Trustpilot Reviews Scraper: TrustScore and Newest Reviews

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Trustpilot Reviews Scraper at a glance

• Input: A list of company domains, plus how many reviews to return per company.
• Output: one row per review with 20 fields, including trustScore, rating, title, publishedAt.
• Price: $1 per 1,000 reviews, plus $15 per 1,000 companies whose Trustpilot profile was read. Companies that are not on Trustpilot are free.
• You need: nothing else. No cookies, no logins, no proxies and no API keys.
• Export: JSON, CSV, Excel or XML, or straight into your own tools with the Apify API and MCP.

What is Trustpilot Reviews Scraper?

Reads a company's Trustpilot profile from nothing more than its domain. Every row is one review with the company summary attached: TrustScore, stars, total reviews, reviews in the last 12 months, the star breakdown and categories, plus the review's stars, title, text, language, dates, verification and the company's reply. Up to 100 of the newest reviews per company, in every language. Reviews come without reviewer names or photos. Companies that are not on Trustpilot are skipped and not charged. Built for reputation monitoring, competitor research and lead qualification.

• From just a domain. Give it wise.com and get the Trustpilot profile, no profile links to look up.
• The whole picture. TrustScore, total reviews, reviews in the last year, star breakdown and categories.
• The newest reviews. Stars, title, text, language, dates, verification and the company reply.
• No personal data. Reviews come without reviewer names, photos or profile links.

What data can I extract with Trustpilot Reviews Scraper?

Every result is one row per review, with these fields:

Field	What it holds
domain	The domain you asked for
companyName	The name on the Trustpilot profile
trustScore	TrustScore, 1 to 5
stars	Star rating shown on the profile
totalReviews	Total reviews on the profile
reviewsLast12Months	Reviews written in the last 12 months
starDistribution	Reviews per star, 1 to 5
categories	Trustpilot categories
trustpilotUrl	The Trustpilot profile
reviewId	The review's id
reviewUrl	Link to the review
rating	Stars given, 1 to 5
title	Review title
text	The review
language	Review language
publishedAt	When it was published
experiencedAt	When the experience happened
verified	Whether Trustpilot verified the review
likes	Useful votes
reply	The company's reply, when there is one

The table view in Apify shows Domain, TrustScore, Stars, Title, Published. The full record is in the JSON, CSV, Excel and XML exports, and over the API.

How to use Trustpilot Reviews Scraper

1. Open Trustpilot Reviews Scraper in the Apify Console. A free Apify account is enough to try it.
2. Paste your domains, one per line, or upload a list.
3. Click Start. Each domain is processed on its own, so one bad entry never loses the batch.
4. Download the results as JSON, CSV or Excel, or send them to your own tools with an integration.

Input

One field: domains. Use bare domains like stripe.com, not https://stripe.com/pricing.

A second field, maxReviewsPerCompany, caps how many of the newest reviews are returned per company (default 20, at most 100). Set it to 1 for the TrustScore and star breakdown only.

Every line is checked before the run starts. Each must be a domain like stripe.com, not a company name; a run with any other line is refused with that line named, so a typo never costs you anything.

{
  "domains": [
    "wise.com"
  ],
  "maxReviewsPerCompany": 20
}

Output

A company that is not on Trustpilot is skipped and costs nothing. The run log names every one that was skipped, so a short result is never a mystery.

{
  "domain": "wise.com",
  "companyName": "Wise",
  "trustScore": 4.3,
  "stars": 4.5,
  "totalReviews": 301419,
  "reviewsLast12Months": 32485,
  "starDistribution": {
    "1": 26611,
    "2": 4917,
    "3": 6831,
    "4": 21039,
    "5": 242021
  },
  "categories": [
    "Financial Institution",
    "Money Transfer Service"
  ],
  "trustpilotUrl": "https://www.trustpilot.com/review/wise.com",
  "rating": 5,
  "title": "Easy transaction",
  "text": "Easy transaction excellent exchange rate. Highly recommended.",
  "language": "en",
  "publishedAt": "2026-09-25T14:55:11.000Z",
  "verified": true,
  "reply": {
    "text": "Keeping your transfers fast, simple, and budget-friendly…",
    "publishedAt": "2026-09-25T15:40:56.000Z"
  }
}

How much does Trustpilot Reviews Scraper cost?

Trustpilot Reviews Scraper charges two things, both only on success: $1 per 1,000 reviews returned ($0.001 each), and $15 per 1,000 companies read ($0.015 each). There is no separate compute charge. For example, 100 companies with 20 reviews each cost $1.50 for the companies plus $5 for the 5,000 reviews, $6.50 in total.

• You pay only for results. A company that is not on Trustpilot is skipped and costs nothing.
• Try it on the free plan. On Apify's free plan you get 50 reviews from this Actor in total, not per month, to try it out. After that a run stops and asks you to move to a paid Apify plan. Paid plans have no limit.
• Volume discounts. Scale plans pay 5% less per result and Business plans 10% less.
• Cap any run. Set a maximum cost per run in the run options and the Actor stops cleanly when it is reached.

