---
title: Bright Data Reviews
meta_title: 'Bright Data Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 330 reviews by the users' company size, role or industry
  to find out how Bright Data works for a business like yours.
aggregate_rating:
  rating_value: 4.7
  review_count: 330
  scale: '5'
date_modified: '2026-07-13'
parent_category:
  name: IT Infrastructure
  url: https://www.g2.com/categories/it-infrastructure
---

# Bright Data Reviews
**Vendor:** bright data  
**Category:** [Web Data Providers Software](https://www.g2.com/categories/web-data-providers)  
**Average Rating:** 4.7/5.0  
**Total Reviews:** 330
## About Bright Data
Bright Data is a web data infrastructure platform that helps organizations access, extract, structure, and deliver public web data for AI, BI, analytics, automation, and research. The platform is used by AI teams, developers, data teams, enterprises, researchers, and business users to build reliable public web data workflows at scale. Bright Data supports a wide range of web data collection and delivery workflows, from self-service web scraping to fully automated cloud data pipelines. Teams use Bright Data to collect structured data from public websites, power AI models and LLM applications, monitor markets, enrich business intelligence systems, track search results, analyze eCommerce and travel data, support financial research, and automate competitive intelligence. The Bright Data platform includes Web Access APIs, Scraper APIs, Scraper Studio, ready-to-use datasets, real-time data feeds, MCP, CLI, Browser API, SERP API, and managed data acquisition. These capabilities help users access complex public websites, extract structured data, automate collection workflows, deliver data to cloud storage or internal systems, and reduce the need to build and maintain data collection infrastructure in-house. Scraper Studio is Bright Data’s AI-powered cloud workspace for building, testing, and managing web data workflows. It helps users create extraction workflows with natural language prompts, reusable templates, and cloud execution. Developers can use Bright Data’s CLI and APIs to build, deploy, and manage data workflows from their existing development environments. Bright Data MCP enables AI assistants and agents to connect to the public web through Bright Data’s web data infrastructure. This supports agentic web access, including search, browsing, extraction, retrieval, LLM grounding, research automation, and AI-powered data operations. For AI teams, Bright Data provides AI-ready datasets, public web data feeds, retrieval workflows, and multimodal data capabilities. Bright Data also supports real-world video data infrastructure for VLA, robotics, autonomous systems, and world-model training pipelines. Common use cases include AI training and grounding, business intelligence, market research, eCommerce analytics, price monitoring, travel intelligence, SERP tracking, brand protection, ad verification, financial data collection, academic research, and competitive intelligence. Bright Data is built for high-volume, production-scale data operations. The platform provides cloud-based execution, global web access infrastructure, automated delivery options, enterprise support, governance controls, and compliance-focused processes. Bright Data aligns its operations with standards including GDPR, CCPA, SOC 2, and ISO 27001. Bright Data is trusted by more than 25,000 organizations worldwide and is designed for teams that need reliable, scalable, and responsible access to public web data.



## Bright Data Pros & Cons
**What users like:**

- Users commend Bright Data for its **exceptional customer support** , providing timely assistance and clear explanations for inquiries. (51 reviews)
- Users value the **ease of use** with Bright Data, appreciating its user-friendly API and excellent support. (45 reviews)
- Users value the **exceptional support** from Bright Data, enhancing their experience with effective solutions and responsive team assistance. (40 reviews)
- Users value Bright Data for its **easy and fast data collection** , enhancing insights and overall user offerings effectively. (37 reviews)
- Users appreciate the **timely technical support** of Bright Data, highlighting their proactive and reliable service during issues. (29 reviews)
- Features (28 reviews)
- Easy Integrations (23 reviews)
- Performance (23 reviews)
- Reliability (22 reviews)
- Easy Setup (20 reviews)

**What users dislike:**

- Users feel the **toolset limitations** of Bright Data hinder exploration and complicate custom solution development. (13 reviews)
- Users express concerns about the **high expense** of Bright Data, which can hinder profitability for high-traffic projects. (8 reviews)
- Users highlight a **learning difficulty** with Bright Data, requiring technical skills for effective operation and troubleshooting. (8 reviews)
- Users express frustration with **pricing issues** , noting costs increase quickly and features are restricted by expensive tiers. (8 reviews)
- Users find **difficult learning** due to outdated documentation and challenges in debugging complex data collection scenarios. (7 reviews)
- Users find the **poor documentation** challenging, although support staff help clarify some issues promptly. (7 reviews)
- Users experience a **slight learning curve** with Bright Data, requiring time to adapt to the interface and proxies. (6 reviews)
- Limited Features (6 reviews)
- Users express frustration with **poor customer support** , highlighting unresponsiveness and mismanagement in handling critical access issues. (6 reviews)
- Poor Support Services (6 reviews)

## Bright Data Reviews
  ### 1. Effective Tools for Social Media Data Collection

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.)

