Trustpilot - businesses listings scraper
Overview
The Trustpilot business listings scraper is a prebuilt sitemap designed to extract structured business listing data from trustpilot.com category and search result pages. It starts from category or search URLs, automatically navigates pagination, discovers business listings, and extracts detailed business information from each listing page. This sitemap extracts business listing details from trustpilot.com category and search result pages.
This scraper extracts business data, including business URL, business name, category, address, rating, review count, TrustScore, number of reviews, business description, website URL, and pagination reference. The extracted data can be exported in structured formats such as CSV, Excel, or JSON, allowing it to be analysed, stored, or integrated into existing systems and workflows.
Trustpilot business listings scraping is commonly used for customer sentiment analytics, lead database development and enrichment, and B2B lead generation. This allows businesses to collect structured company profile data, analyse ratings and reviews, identify potential leads, and maintain accurate business datasets over time.
This sitemap is preconfigured and ready to use with Web Scraper Cloud. You only need to provide Trustpilot category or search result URLs, and the scraper will automatically navigate listing pages and extract the defined business attributes.
Scrape trustpilot.com business listing data. As start URLs provide:
- category links
- search links
Sitemap use cases
- Customer Sentiment Analytics
- Lead Database Development and Enrichment
- B2B Lead Generation
Input
Trustpilot.com product search result pages, for example:
-
https://www.trustpilot.com/categories/music_store -
https://www.trustpilot.com/search?query=ai%20development -
https://www.trustpilot.com/categories/classified_ads_newspaper_publisher
Output (14 data points)
Sample data
| web_scraper_start_url | time_scraped | business_url | business_name | category | address | phone_number | website_url | rating | review_count | review_ai_summary | company_details | images | next_page | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| https://www.trustpilot.com/categories/dental_services?trustscore=4.5 | 2026-06-15T05:01:07Z | https://www.trustpilot.com/review/smileboutiqueny.com | Smile Boutique NY | Health and Beauty Shop | 2067 McDonald Ave, 11223, Brooklyn, United States | (347) 630 54 74 | info@smileboutiqueny.com | https://smileboutiqueny.com | 4.3 | 116 reviews in the last 12 months | Considering 115 reviews, reviewers overwhelmingly had a great experience with this company. Customers frequently praise the products for their excellent fit, natural appearance, and comfort, often noting that the appliances look and feel like real teeth. Many people appreciate the quick and easy process, from ordering to receiving their items, highlighting the efficiency and stress-free nature of the service. The customer service is consistently described as outstanding, with reviewers commending the helpful, knowledgeable, and communicative staff who provide great support. However, some customers also noted issues with product quality, describing appliances as fake-looking, uncomfortable, bulky, or having poor fit. A few other people also felt that customer service was poor, citing rude interactions or a lack of support regarding product issues and warranties. There were also mentions of delayed orders or items not being received, causing frustration for some. | Written by the company Smile Boutique NY is dedicated to creating beautiful, confident smiles with our custom dental solutions. As a trusted provider of high-quality, at-home dental appliances, we offer a wide range of products including flexible partial dentures, snap-on veneers, and night guards. With a commitment to exceptional craftsmanship and customer satisfaction, we make it easy and affordable to achieve the smile you’ve always wanted. | https://consumersiteimages.trustpilot.net/business-units/667596d8e86cb73356c964a3-198x149-1x.jpg | |
| https://www.trustpilot.com/categories/animal_parks_zoo | 2026-06-15T05:01:39Z | https://www.trustpilot.com/review/thereefgeeks.com | The Reef Geeks | Aquaculture Farm | 871 Harold Place, 91914, Chula Vista, United States | 8664351107 | customerservice@thereefgeeks.com | https://www.thereefgeeks.com | 4.3 | 44 reviews in the last 12 months | Evaluating 44 reviews, reviewers overwhelmingly had a great experience with this company. Many customers are highly satisfied with the product selection and the quality of the items received, often noting that their purchases arrived in a healthy and vibrant state. The packaging is frequently praised for being secure and effective, ensuring products are well-protected during transit, even in challenging weather conditions. Reviewers also appreciate the efficient and fast shipping services, which contribute to the overall positive experience. However, some customers experienced issues with their orders, including items arriving damaged or not surviving after delivery, with concerns about temperature during shipping. A few other people also felt that the product received did not match the online description or image, leading to disappointment. | Written by the company The Reef Geeks is your connect for rare, premium-quality live corals online: torch corals for sale, SPS corals, mushroom corals, hard corals, WYSIWYG. We also offers beginner corals, clownfish for sale, AIO aquariums & complete saltwater aquarium supplies. Expert reef advice included! | https://consumersiteimages.trustpilot.net/business-units/687f2672bb280230abe29a2c-198x149-1x.jpg | |
