# WooCommerce Reviews Scraper — Product Reviews & Ratings Export (`intelscrape/woocommerce-reviews-scraper`) Actor

WooCommerce Reviews Scraper: export product reviews from any WooCommerce store via its public Store API: rating, text, reviewer, verified-owner flag, date, product, plus a store summary with rating distribution, worst-rated products and negative-review keywords. No API key. Pay per review.

- **URL**: https://apify.com/intelscrape/woocommerce-reviews-scraper.md
- **Developed by:** [IntelScrape](https://apify.com/intelscrape) (community)
- **Categories:** E-commerce, AI
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per event

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

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

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## WooCommerce Reviews Scraper — Product Reviews & Ratings Export

![WooCommerce Reviews Scraper — Product Reviews & Ratings Export](https://api.apify.com/v2/key-value-stores/hRabN9WfDGrT4nSvV/records/woocommerce-reviews-scraper-banner.png)

🇨🇳 **WooCommerce 评论采集器**：通过公开的 Store API 导出任意 WooCommerce 店铺的商品评论：评分、正文、评论者、已验证买家标记、日期和商品，并生成店铺汇总：评分分布、评分最差商品和差评关键词。无需 API 密钥，按评论付费。

🇸🇬 **Pengikis Ulasan WooCommerce**: eksport ulasan produk daripada mana-mana kedai WooCommerce melalui Store API awam: penilaian, teks, pengulas, pemilik disahkan, tarikh dan produk, serta ringkasan kedai dengan taburan penilaian dan kata kunci aduan.

#### 🤖 NEW: Connect This To Your AI!

Use this actor from Claude, ChatGPT, Cursor or any MCP client through the **[IntelScrape MCP Server](https://apify.com/intelscrape/skip--trace)**, or call it directly over the Apify API.

#### 🏆 Featured Bots by IntelScrape

- [Skip Trace Pro](https://apify.com/intelscrape/skip-trace-pro)
- [TruePeopleSearch Scraper](https://apify.com/intelscrape/truepeoplesearch-scraper)
- [TikTok Email Scraper](https://apify.com/intelscrape/tiktok-scraper)
- [Amazon Product Reviews Scraper](https://apify.com/intelscrape/amazon-product-review-scraper)
- [Website Contact Scraper](https://apify.com/intelscrape/contact-info-scraper)
- [Skip Trace MCP Server](https://apify.com/intelscrape/skip--trace)

⚡ Works with n8n, Make, Zapier, Google Sheets and the Apify API.

![price](https://img.shields.io/badge/price-%240.50%20per%201K%20reviews-blue) ![billing](https://img.shields.io/badge/billing-pay%20per%20review-green) ![API key](https://img.shields.io/badge/API%20key-not%20required-brightgreen) ![source](https://img.shields.io/badge/source-Store%20API-orange)

**Bulk WooCommerce product reviews with ratings and verified flags, plus a store-level insight summary for competitor and product research.**

> **Honest coverage & billing:** Stores that disable the Store API or reviews cannot be read. You pay only for results actually delivered, and a built-in cost guard stops the run at your max-charge limit.

🌍 Built for teams in the **US, China and Singapore**, and anyone who needs this data in a spreadsheet or pipeline.

⭐ Found it useful? Please leave a review; it helps others find it.

⚖️ **Lawful business use only.** Collect public data only, and comply with the source site's terms, copyright and data-protection laws (GDPR, CCPA, China PIPL, Singapore PDPA).

*Examples below are illustrative; names and values may be fictional or out of date.*

### What is WooCommerce Reviews Scraper?

Reviews are the most honest product research there is, and every WooCommerce store publishes them through the same public Store API its own product pages use. **WooCommerce Reviews Scraper** exports them in bulk, newest first, with star ratings and verified-owner flags, and adds a store summary that shows the rating distribution, the worst-rated products and the words that keep showing up in one- and two-star reviews.