**Reviewed Date:** January 20, 2026

**What do you like best about Bright Data?**

Bright Data's tools have enabled us to gather social media data at scale. We have found that when we have questions, their customer service team responds quickly and is very helpful.

**What do you dislike about Bright Data?**

Very little. It may be worth noting that some tools require data science skills.

**What problems is Bright Data solving and how is that benefiting you?**

As social media researchers, we find that access to relevant data is crucial to do our job. Bright Data's tools have been effective in helping us fill key data access gaps by enabling us to gather data in a quick and efficient way.

  ### 2. Reliable Partnership and Responsive Support for Research-Driven Web Scraping on Human trafficking

**Rating:** 4.5/5.0 stars

**Reviewed by:** Rebaka P. | PhD Student, Small-Business (50 or fewer emp.)

**Reviewed Date:** July 02, 2025

**What do you like best about Bright Data?**

In the first phase of my research, I used Bright Data’s services to scrape data from the AdultWork website in the United Kingdom. The extracted data played a critical role in analyzing trafficking-related indicators and the illicit massage industry. What stood out to me the most was the prompt delivery and the consistently responsive support from the Bright Data team.

As I move into the next phase of my research—I will be re-visiting the dataset for training classification models using this data. Currently, working with Bright Data to customize a scraper for a related study. We, at Bar Ilan University deeply value their work and look forward to continuing this partnership in future projects. I believe this partnership reinforces my research in time and efficiency to target social, policy and technological contributions to the data-driven methodologies in combating the crime of human trafficking.

**What do you dislike about Bright Data?**

I dont have anything to add at this point of my collaboration with them.

**What problems is Bright Data solving and how is that benefiting you?**

As a PhD researcher on Anti human trafficking efforts that requires data, Bright Data helps in navigating the data needs at ease.

  ### 3. good and stable product, good service

**Rating:** 4.5/5.0 stars

**Reviewed by:** yaron k. | VP R&amp;D, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 12, 2025

**What do you like best about Bright Data?**

They give you a bunch of solutions, countries and all kind of proxies you can choose from and configure your solution accordingly. Also, they have a good service that will help yo configure investigate and solve issues that you ran into

**What do you dislike about Bright Data?**

although they did gave me a good service eventually, it took them almost a day to answer my question and go live on zoom with me. Not sure whose fault that was, but my production was influenced by the proxy issue i had and waiting a day to get a response was not that nice (once they wrote me back - we immediately took care of it with professionally and kindly)

**What problems is Bright Data solving and how is that benefiting you?**

Im using scraping data as part of my solution, and im using bright data proxy service

  ### 4. Efficient Support, Perfect for Educational Use

**Rating:** 5.0/5.0 stars

**Reviewed by:** Mehdi M. | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 17, 2026

**What do you like best about Bright Data?**

I really like Bright Data's very efficient support and how easy and straightforward the initial setup was. The availability of datasets is something I value a lot.

**What do you dislike about Bright Data?**

It is all fine. Maybe a tutorial on data scraping with some hands-on sessions.

**What problems is Bright Data solving and how is that benefiting you?**

I use Bright Data for teaching and my students' MSc thesis, and it solves dataset issues efficiently.

  ### 5. Helpful Staff and a Better-Than-DIY Data Offering

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Non-Profit Organization Management | Small-Business (50 or fewer emp.)

**Reviewed Date:** May 11, 2026

**What do you like best about Bright Data?**

The staff members were very helpful any time I had questions and the offering is better is anything I could have scraped myself

**What do you dislike about Bright Data?**

Their dataset didn't go back as far as I would have liked and was missing coverage in the specific location I was looking at but I found work arounds for both

**What problems is Bright Data solving and how is that benefiting you?**

It gathered and cleaned data I would have otherwise had to scrape myself

  ### 6. Exceptional Support, Boosted Our Marketing

**Rating:** 5.0/5.0 stars

**Reviewed by:** Paul K. | Owner

**Reviewed Date:** December 03, 2025

**What do you like best about Bright Data?**

I like everything about Bright Data. I use it to enhance the marketing efforts for my business, and it has been instrumental in helping me identify new clients and customers. I appreciate the product's overall ease of use, which ensures smooth navigation and implementation. Most notably, I am particularly impressed with Bright Data's customer service. In my opinion, their responsiveness and ability to address any issues or problems is unmatched, providing an excellent support experience.

