Add how reviews are distributed across the product's SKU models. One extra billed enrichment per product.

## `includeReviewTags` (type: `boolean`):

Add the review tag summary Shopee shows above the review list. One extra billed enrichment per product.

## `shopUrl` (type: `string`):

A Shopee shop URL, e.g. https://shopee.tw/xiaomi.tw - or just the username. Used by the Shop operations.

## `shopUrls` (type: `array`):

Several Shopee shop URLs or usernames to process in one run.

## `includeShopSeo` (type: `boolean`):

Add the shop's public rating and listing summary. One extra billed enrichment per shop.

## `includeShopCategories` (type: `boolean`):

Add the seller's own category structure. One extra billed enrichment per shop.

## `maxReviews` (type: `integer`):

How many reviews to collect per product or shop. Each review is one billed row.

## `ratingFilter` (type: `string`):

Only collect reviews with this star rating. All ratings returns everything.

## `reviewDetail` (type: `string`):

Standard is the normal shop review feed. Enriched uses a fuller review source. Applies to Shop Reviews only.

## Actor input object example

```json
{
  "operation": "search",
  "site": "TW",
  "keyword": "earphones",
  "includeFacets": false,
  "productUrl": "https://shopee.tw/product-i.598490793.57509316914",
  "detailVersion": "v1",
  "includeSkuMatrix": false,
  "includeSkuModels": false,
  "includeSnapshot": false,
  "includeInstallments": false,
  "includeReviewModels": false,
  "includeReviewTags": false,
  "shopUrl": "https://shopee.tw/xiaomi.tw",
  "includeShopSeo": false,
  "includeShopCategories": false,
  "maxReviews": 50,
  "ratingFilter": "0",
  "reviewDetail": "standard"
}
```

# Actor output Schema

## `output` (type: `string`):

Shopee products, prices, SKU variant matrices, seller profiles and buyer reviews — one flat row per item with curated camelCase fields (productName, price, originalPrice, discountPercent, salesHistorical, stockQuantity, skuModels, ratingStar, comment, shopName, followerCount, …) plus a `coverage` block showing which sections carry real data.

## `report` (type: `string`):

HTML report with run status, success/error row counts, success rate, targets processed, duration, and the inputs used — written even on fatal crash.

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "operation": "search",
    "site": "TW",
    "keyword": "iphone",
    "maxReviews": 50
};

// Run the Actor and wait for it to finish
const run = await client.actor("sian.agency/shopee-product-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "operation": "search",
    "site": "TW",
    "keyword": "iphone",
    "maxReviews": 50,
}

# Run the Actor and wait for it to finish
run = client.actor("sian.agency/shopee-product-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "operation": "search",
  "site": "TW",
  "keyword": "iphone",
  "maxReviews": 50
}' |
apify call sian.agency/shopee-product-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,sian.agency/shopee-product-scraper"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/JfKLhyb7ONei6Cwl4/builds/oE36jLyltqOwEcH02/openapi.json