### What does it do?

- **Any WooCommerce store** with the Store API enabled
- **Review data**: review ID, product ID, name and URL, star rating, review text (clean), reviewer name, verified-owner flag, date (UTC), avatar
- **Filters**: product IDs and a star range (e.g. only 1-2 star complaints)
- **Newest first**, up to 100,000 reviews per store
- **Store summary (on by default)**: average rating, 1-5 star distribution, verified share, negative share, most-reviewed products, worst-rated products, negative and positive keywords

### Why choose us over cheaper scrapers?

- **Honest output**: limits are documented, missing data is labeled, never invented
- **Clean, consistent schema** ready for Excel, Sheets, BI tools or an LLM
- **No account risk**: no logins, no cookies, no API keys
- **Pay per result** with a built-in cost guard; no subscription, failed items are never charged
- **Fast and light**: no residential proxy, so runs finish in seconds and stay cheap
- **Maintained by IntelScrape** and fixed fast when the source changes

### Who is it for?

- **Competitor research**: what customers complain about in rival stores
- **Product development**: mine 1-2 star reviews for fixes and features
- **Dropshipping and sourcing**: avoid products with bad ratings
- **Sentiment analysis and AI training** on clean review text
- **Agencies**: review audits for client stores
- **Social proof**: export your own reviews for ads and landing pages
- **Customer support**: spot recurring problems (updates, refunds, compatibility) before they spread
- **Investors and acquirers**: check review health and trend of a store before a deal

### How to use it

#### In Apify Console (no code)

1. Click **Try for free** / **Start**. The form is prefilled with a working example.
2. Change the inputs (see examples below).
3. Click **Start**, then export the results as **JSON, CSV, Excel, XML or HTML**, or open them in Google Sheets.
4. Optional: **Schedule** the actor to run hourly, daily or weekly.

#### Via API

```bash
curl -X POST "https://api.apify.com/v2/acts/intelscrape~woocommerce-reviews-scraper/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"stores": ["https://woocommerce.com"], "maxReviewsPerStore": 100, "reviewSummary": true}'
```

Or use the official [Apify JavaScript](https://docs.apify.com/api/client/js/) and [Python](https://docs.apify.com/api/client/python/) clients:

```python
from apify_client import ApifyClient
client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("intelscrape/woocommerce-reviews-scraper").call(run_input={"stores": ["https://woocommerce.com"], "maxReviewsPerStore": 100, "reviewSummary": true})
for item in client.dataset(run["default_dataset_id"]).iterate_items():
    print(item)
```

#### With AI agents (MCP)

Add Apify's MCP server (`https://mcp.apify.com`) or the [IntelScrape MCP Server](https://apify.com/intelscrape/skip--trace) to Claude Desktop, Cursor, ChatGPT or any MCP client, then ask in plain language, e.g. *"Run intelscrape/woocommerce-reviews-scraper with the default input and summarise the results."*

### Input examples

**Latest 100 reviews with summary (default)**

```json
{
  "stores": ["https://woocommerce.com"],
  "maxReviewsPerStore": 100,
  "reviewSummary": true
}
```

**Only complaints for two products**

```json
{
  "stores": ["https://example-store.com"],
  "productIds": ["123", "456"],
  "minRating": 1,
  "maxRating": 2
}
```

### Output fields

| Field | Description |
|---|---|
| `store / reviewId / productId / productName / productUrl` | Identity |
| `rating / text / reviewer / verifiedOwner / date / reviewerAvatar` | Review |
| `type = review-summary rows` | reviewsAnalyzed, storeTotalReviews, avgRating, ratingDistribution, verifiedShare, negativeShare, topProducts, worstRatedProducts, negativeKeywords, positiveKeywords |

#### Sample output

```json
{
  "store": "https://woocommerce.com",
  "productName": "WooCommerce Deposits",
  "rating": 4,
  "reviewer": "ryanolton",
  "verifiedOwner": true,
  "text": "Great plugin BUT considerably overpriced. ...",
  "date": "2026-10-22T01:17:48Z"
}
```

### Pricing (pay per event)

| Event | When it is charged | Price |
|---|---|---|
| **Actor start** | once per run | $0.005 |
| **Review** | per review row | $0.0005 |
| **Review summary** | per store summary row (on by default; turn off to skip) | $0.004 |

#### Cost examples

| Run | Cost |
|---|---|
| Default run: 100 reviews + summary | $0.059 |
| 10 stores × 1,000 reviews + summaries | $5.045 |
| Weekly 200 newest reviews | $0.109 |

Platform usage is included in these prices. Set **Max charge per run** in the run options to cap spend; the actor stops cleanly when the limit is reached and keeps everything collected so far.