**What do you dislike about Bright Data?**

Their security protocols on sign-up can be a little tough if you are not used to it.

**What problems is Bright Data solving and how is that benefiting you?**

I use Bright Data to identify new clients/customers, boosting my marketing efforts and business growth.

  ### 7. Reliable Data Gathering with Outstanding Support

**Rating:** 5.0/5.0 stars

**Reviewed by:** Chris C. | Small-Business (50 or fewer emp.)

**Reviewed Date:** March 15, 2026

**What do you like best about Bright Data?**

I appreciate that the products from Bright Data work effectively for me. Additionally, their support team is helpful and responds quickly, which I find valuable. The initial setup of Bright Data was easy, making the start smooth and straightforward.

**What do you dislike about Bright Data?**

nothing

**What problems is Bright Data solving and how is that benefiting you?**

I use Bright Data for getting public data available on the internet.

  ### 8. Effortless Data Collection with Outstanding Support

**Rating:** 5.0/5.0 stars

**Reviewed by:** Nick W.

**Reviewed Date:** December 18, 2025

**What do you like best about Bright Data?**

I appreciate Bright Data's services for making it very easy to reliably collect public job advertisements. I find their control panel very useful for debugging the API as it allows me to download snapshot results effortlessly. I really like the pricing of their services; it's very fair. Incorporating Bright Data was really easy for us.

**What do you dislike about Bright Data?**

We've had some issues with their snapshots API in the last few months, but those have been resolved.

**What problems is Bright Data solving and how is that benefiting you?**

I use Bright Data to easily collect public job advertisements for analyzing leads related to potential human trafficking.

  ### 9. Intuitive Platform with Outstanding Support and Data Access

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.)

**Reviewed Date:** November 27, 2025

**What do you like best about Bright Data?**

Continuous support and communication with their employees. Intuitive data dashboard and platform making it straightforward to access to data. Data for good program and partnership allowing access for non-profit research use of the data.

**What do you dislike about Bright Data?**

The data platform could allow setting even more complex filters, or will be nice to include an online analysis console using SQL or similar scripting languages to investigate the data more before downloading it.

**What problems is Bright Data solving and how is that benefiting you?**

The wealth of public web data gathered and shared by Bright Data could enable different non-profit research similar to our project to be possible that otherwise, without such data, will not be possible.

  ### 10. Poor Reliability and High Error Rates

**Rating:** 0.5/5.0 stars

**Reviewed by:** Emiliano G. | Founder &amp; CEO, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 25, 2025

**What do you like best about Bright Data?**

Nothing. Their original promise of hard to get data being made easy to retrieve was not true.

**What do you dislike about Bright Data?**

I found the documentation lacking in clear example use cases, which made setting up difficult. Despite using Bright Data to collect e-commerce data, I feel it fails in making the process easier.  The scraping browser API, while promising in theory, does not perform well in practice. Over time, the product's performance has degraded significantly, leading to a high error rate. I am also frustrated by being charged for results that I did not receive back.

**What problems is Bright Data solving and how is that benefiting you?**

n/a

  ### 11. Consistent and Reliable Data Collection

**Rating:** 5.0/5.0 stars

**Reviewed by:** George B. | Small-Business (50 or fewer emp.)

**Reviewed Date:** November 25, 2025

**What do you like best about Bright Data?**

Reliably gathering publicly available data on the web has become extremely difficult given the complex and varied frameworks used for content publication. Custom solutions are frequently rendered obsolete in days, and are generally brittle. In contrast, the solutions offered by Bright Data have worked consistently for us for many months without interruption. This has allowed our team to focus on data analysis instead of data collection.

**What do you dislike about Bright Data?**

So far I have not encountered any drawbacks to the Bright Data platform.

**What problems is Bright Data solving and how is that benefiting you?**

Bright Data is taking care of data collection so that we can focus on data analysis.

  ### 12. Good product & exceptional customer service

**Rating:** 4.5/5.0 stars

**Reviewed by:** Merlin F. | Founder, Small-Business (50 or fewer emp.)

**Reviewed Date:** May 28, 2025

**What do you like best about Bright Data?**

The product itself does the job pretty well. Both the Web Unlocker API and the Browser API were easy to integrate and worked as advertised.
While having a problem with the Web Unlocker API, I contacted the customer support and immediately received competent help from an expert. The problem was resolved fairly quickly and without having to put pressure on the support.

