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Trustpilot scraper and company review extractor

Extract customer reviews, star ratings, and company details from any Trustpilot business page. Monitor brand reputation and competitive sentiment at scale.

Trustpilot

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Browse AI robot
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What this robot does

Trustpilot reviews are public, high-intent signals from real customers. They tell you what is working, what is broken, and how your brand compares to competitors - but only if you can get the data into a format you can analyze.

This robot extracts every review from any Trustpilot company page: the review text, star rating, reviewer name, date, title, company name, total reviews, TrustScore, company website, and review date. Instead of reading through pages of reviews in a browser, you get a dataset ready for sentiment analysis, trend tracking, and competitive benchmarking.

Structured Trustpilot data lets you:

  • ✓ Spot negative review trends before they become reputation crises - monitor automatically and respond fast.
  • ✓ Benchmark your Trustpilot score against competitors with apples-to-apples review data.
  • ✓ Feed review text into sentiment analysis tools to quantify what customers love and what they complain about.
  • ✓ Track your rating over time to measure whether product improvements are moving the needle.
Company NameReviewerRatingDateReview Title
Acme CorpJohnD9252024-01-15Excellent service and support
Acme CorpSarahM4542024-01-12Good product, slow delivery
Acme CorpMikeL2322024-01-10Quality issues with order
Acme CorpEmmaK8852024-01-08Best purchase I've made
Acme CorpRobertT5632024-01-05Average experience overall

How to extract Trustpilot reviews in 4 steps

No coding experience needed. No browser extensions. No Trustpilot API key. The robot runs in the cloud - you just provide the URL.

  • A free Browse AI account.
  • A Trustpilot company page URL (e.g., trustpilot.com/review/company-name).
1
Sign up for free
Create your Browse AI account in under a minute. No credit card required. You will find this prebuilt robot in the robot library ready to use.
2
Paste the Trustpilot company URL
Go to Trustpilot and find the company you want to analyze. Copy the URL - it should look like trustpilot.com/review/company-name - and paste it into the robot.
3
Run the robot
Click run. The robot visits the Trustpilot page and extracts every review it can access: text, star rating, reviewer name, date, title, company name, total reviews, TrustScore, company website, and date of experience. Run time depends on the number of reviews.
4
Connect integrations or export your data
Your review dataset appears in the dashboard. Sync it to Google Sheets for ongoing monitoring, push to Airtable for a visual database, download CSV for one-time analysis, or wire it into Zapier, Make, or the API for automated workflows.

Ready to get started?

Try this robot free →

How brands and analysts use Trustpilot data

Customer review data drives decisions across marketing, product, and strategy. Here is how our users apply it:

  • Brand managers set up daily monitoring to respond to negative reviews within hours instead of weeks.
  • Product teams categorize review feedback by theme to prioritize fixes that affect the most customers.
  • Competitive analysts extract reviews from rival Trustpilot pages to identify weaknesses they can exploit in positioning.
  • E-commerce managers correlate review trends with sales data to understand how reputation impacts conversion.
  • Customer success teams track review sentiment after product launches or policy changes to gauge customer reaction.
  • Agency teams build multi-client reputation dashboards by extracting Trustpilot data for each account and syncing to Sheets.
🏢
Brand managers
Monitor your Trustpilot reviews on autopilot. Catch negative feedback early, track your rating trend, and see exactly how you compare to competitors.
📊
Market researchers
Analyze customer sentiment across entire industries. Extract review data from dozens of companies to identify patterns in what customers value and complain about.
🎯
Competitive analysts
Mine competitor Trustpilot pages for intelligence. Find their most common complaints and use that insight to differentiate your positioning.
💼
E-commerce managers
Connect review sentiment to business outcomes. Track how your Trustpilot score trends alongside revenue, returns, and customer support volume.

Review data fields extracted from Trustpilot

Each customer review produces a structured record with these fields:

FieldWhat it contains
Company Namethe name of the business being reviewed on Trustpilot.
Total Reviewsthe total number of reviews the company has received.
TrustScorethe company's overall Trustpilot score.
Company Websitethe official website URL of the company.
Positionthe ranking position of the review on the page.
Reviewerthe Trustpilot username of the reviewer.
Ratingthe 1-to-5 star rating given by the reviewer.
Datewhen the review was posted.
Titlethe headline the customer wrote for their review.
Reviewthe full customer review text.
Date of Experiencewhen the customer had their experience with the company.

Company responses are captured when they exist. If the company has not replied to a review, that field will be empty in your export.

Frequently asked questions

What is a Trustpilot scraper?
A tool that visits a company's Trustpilot page and extracts every customer review into structured data - text, rating, reviewer name, date, title, company information, and review metadata. You get a dataset instead of a webpage.

Can I try this for free?
Yes. Browse AI's free plan includes credits to test this robot on any Trustpilot company page. No credit card needed to get started.

Does the scraper capture company responses?
No. This robot extracts customer review data, company information, and review metadata. It does not capture company responses.

Is it legal to scrape Trustpilot?
Browse AI accesses publicly visible reviews, the same data any visitor sees. Legality varies by jurisdiction, so review Trustpilot's terms and consult legal counsel for your situation.

How often should I monitor Trustpilot reviews?
For active reputation management, daily monitoring catches new reviews fastest. For competitive research, weekly or monthly runs are typically sufficient.

Can I analyze review sentiment?
The robot provides the raw review data. Export it to your preferred sentiment analysis tool, or use Google Sheets with add-ons to score sentiment. Many users also connect to custom NLP pipelines through the API.

Review data is strongest when you can cross-reference it across platforms. Pair this scraper with:

  • TripAdvisor review scraper - Compare reputation across platforms. See how customer sentiment differs between Trustpilot and TripAdvisor for the same brands.
  • Google Maps data extractor - Add Google Maps ratings and business details to your Trustpilot analysis. Build a multi-platform reputation profile.
  • Google search results scraper - See how Trustpilot reviews appear in Google search results. Monitor whether your Trustpilot page shows up for branded searches.

Start monitoring Trustpilot reviews

Paste a company URL, get structured review data in minutes. Free to start, zero coding needed.

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