### Tips for best results

- Use minRating 1 and maxRating 2 for a cheap complaints-only export.
- Get product IDs from our WooCommerce Scraper to focus on specific products.
- Schedule weekly to track rating trends.
- Feed review text to an LLM for themes; the summary keywords give a quick first pass.

### FAQ

#### Which stores work?

Any WooCommerce store whose Store API is reachable (the default on modern WooCommerce).

#### Are reviewer emails included?

No, the public API does not expose them.

#### Why do some stores return nothing?

Reviews may be disabled, or the store blocks the Store API; those stores are not charged.

#### Is the date in UTC?

Yes.

#### Does it work for Shopify?

No, Shopify uses different review apps.

#### Can I monitor new reviews only?

Yes. Reviews come newest first; schedule a small maxReviewsPerStore (e.g. 50) daily and de-duplicate on reviewId in your sheet or database.

#### How is the negative keyword list built?

Every word of three or more letters in 1-2 star reviews is counted once per review, common stop words are removed, and the 15 most frequent are listed with the number of reviews that contain them.

#### Can I export reviews of my own store for marketing?

Yes. Filter to 4-5 stars and verified owners to collect authentic testimonials, and ask customers before quoting them by name.

#### Do I need a key?

No.

### Honest limits

- Stores that disable the Store API or reviews cannot be read.
- Review replies by the store are not included.
- Photos attached to reviews are not exported.
- Keyword summary is simple frequency analysis, not full sentiment AI.

### Related IntelScrape bots

- [WooCommerce Scraper](https://apify.com/intelscrape/woocommerce-products-scraper): products & prices from any WooCommerce store
- [Tech Stack Detector](https://apify.com/intelscrape/tech-stack-detector): CMS, analytics & frameworks per domain
- [Brand Mentions Monitor](https://apify.com/intelscrape/brand-mentions-monitor): mentions from news, HN & Bluesky
- [Website Contact Scraper](https://apify.com/intelscrape/contact-info-scraper): emails, phones & socials from sites
- [Open Graph Scraper](https://apify.com/intelscrape/open-graph-scraper): link previews & meta tags
- [Skip Trace MCP Server](https://apify.com/intelscrape/skip--trace): IntelScrape tools for AI agents

### Legal

This actor collects publicly available data only. You are responsible for using the results lawfully and in line with the source's terms and applicable privacy laws (GDPR, CCPA, PIPL, PDPA). Process personal data only with a legitimate purpose. IntelScrape is not affiliated with, endorsed by or sponsored by the data source; all trademarks belong to their owners.

# Actor input Schema

## `stores` (type: `array`):

Store homepages or domains, one per line.

## `productIds` (type: `array`):

Only reviews of these product IDs (find them with our WooCommerce Scraper).

## `maxReviewsPerStore` (type: `integer`):

Newest first.

## `minRating` (type: `integer`):

e.g. 1 with max 2 = only negative reviews.

## `maxRating` (type: `integer`):

Upper star limit.

## `reviewSummary` (type: `boolean`):

Add one summary row per store: average rating, distribution, verified and negative share, top and worst-rated products, negative and positive keywords. Charged per store.

## `proxyConfiguration` (type: `object`):

Not needed normally. The actor switches to Apify Proxy automatically if the source starts rate-limiting.

## Actor input object example

```json
{
  "stores": [
    "https://woocommerce.com"
  ],
  "productIds": [],
  "maxReviewsPerStore": 100,
  "minRating": 1,
  "maxRating": 5,
  "reviewSummary": true,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# 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 = {
    "stores": [
        "https://woocommerce.com"
    ],
    "reviewSummary": true
};

// Run the Actor and wait for it to finish
const run = await client.actor("intelscrape/woocommerce-reviews-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 = {
    "stores": ["https://woocommerce.com"],
    "reviewSummary": True,
}

# Run the Actor and wait for it to finish
run = client.actor("intelscrape/woocommerce-reviews-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 '{
  "stores": [
    "https://woocommerce.com"
  ],
  "reviewSummary": true
}' |
apify call intelscrape/woocommerce-reviews-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,intelscrape/woocommerce-reviews-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/IBiThZ9lvUjpnQPXQ/builds/95jON4zrzcd3ZJkZS/openapi.json