Common use cases

• Reputation monitoring. Schedule a task to catch new reviews and replies for your brand.
• Competitor research. Compare TrustScores and what customers praise or complain about.
• Lead qualification. Add a TrustScore and review volume to a list of companies.
• Review analysis. Feed recent review text into sentiment or topic analysis.

Integrate Trustpilot Reviews Scraper with other apps

Trustpilot Reviews Scraper works with the integrations on the Apify platform, including Make, Zapier, n8n, Google Sheets, Slack, Airbyte, Google Sheets, Slack, Airtable. Results can also go anywhere with a webhook when a run finishes.

To keep a list current, save your input as a task and put it on a schedule.

Trustpilot Reviews Scraper API

Run Trustpilot Reviews Scraper from your own code with the Apify API clients.

JavaScript

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });
const run = await client.actor('hydrafetch/trustpilot-reviews-scraper').call({ domains: ["wise.com"] });
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("hydrafetch/trustpilot-reviews-scraper").call(run_input={"domains": ["wise.com"]})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

AI agents can call it too. Connect Claude, Cursor or any MCP client to the Apify MCP server and add hydrafetch/trustpilot-reviews-scraper as a tool.

FAQ

What do I give it?

Company domains like wise.com. The Actor finds the Trustpilot profile for each.

Which reviews come back?

The newest reviews in every language, up to 100 per company.

What if a company is not on Trustpilot?

It is skipped and you are not charged.

Is there a free trial?

Yes. On Apify's free plan you get 50 reviews from this Actor in total to try it, charged to your free Apify credit. After that, runs stop and ask you to move to a paid Apify plan, which has no limit.

Do I need cookies, a login or proxies?

No. Trustpilot Reviews Scraper works without cookies, accounts, proxies or API keys. Paste your domains and run it; everything else is handled for you.

Is it legal to use Trustpilot Reviews Scraper?

Trustpilot Reviews Scraper collects only publicly available public company profiles and reviews on Trustpilot. As with any data collection, you are responsible for how you use the results: follow the terms of the websites you work with and data protection laws such as GDPR wherever personal data is involved. If you are unsure about your use case, check with a lawyer.

Does Trustpilot Reviews Scraper have an API?

Yes. Every run is available through the Apify API, with the JavaScript and Python examples above, and through the Apify MCP server for AI agents.

Other Actors by Hydrafetch

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• Bulk Company Logo Finder: give it a list of domains and get a direct image URL for each company logo, with dimensions and dominant color.
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• Website to Markdown: turn a list of URLs into clean markdown for LLMs, RAG and AI agents, with navigation, banners and boilerplate removed.
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• Company Social Links Finder: find the LinkedIn company page and every social profile a company links from its own website, from just the domain.
• LinkedIn Company Scraper: get industry, company size, headcount, followers, headquarters and more from LinkedIn company pages, by URL or by domain.
• Tech Stack Detector: find the CMS, ecommerce platform, analytics, frameworks, hosting and payment tools any website runs, from just the domain.
• PDF to Markdown: convert PDF links into clean markdown with headings and tables intact, ready for LLMs, RAG and search.
• Website Crawler to Markdown: crawl a whole website or docs section into clean markdown for LLMs, RAG and AI agents, one row per page.
• Company Jobs Scraper: get every open job at a company from just its domain: titles, teams, locations, pay and full descriptions, from the hiring platform it uses.
• YouTube Transcript Scraper: get the full transcript of any YouTube video with timestamps, title and channel, ready for AI summaries, RAG and search.
• Google Ads Library Scraper: get every Google ad a company runs from just its domain: creatives, formats and first and last shown dates, from the public Ads Transparency Center.
• LinkedIn Ad Library Scraper: get every LinkedIn ad a company runs from its domain, name or LinkedIn page, with the full copy, creative, run dates, impressions by country and targeting.
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• Website Contact Details Scraper: get the emails, phone numbers, social profiles and address a company publishes on its own website, from just its domain.
• App Store and Google Play Scraper: get app details and the newest reviews from the Apple App Store and Google Play in one run: ratings, installs, versions, and review text with developer replies.
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• LinkedIn Jobs Scraper: search LinkedIn jobs by terms, location and filters and get every posting with its full description, applicants, seniority and listed pay. No login, no cookies.
• Google Maps Scraper with Emails: search Google Maps like you would in the app and get every place with its address, phone, website, rating and reviews, plus emails from its own website when you want them.
• Amazon Product Scraper: search Amazon.com like you would in the app, or paste product links and ASINs, and get every product with its US price, rating, reviews and sales signals, plus the full product page when you want it.
• News Scraper with Full Article Text: search the news for any topic and get recent articles with their full text as clean markdown, real publisher links and publish dates.
• Company Ads Across Google, LinkedIn and Meta: get the Google, LinkedIn and Facebook and Instagram ads a company runs from just its domain, in one dataset with the same columns for every platform.
• Company Website Finder: turn a list of company names into their official websites and domains, each checked against the company homepage so directories never slip through.
• Website Screenshot API: capture screenshots of any web pages as hosted PNG links, full page or first screen, rendered in a real browser and priced per screenshot.

Terms of use

Your results are yours. We claim no rights in the inputs you submit or the data you get back. Full terms: hydrafetch.com/terms

Your feedback

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