**What do you dislike about Bright Data?**

There was a problem with the Web Unlocker API, which we were able to work around until the issue was resolved. As the customer service was very responsive, I wouldn't say this was a big problem in the end.

**What problems is Bright Data solving and how is that benefiting you?**

We are using Bright Data to bypass bot protection mechanisms on websites to access publicly available data. Instead of trying to build our own infrastructure around that we have been using the Web Unlocker API and the Browser API by Bright Data to achieve that.

  ### 13. Great First Impressions So Far

**Rating:** 5.0/5.0 stars

**Reviewed by:** Adrien E. | Expert en automatisation | Gain de temps &amp; productivité, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 02, 2026

**What do you like best about Bright Data?**

I'm trying the tool for the moment. But it seem easy to use and easy to implement. The support has been very quick and professional. Thanks to them

**What do you dislike about Bright Data?**

Nothing, it's the beginning for me. I'm testing the tool

**What problems is Bright Data solving and how is that benefiting you?**

It was the first connection

  ### 14. Intuitive Interface and Outstanding Customer Support

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.)

**Reviewed Date:** June 10, 2026

**What do you like best about Bright Data?**

The interface and their customer support

**What do you dislike about Bright Data?**

Hard to know how much credits will be used per data scraper

**What problems is Bright Data solving and how is that benefiting you?**

For my research assistant job

  ### 15. Managed Scraper Infrastructure that Just WORK!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Legal Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** July 23, 2025

**What do you like best about Bright Data?**

Bright Data provides APIs and infrastructure that simplify building modern webscrapers. They've already thought through proxys, CAPTCHAs, browser fingerprinting... all of the things that are time consuming and a major hassle to build and maintain yourself. Their team is wonderful to work with, super responsive, and helped us get our code adapted to their API in short order.  In a matter of hours, we were able to deploy a dramatically improved workflow and data collection process, all without having to build and maintain dozens of different packages or plugins!

**What do you dislike about Bright Data?**

We have yet to encounter a downside to working with Bright Data. It has far surpassed our expectations. The only regret our team has is waiting so long to give their platform a try!

**What problems is Bright Data solving and how is that benefiting you?**

We rely on publicly available US government data to provide insights and analysis on immigration court for asylum seekers across the country. This data changes regularly and requires individual scrapes for each case we are tracking. Bright Data helps automate the scraping process by providing all of the needed infrastructure for modern web scraping in a single API.

  ### 16. An excellent way to obtain data for research

**Rating:** 5.0/5.0 stars

**Reviewed by:** Elad Y. | Professor of Computer Science, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 30, 2025

**What do you like best about Bright Data?**

I used one of their prepared datasets through their academic collaboration program (Bright Initiative). 
It was easy to find the dataset in their catalog, understand its format, figure out how to query for the right cut of the data that I needed, and finally to download it. 
Overall, it's an excellent way to obtain publicly available data, without having to worry about crawling, formatting, etc.

**What do you dislike about Bright Data?**

Nothing really major, but it's important to realize that it's better to download a larger dataset than several smaller ones, as the pricing isn't entirely linear.

**What problems is Bright Data solving and how is that benefiting you?**

I use data for my research, and it is difficult to collect these data by myself.

  ### 17. Vast Data Selection with a Great UI

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.)

**Reviewed Date:** February 23, 2026

**What do you like best about Bright Data?**

Vast array of data and great UI and features.

**What do you dislike about Bright Data?**

Only issue was saving a query string during prototyping.

**What problems is Bright Data solving and how is that benefiting you?**

Access to recent social media posts supporting academic projects and research using natural language processing and machine learning.

  ### 18. Structured, Granular Data Extraction with Fast, Helpful Support

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 03, 2026

**What do you like best about Bright Data?**

The extracted data was very structured and granular. The customer support was very helpful and replying very quickly

**What do you dislike about Bright Data?**

while using scrapper i did get some errors sometimes

**What problems is Bright Data solving and how is that benefiting you?**

I’ve used the scraper, and it was fast and accurate for a good price. I also liked that I didn’t have to write the scraper myself.

  ### 19. Excellent Value and Seamless Integrations with Top-Notch Support

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jhonnatthan A. | Desenvolvedor web, Small-Business (50 or fewer emp.)