| https://www.trustpilot.com/categories/music_store?trustscore=4.5 | 2026-06-15T05:02:19Z | https://www.trustpilot.com/review/gabb.com | Gabb | Software Company | United States | (385) 235-6646 | support@gabb.com | https://gabb.com/ | 4.3 | 932 reviews in the last 12 months | Considering 925 reviews, reviewers overwhelmingly had a great experience with this company. Customers frequently praise the products, such as phones and watches, for their suitability for children, offering a safe and simple way for kids to stay connected while giving parents peace of mind. The user experience is often highlighted as easy to set up and manage, with many appreciating the clear parental controls and reliable service. Reviewers consistently commend the customer service and staff for being helpful, responsive, and professional, often going above and beyond to resolve issues quickly. However, some customers also noted issues with product functionality, such as watches overheating, batteries draining quickly, or unresponsiveness, leading to frustration with the devices. A few other people also felt that customer support was sometimes unable to resolve complex problems or provided inconsistent information, making it difficult to get their devices fully operational. | About GabbWritten by the company Gabb is an American technology company that specializes in safe tech for kids and parent education. With kid cell phones and kid smart watches, Gabb offers the solution to digital communication in steps, offering parents peace of mind. Gabb prioritizes the safety and the mental health of children. Gabb offers a safer, simpler mobile experience designed specifically for kids. With a focus on essential communication features, Gabb devices block access to the internet and harmful apps. Gabb Wireless devices were intended to provide a basic, locked down alternative to adult smartphones with features such as calling and texting parent-approved contacts, GPS tracking, safe zones, and SOS alerts. At the same time, they lack features such as internet browsing, social media access, and app stores. Gabb devices have safety built in with their own operating system. This sets them apart from competitors, since they don’t require complicated parental controls to protect kids’ devices. Instead, their devices are locked down from the start. Gabb’s goal is to provide parents a no stress way to connect with their kids without exposing them to potential risks and distractions associated with unregulated smartphone access. Gabb’s CEO Nate Randle actively advocates for single parents and safe tech for kids. | https://consumersiteimages.trustpilot.net/business-units/6449a9ac934d99de188ea9c6-198x149-1x.jpg | |
| https://www.trustpilot.com/categories/dental_services?trustscore=4.5 | 2026-06-15T05:02:23Z | https://www.trustpilot.com/review/net32.com | Net32 | Dental Supply Store | 250 Towne Village Drive, 27513, Cary, United States | 9194681177 | support@net32.com | https://net32.com | 4.6 | 1053 reviews in the last 12 months | Looking at 1,086 reviews, reviewers overwhelmingly had a great experience with this company. Customers frequently praise the products for their quality and value, often highlighting competitive pricing and ease of ordering. Many appreciate the fast and efficient delivery service, with items arriving promptly and in good condition. The overall ordering process is described as smooth and straightforward, contributing to a positive customer experience. However, some customers also noted issues with incorrect items being delivered or products not matching descriptions. A few other people also felt that the shipping process could be confusing, particularly with tracking updates, and some experienced delays or items not arriving as expected. | Written by the company On average you will save 30% to 40% off dental supplies by shopping online at Net32.com. We have made comparison shopping convenient so you won't waste time browsing catalogs in search of the same product. | https://consumersiteimages.trustpilot.net/business-units/5a7973e0b43dd90001506fb5-198x149-1x.jpg | |
| https://www.trustpilot.com/categories/music_store?trustscore=4.5 | 2026-06-15T05:02:32Z | https://www.trustpilot.com/review/giftyourmelody.com | GiftYourMelody | Music Store | Sheridan, United States | 3072059740 | support@giftyourmelody.com | https://giftyourmelody.com | 4.8 | 597 reviews in the last 12 months | Evaluating 655 reviews, reviewers overwhelmingly had a great experience with this company. Customers consistently praise the product, highlighting its meaningful and personal nature, often exceeding expectations with its quality and emotional impact. The service is frequently described as easy, smooth, and efficient, with many appreciating the quick turnaround times and the staff's attentiveness to details. People are particularly impressed with the professional quality of the songs, including the melody, lyrics, vocals, and overall production, often calling it the best gift they've ever given or received. However, some customers also noted occasional issues, such as needing lyrics sent to them for clarity or experiencing initial mispronunciations of names. A few other people also felt that revisions did not always address their specific requests or that the final song did not align with their vision. | Written by the company At Gift Your Melody we offer a unique service that turns your personal stories and memories into custom-made songs. Perfect for birthdays, anniversaries, weddings, or any special occasion, these heartfelt songs are personalized with names, details, and emotions you provide, making them one-of-a-kind gifts. With a focus on creativity, quality, and emotional connection, Gift Your Melody ensures every song is a memorable keepsake. Ideal for those looking to give a meaningful, thoughtful, and unforgettable gift. | https://consumersiteimages.trustpilot.net/business-units/67390b865475ec971e917d9e-198x149-1x.jpg |
