TrustPilot Reviews Scraper

TrustPilot Reviews Scraper

by powerful_bachelor

Scrape Trustpilot reviews for any business. Export customer feedback, ratings, and dates to JSON, CSV, Excel, or XML for analysis and reporting.

473 runs
11 users
Try This Actor

Opens on Apify.com

About TrustPilot Reviews Scraper

Need to understand what real customers are saying on Trustpilot? This scraper pulls all the public review data you need, directly from any Trustpilot company or service page. I use it to grab the full text of each review, the star rating, the date it was posted, and the reviewer's name. It neatly packages everything—review titles, the helpful votes, even the business's reply if there is one. You get the complete picture of customer sentiment. Once the data is collected, you can export it to JSON, CSV, Excel, or XML. This is where it gets really useful. I’ve loaded the CSV into spreadsheets to track rating trends over time, or fed the JSON into a dashboard to monitor brand reputation. It’s perfect for competitive analysis, market research, or just keeping a pulse on your own company’s reviews. The structured data makes it easy to analyze patterns, identify common complaints or praises, and make informed decisions based on actual customer feedback, not guesswork. It runs reliably and handles the data extraction so you can focus on the insights.

What does this actor do?

TrustPilot Reviews Scraper is a web scraping and automation tool available on the Apify platform. It's designed to help you extract data and automate tasks efficiently in the cloud.

Key Features

  • Cloud-based execution - no local setup required
  • Scalable infrastructure for large-scale operations
  • API access for integration with your applications
  • Built-in proxy rotation and anti-blocking measures
  • Scheduled runs and webhooks for automation

How to Use

  1. Click "Try This Actor" to open it on Apify
  2. Create a free Apify account if you don't have one
  3. Configure the input parameters as needed
  4. Run the actor and download your results

Documentation

TrustPilot Reviews Scraper

Extract reviews, ratings, and metadata from any Trustpilot review page. Provide a URL, and the actor returns structured data including review text, dates, reviewer info, and company responses. Data can be exported as JSON, CSV, Excel, or XML.

Key Features

The scraper collects the following fields from each review:
* Review Title: The headline of the review.
* Review Text: The full content of the customer's comment.
* Rating: The star rating (1-5).
* Reviewer Name: The name or alias of the reviewer.
* Review Date: The date the review was posted.
* Company Response: Any official response from the business.
* Helpful Votes: Count of users who marked the review as helpful.
* Review Source: Indicates if the review was organic or invited.
* Verification Status: Shows if the review is verified.
* Location & Language: Reviewer location and review language.

How to Use

  1. Ensure you have an Apify account.
  2. Open the Trustpilot Reviews Scraper actor.
  3. In the Input configuration, provide the Trustpilot URL(s) you want to scrape.
  4. Set maxResults to limit the number of reviews (optional).
  5. Click Save & Start to run the actor.
  6. Once finished, download your dataset from the Dataset tab in your preferred format (JSON, CSV, Excel, XML).

The actor can scrape thousands of reviews per run, depending on the target page. For an accurate count, run a test.

Note on Legality: This tool scrapes only publicly available data. Always comply with Trustpilot's Terms of Service and relevant local data protection laws when using scraped data.

Input

Configure the actor using a JSON object. The main parameters are maxResults and businessUrls.

{
  "maxResults": 15,
  "businessUrls": [
    {
      "url": "https://www.trustpilot.com/review/example.com"
    }
  ]
}

Output

The actor outputs an array of review objects. Each object contains the scraped fields.

{
  "id": "66b904f1fec7e492d2918e20",
  "inputUrl": "https://www.trustpilot.com/review/shopwagandtail.com",
  "title": "I come to Trustpilot to look for…",
  "text": "I come to Trustpilot to look for spurious companies...",
  "rating": 5,
  "displayName": "Ag",
  "publishedDate": "2024-08-11T20:37:37.000Z",
  "isVerified": true,
  "verificationLevel": "invited",
  "reviewSourceName": "BannerRedirect",
  "likes": 0,
  "countryCode": "GB",
  "language": "en"
}

Categories

Common Use Cases

Market Research

Gather competitive intelligence and market data

Lead Generation

Extract contact information for sales outreach

Price Monitoring

Track competitor pricing and product changes

Content Aggregation

Collect and organize content from multiple sources

Ready to Get Started?

Try TrustPilot Reviews Scraper now on Apify. Free tier available with no credit card required.

Start Free Trial

Actor Information

Developer
powerful_bachelor
Pricing
Paid
Total Runs
473
Active Users
11
Apify Platform

Apify provides a cloud platform for web scraping, data extraction, and automation. Build and run web scrapers in the cloud.

Learn more about Apify

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