# Guardianmy Reviews Spider (`getdataforme/guardianmy-reviews-spider`) Actor

The Guardianmy Reviews Spider scrapes comprehensive product reviews from Guardian Malaysia, extracting ratings, titles, bodies, and metadata for market research and consumer sentiment insights....

- **URL**: https://apify.com/getdataforme/guardianmy-reviews-spider.md
- **Developed by:** [GetDataForMe](https://apify.com/getdataforme) (community)
- **Categories:** E-commerce, Jobs, Real estate
- **Stats:** 3 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: 5.00 out of 5 stars

## Pricing

$10.00 / 1,000 results

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

## Guardianmy Reviews Spider

### Introduction

The Guardianmy Reviews Spider is a powerful Apify Actor designed to scrape product reviews from Guardian Malaysia's e-commerce website. It extracts detailed review data, including ratings, titles, bodies, and metadata, enabling users to gather valuable insights for market research and analysis. This tool streamlines the process of collecting authentic customer feedback, making it easier to understand product performance and consumer sentiment in the Malaysian market.

### Features

- **Comprehensive Review Extraction**: Scrapes full review details such as ratings, titles, bodies, and timestamps from Guardian Malaysia product pages.
- **Structured Data Output**: Provides clean, JSON-formatted data with fields like Product ID, Review ID, Sentiment, and more for easy integration into analytics tools.
- **High Reliability**: Built with robust error handling to ensure consistent data collection even from dynamic web pages.
- **Scalable Performance**: Handles multiple URLs efficiently, supporting batch processing for large-scale scraping tasks.
- **Metadata Enrichment**: Includes additional fields like product segments, brands, countries, and crawled dates for enriched analysis.
- **Customizable Inputs**: Accepts a list of URLs to target specific products, allowing flexible and targeted data extraction.
- **Apify Integration**: Seamlessly runs on the Apify platform with built-in monitoring, logging, and export options.

### Input Parameters

| Parameter | Type   | Required | Description | Example |
|-----------|--------|----------|-------------|---------|
| Urls      | array  | No       | A list of URLs pointing to Guardian Malaysia product pages from which to scrape reviews. Each URL should be a valid product page link. | \["https://www.guardian.com.my/dove-shower-1l-beauty-nour-121068601.html?page=1"] |

### Example Usage

To run the Guardianmy Reviews Spider, provide the input parameters in JSON format. Here's an example:

```json
{
  "Urls": [
    "https://www.guardian.com.my/dove-shower-1l-beauty-nour-121068601.html?page=1"
  ]
}
```

The Actor will process the URLs and output review data in JSON format. An example output for a single review is:

```json
[
  {
    "Product_Id": "121068601",
    "Review_Id": "121068601-rev-1",
    "Rating": 100,
    "Title": "dove-shower-1l-beauty-nour-121068601",
    "Body": "Best!",
    "Sentiment": null,
    "Section": "",
    "Higher_Topic": null,
    "Granular_Topic": null,
    "Source": "Guardian",
    "Full_Review": "Best!",
    "Review_Type": "Product Review",
    "Title_Trans": "",
    "Body_Trans": "Best!",
    "Full_Review_Trans": "Best!",
    "Product_Name_Trans": "dove-shower-1l-beauty-nour-121068601",
    "Product_Segment": "Supplements",
    "Gender": "Unisex",
    "Product_Segment2": "Wellness",
    "Year_Quarter": "2024-Q2",
    "Sub_Brand": null,
    "Format": null,
    "Country": "Malaysia",
    "Date": "06-04-2024",
    "Product_Name": "dove-shower-1l-beauty-nour-121068601",
    "Brand": null,
    "URL": "https://www.guardian.com.my/dove-shower-1l-beauty-nour-121068601.html?page=1",
    "Crawled_Date": "01-14-2026"
  }
]
```

### Use Cases

- **Market Research and Analysis**: Collect customer reviews to analyze trends in product popularity and consumer preferences in Malaysia.
- **Competitive Intelligence**: Monitor competitor products on Guardian Malaysia to benchmark performance and identify strengths/weaknesses.
- **Price Monitoring**: Track review sentiments alongside product details for pricing strategy insights.
- **Content Aggregation**: Aggregate reviews for content creation, such as blog posts or social media campaigns.
- **Academic Research**: Gather data for studies on consumer behavior in e-commerce within Southeast Asia.
- **Business Automation**: Automate review collection for dashboards or reports in retail analytics workflows.

### Installation and Usage

1. Search for "Guardianmy Reviews Spider" in the Apify Store.
2. Click "Try for free" or "Run".
3. Configure input parameters (e.g., list of URLs).
4. Click "Start" to begin extraction.
5. Monitor progress in the log.
6. Export results in your preferred format (JSON, CSV, Excel).

### Output Format

The output is an array of JSON objects, each representing a single review. Key fields include:

- **Product_Id**: Unique identifier for the product.
- **Review_Id**: Unique identifier for the review.
- **Rating**: Numerical rating (e.g., 100 for 5 stars).
- **Title/Body**: Review title and content.
- **Sentiment/Higher_Topic/Granular_Topic**: Analysis fields (may be null if not available).
- **Source**: Origin of the data (e.g., "Guardian").
- **Review_Type**: Type of review (e.g., "Product Review").
- **Product_Segment/Gender/Country**: Metadata for categorization.
- **Date/Crawled_Date**: Timestamps for the review and scraping.
- **URL**: Source URL of the product page.

Data is structured for easy parsing and integration into databases or analytics tools.

### Support

For custom/simplified outputs or bug reports, please contact:

- Email: support@getdataforme.com
- Subject line: "custom support"
- Contact form: https://getdataforme.com/contact/

We're here to help you get the most out of this Actor!

# Actor input Schema

## `Urls` (type: `array`):

The urls for the spider.

## Actor input object example

```json
{
  "Urls": [
    "https://www.guardian.com.my/dove-shower-1l-beauty-nour-121068601.html?page=1"
  ]
}
```

# 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 = {};

// Run the Actor and wait for it to finish
const run = await client.actor("getdataforme/guardianmy-reviews-spider").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 = {}

# Run the Actor and wait for it to finish
run = client.actor("getdataforme/guardianmy-reviews-spider").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 '{}' |
apify call getdataforme/guardianmy-reviews-spider --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,getdataforme/guardianmy-reviews-spider"
        }
    }
}
```

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/GzC5vLQUJoAegITey/builds/oAjRGhu2xQ8xc06ds/openapi.json