{
"web_scraper_start_url": "https://www.trustpilot.com/categories/dental_services?trustscore=4.5",
"time_scraped": "2026-06-15T05:01:07Z",
"business_url": "https://www.trustpilot.com/review/smileboutiqueny.com",
"business_name": "Smile Boutique NY",
"category": "Health and Beauty Shop",
"address": "2067 McDonald Ave, 11223, Brooklyn, United States",
"phone_number": "(347) 630 54 74",
"email": "info@smileboutiqueny.com",
"website_url": "https://smileboutiqueny.com",
"rating": 4.3,
"review_count": "116 reviews in the last 12 months",
"review_ai_summary": "Considering 115 reviews, reviewers overwhelmingly had a great experience with this company. Customers frequently praise the products for their excellent fit, natural appearance, and comfort, often noting that the appliances look and feel like real teeth. Many people appreciate the quick and easy process, from ordering to receiving their items, highlighting the efficiency and stress-free nature of the service. The customer service is consistently described as outstanding, with reviewers commending the helpful, knowledgeable, and communicative staff who provide great support.\n\nHowever, some customers also noted issues with product quality, describing appliances as fake-looking, uncomfortable, bulky, or having poor fit. A few other people also felt that customer service was poor, citing rude interactions or a lack of support regarding product issues and warranties. There were also mentions of delayed orders or items not being received, causing frustration for some.",
"company_details": "Written by the company\nSmile Boutique NY is dedicated to creating beautiful, confident smiles with our custom dental solutions. As a trusted provider of high-quality, at-home dental appliances, we offer a wide range of products including flexible partial dentures, snap-on veneers, and night guards. With a commitment to exceptional craftsmanship and customer satisfaction, we make it easy and affordable to achieve the smile you\u2019ve always wanted.",
"images": "https://consumersiteimages.trustpilot.net/business-units/667596d8e86cb73356c964a3-198x149-1x.jpg",
"next_page": ""
}
{
"web_scraper_start_url": "https://www.trustpilot.com/categories/animal_parks_zoo",
"time_scraped": "2026-06-15T05:01:39Z",
"business_url": "https://www.trustpilot.com/review/thereefgeeks.com",
"business_name": "The Reef Geeks",
"category": "Aquaculture Farm",
"address": "871 Harold Place, 91914, Chula Vista, United States",
"phone_number": "8664351107",
"email": "customerservice@thereefgeeks.com",
"website_url": "https://www.thereefgeeks.com",
"rating": 4.3,
"review_count": "44 reviews in the last 12 months",
"review_ai_summary": "Evaluating 44 reviews, reviewers overwhelmingly had a great experience with this company. Many customers are highly satisfied with the product selection and the quality of the items received, often noting that their purchases arrived in a healthy and vibrant state. The packaging is frequently praised for being secure and effective, ensuring products are well-protected during transit, even in challenging weather conditions. Reviewers also appreciate the efficient and fast shipping services, which contribute to the overall positive experience.\n\nHowever, some customers experienced issues with their orders, including items arriving damaged or not surviving after delivery, with concerns about temperature during shipping. A few other people also felt that the product received did not match the online description or image, leading to disappointment.",
"company_details": "Written by the company\nThe Reef Geeks is your connect for rare, premium-quality live corals online: torch corals for sale, SPS corals, mushroom corals, hard corals, WYSIWYG. We also offers beginner corals, clownfish for sale, AIO aquariums & complete saltwater aquarium supplies. Expert reef advice included!",
"images": "https://consumersiteimages.trustpilot.net/business-units/687f2672bb280230abe29a2c-198x149-1x.jpg",
"next_page": ""
}
{
"web_scraper_start_url": "https://www.trustpilot.com/categories/music_store?trustscore=4.5",
"time_scraped": "2026-06-15T05:02:19Z",
"business_url": "https://www.trustpilot.com/review/gabb.com",
"business_name": "Gabb",
"category": "Software Company",
"address": "United States",
"phone_number": "(385) 235-6646",
"email": "support@gabb.com",
"website_url": "https://gabb.com/",
"rating": 4.3,
"review_count": "932 reviews in the last 12 months",
"review_ai_summary": "Considering 925 reviews, reviewers overwhelmingly had a great experience with this company. Customers frequently praise the products, such as phones and watches, for their suitability for children, offering a safe and simple way for kids to stay connected while giving parents peace of mind. The user experience is often highlighted as easy to set up and manage, with many appreciating the clear parental controls and reliable service. Reviewers consistently commend the customer service and staff for being helpful, responsive, and professional, often going above and beyond to resolve issues quickly.\n\nHowever, some customers also noted issues with product functionality, such as watches overheating, batteries draining quickly, or unresponsiveness, leading to frustration with the devices. A few other people also felt that customer support was sometimes unable to resolve complex problems or provided inconsistent information, making it difficult to get their devices fully operational.",
