# Trustpilot Review Scraper (`ghostgrid/trustpilot-review-scraper`) Actor

Extract Trustpilot business reviews with rating, review text, reviewer, date, business page URL, and review metadata.

- **URL**: https://apify.com/ghostgrid/trustpilot-review-scraper.md
- **Developed by:** [GhostGrid](https://apify.com/ghostgrid) (community)
- **Categories:** Business, Lead generation, Automation
- **Stats:** 2 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.25 / 1,000 review scrapeds

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

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

## Trustpilot Review Scraper

Scrapes reviews from Trustpilot business pages.

### What it does

Given a Trustpilot review URL, this actor extracts all available reviews including:

- Review title and body text
- Star rating (1-5)
- Reviewer name and date
- Helpful vote count
- Company reply (if present)

Supports pagination automatically. Set a max review count to control how many pages are scraped.

### Input

| Field | Type | Required | Default | Description |
|-------|------|----------|---------|-------------|
| start\_urls | array | yes | - | Trustpilot review URLs (e.g. https://www.trustpilot.com/review/example.com) |
| max\_items | integer | no | 100 | Maximum number of reviews to scrape |

### Output

Each item in the dataset contains:

```json
{
  "url": "https://www.trustpilot.com/review/example.com?page=1",
  "title": "Great service",
  "body": "Really enjoyed using this product...",
  "rating": 5,
  "reviewer_name": "John Doe",
  "date": "January 1, 2025",
  "helpful_count": 3,
  "company_name": "Example.com",
  "company_reply": "Thanks for the kind words!"
}
```

### Running locally

```bash
pip install -r requirements.txt
apify run --purge
```

# Actor input Schema

## `start_urls` (type: `array`):

One or more Trustpilot review URLs, e.g. https://www.trustpilot.com/review/example.com

## `max_items` (type: `integer`):

Maximum number of reviews to scrape.

## Actor input object example

```json
{
  "start_urls": [
    {
      "url": "https://www.trustpilot.com/review/trustpilot.com"
    }
  ],
  "max_items": 100
}
```

# 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 = {
    "start_urls": [
        {
            "url": "https://www.trustpilot.com/review/trustpilot.com"
        }
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("ghostgrid/trustpilot-review-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 = { "start_urls": [{ "url": "https://www.trustpilot.com/review/trustpilot.com" }] }

# Run the Actor and wait for it to finish
run = client.actor("ghostgrid/trustpilot-review-scraper").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{
  "start_urls": [
    {
      "url": "https://www.trustpilot.com/review/trustpilot.com"
    }
  ]
}' |
apify call ghostgrid/trustpilot-review-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=ghostgrid/trustpilot-review-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/acts/eXESxn6S0qnqKDar6/builds/aGzMla4QaVJyzdedo/openapi.json