"company_details": "About GabbWritten by the company\nGabb is an American technology company that specializes in safe tech for kids and parent education. With kid cell phones and kid smart watches, Gabb offers the solution to digital communication in steps, offering parents peace of mind. Gabb prioritizes the safety and the mental health of children.\n\nGabb offers a safer, simpler mobile experience designed specifically for kids. With a focus on essential communication features, Gabb devices block access to the internet and harmful apps.\n\nGabb Wireless devices were intended to provide a basic, locked down alternative to adult smartphones with features such as calling and texting parent-approved contacts, GPS tracking, safe zones, and SOS alerts. At the same time, they lack features such as internet browsing, social media access, and app stores.\n\nGabb devices have safety built in with their own operating system. This sets them apart from competitors, since they don\u2019t require complicated parental controls to protect kids\u2019 devices. Instead, their devices are locked down from the start.\n\nGabb\u2019s goal is to provide parents a no stress way to connect with their kids without exposing them to potential risks and distractions associated with unregulated smartphone access.\n\nGabb\u2019s CEO Nate Randle actively advocates for single parents and safe tech for kids.\n",
"images": "https://consumersiteimages.trustpilot.net/business-units/6449a9ac934d99de188ea9c6-198x149-1x.jpg",
"next_page": ""
}
{
"web_scraper_start_url": "https://www.trustpilot.com/categories/dental_services?trustscore=4.5",
"time_scraped": "2026-06-15T05:02:23Z",
"business_url": "https://www.trustpilot.com/review/net32.com",
"business_name": "Net32",
"category": "Dental Supply Store",
"address": "250 Towne Village Drive, 27513, Cary, United States",
"phone_number": "9194681177",
"email": "support@net32.com",
"website_url": "https://net32.com",
"rating": 4.6,
"review_count": "1053 reviews in the last 12 months",
"review_ai_summary": "Looking at 1,086 reviews, reviewers overwhelmingly had a great experience with this company. Customers frequently praise the products for their quality and value, often highlighting competitive pricing and ease of ordering. Many appreciate the fast and efficient delivery service, with items arriving promptly and in good condition. The overall ordering process is described as smooth and straightforward, contributing to a positive customer experience.\n\nHowever, some customers also noted issues with incorrect items being delivered or products not matching descriptions. A few other people also felt that the shipping process could be confusing, particularly with tracking updates, and some experienced delays or items not arriving as expected.",
"company_details": "Written by the company\nOn average you will save 30% to 40% off dental supplies by shopping online at Net32.com. We have made comparison shopping convenient so you won't waste time browsing catalogs in search of the same product.",
"images": "https://consumersiteimages.trustpilot.net/business-units/5a7973e0b43dd90001506fb5-198x149-1x.jpg",
"next_page": ""
}
{
"web_scraper_start_url": "https://www.trustpilot.com/categories/music_store?trustscore=4.5",
"time_scraped": "2026-06-15T05:02:32Z",
"business_url": "https://www.trustpilot.com/review/giftyourmelody.com",
"business_name": "GiftYourMelody",
"category": "Music Store",
"address": "Sheridan, United States",
"phone_number": "3072059740",
"email": "support@giftyourmelody.com",
"website_url": "https://giftyourmelody.com",
"rating": 4.8,
"review_count": "597 reviews in the last 12 months",
"review_ai_summary": "Evaluating 655 reviews, reviewers overwhelmingly had a great experience with this company. Customers consistently praise the product, highlighting its meaningful and personal nature, often exceeding expectations with its quality and emotional impact. The service is frequently described as easy, smooth, and efficient, with many appreciating the quick turnaround times and the staff's attentiveness to details. People are particularly impressed with the professional quality of the songs, including the melody, lyrics, vocals, and overall production, often calling it the best gift they've ever given or received.\n\nHowever, some customers also noted occasional issues, such as needing lyrics sent to them for clarity or experiencing initial mispronunciations of names. A few other people also felt that revisions did not always address their specific requests or that the final song did not align with their vision.",
"company_details": "Written by the company\nAt Gift Your Melody we offer a unique service that turns your personal stories and memories into custom-made songs. Perfect for birthdays, anniversaries, weddings, or any special occasion, these heartfelt songs are personalized with names, details, and emotions you provide, making them one-of-a-kind gifts. With a focus on creativity, quality, and emotional connection, Gift Your Melody ensures every song is a memorable keepsake. Ideal for those looking to give a meaningful, thoughtful, and unforgettable gift.",
"images": "https://consumersiteimages.trustpilot.net/business-units/67390b865475ec971e917d9e-198x149-1x.jpg",
"next_page": ""
}
Data Export
Download Trustpilot.com data from Web Scraper Cloud in multiple formats:
Integrate with third-party services and automate data export using:
Automate scraping
Setup scraping schedules to run the Trustpilot.com scraper automatically at regular intervals and keep your data up-to-date.
Run scrapers via API.
Method: POST URL: https://api.webscraper.io/api/v1/scraping-job?api_token=YOUR_API_TOKEN
{
"sitemap_id": "123",
"driver": "fulljs", // "fast" or "fulljs"
"page_load_delay": 2000,
"request_interval": 2000,
"proxy": "datacenter-*", // replace "*" with country code, for example, "datacenter-us"
"start_urls": [ // optional, if set, will overwrite sitemap start URLs
"https://www.trustpilot.com/categories/music_store",
"https://www.trustpilot.com/search?query=ai%20development",
"https://www.trustpilot.com/categories/classified_ads_newspaper_publisher",
],
"custom_id": "trustpilot-123" // optional, will be included in webhook notification
}
const response = await client.createScrapingJob({
sitemap_id: 123,
driver: "fulljs", // "fast" or "fulljs"
page_load_delay: 2000,
request_interval: 2000,
proxy: "datacenter-*", // replace "*" with country code, for example, "datacenter-us"
start_urls: [ // optional, if set, will overwrite sitemap start URLs
"https://www.trustpilot.com/categories/music_store",
"https://www.trustpilot.com/search?query=ai%20development",
"https://www.trustpilot.com/categories/classified_ads_newspaper_publisher",
],
custom_id: "trustpilot-123" // optional, will be included in webhook notification
})
$response = $client->createScrapingJob([
"sitemap_id" => "123",
"driver" => "fulljs", // "fast" or "fulljs"
"page_load_delay" => 2000,
"request_interval" => 2000,
"proxy" => "datacenter-*", // replace "*" with country code, for example, "datacenter-us"
"start_urls" => [ // optional, if set, will overwrite sitemap start URLs
"https://www.trustpilot.com/categories/music_store",
"https://www.trustpilot.com/search?query=ai%20development",
"https://www.trustpilot.com/categories/classified_ads_newspaper_publisher",
],
"custom_id" => "trustpilot-123" // optional, will be included in webhook notification
]);
Scraping Trustpilot.com
To successfully scrape data from Trustpilot.com, JavaScript rendering is required.
Is web scraping legal?
Web scraping is generally legal when collecting public data. Although lawful, site owners often dislike automated collection and may deploy bot management tools to block access. Using this data to add value is acceptable, whereas copying a site to clone it violates copyrights. However, scraping data behind a login can be 100% illegal if the site's Terms and Conditions prohibit web scraping or automated access.
Step-by-step guide
Prefer to build your own Trustpilot business listings scraper? See the step-by-step guide: How to scrape Trustpilot business listings
Pricing
| Recommended |
EnterpriseCustom |
||
|---|---|---|---|
| Automate in cloud | Automate in cloud | Automate in cloud | Automate in cloud |
| Estimated cost for Trustpilot - businesses listings scraper | |||
| $10/1K URLs | $5/1K URLs |
Datacenter
From $0.05/1K URLs
|
Datacenter
From $0.05/1K URLs
|
When subscribing to a payment plan, you get access to credits that are to be spent running a sitemap to retrieve
data from a specific site (URL). All of the prebuilt sitemaps can be used freely in any of the payment plans,
however the credits spent for a site can vary based on the sitemap you are using.
See all plan features