**Reviewed Date:** November 14, 2025

**What do you like best about Bright Data?**

Good value for the services, integration with various tools, and excellent support.

**What do you dislike about Bright Data?**

​The documentation for an MCP tool consumed some of my time, but the support staff readily clarified my questions.

**What problems is Bright Data solving and how is that benefiting you?**

Workflow automation that enables a greater focus on other activities.

  ### 20. Easy to Use and Highly Customizable

**Rating:** 4.5/5.0 stars

**Reviewed by:** Franco M.

**Reviewed Date:** December 15, 2025

**What do you like best about Bright Data?**

I use Bright Data for scientific research and I like the ease of use and customization. I also find that the initial setup was very simple.

**What do you dislike about Bright Data?**

They could improve the explanation of the tools they have available. Many are very good and could be made more visible.

**What problems is Bright Data solving and how is that benefiting you?**

I use Bright Data to automate the scraping of various sources in scientific research projects.

  ### 21. Absolutely Love This Software!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Matthijs M. | Associate Professor, Mid-Market (51-1000 emp.)

**Reviewed Date:** November 02, 2025

**What do you like best about Bright Data?**

Bright data is really useful. The support was great and swift, the data collection seamless. It was really easy to set up a simple API that returned social media data from several platforms. I would definitely recommend the tool for data collection.

**What do you dislike about Bright Data?**

I did not see any downsides on the software.

**What problems is Bright Data solving and how is that benefiting you?**

I needed data collection from social media for an academic project, and Bright Data allowed me to do so in a very quick, efficient and simple way.

  ### 22. Bright Data Delivers Beyond Expectations

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Computer & Network Security | Small-Business (50 or fewer emp.)

**Reviewed Date:** August 21, 2025

**What do you like best about Bright Data?**

There are countless great things about Bright Data. Namely, the proxies are simple to use and integrate seamlessly into Python code.  In addition, Bright Data provides extensive documentation for setting up and using each of their proxy offerings. The BrightAI chat is incredibly helpful with answering technical questions.

**What do you dislike about Bright Data?**

Everything is seamless and easy to use, leaving nothing to dislike.

**What problems is Bright Data solving and how is that benefiting you?**

Our research team has developed a tool that mimics end users to automate queries of ISP interfaces and extract advertised broadband availability, speed tiers, and pricing data at street-address granularity. To avoid originating all queries from a single non-residential IP address, we leverage a pool of IPs provided by Bright Initiative—the non-profit branch of Bright Data that supports academic and nonprofit projects with free access to data scraping tools. However, the initial version of this tool lacked robustness and extensibility: it frequently broke when ISPs updated their websites and required significant manual effort to integrate new ISPs.

To address these limitations, we built an ML-based data collection platform that queries ISP web interfaces using residential street addresses and extracts data on service availability, quality, and pricing. Bright Data’s pro-bono credits have been instrumental in this effort, enabling us to incorporate new ISPs into the framework and test the system at scale by running large volumes of address queries. BQT+ has already been applied in several policy evaluation studies, including an independent assessment of broadband availability, quality, and affordability in areas targeted by the $42.45 billion BEAD program.

Bright Data’s proxy infrastructure—especially its Web Unlocker—has been critical to scaling up data collection. Without it, we could not reliably run queries at scale on ISP websites protected by CAPTCHAs, many of which present captcha challenges that the Web Unlocker helps circumvent.

  ### 23. Bright Data Makes Seamless Scraping Effortless

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Non-Profit Organization Management | Mid-Market (51-1000 emp.)

**Reviewed Date:** January 26, 2026

**What do you like best about Bright Data?**

Bright Data is extremely useful for seamlessly scraping web data!

**What do you dislike about Bright Data?**

I don't dislike anything about Bright Data.

**What problems is Bright Data solving and how is that benefiting you?**

Bright Data makes scraping extremely easy, and helps bypass common challenges researchers face when scraping themselves.

  ### 24. Saving precious time and manual work by utilizing the no-code Web Scraper API for social media

**Rating:** 5.0/5.0 stars

**Reviewed by:** Daniel P. | Academic Researcher, Enterprise (> 1000 emp.)

**Reviewed Date:** March 16, 2025

**What do you like best about Bright Data?**

With a limited amount of technical data in scraping, I found that the no-code scrapers were very helpful and exactly what I needed to focus on my work. The amount of time that it saved me is now invested in continuing my research and analyzing a much larger dataset that would have taken me months to collect.
I am now able to fully control my collection with many self service options on their platform, enabling me to collect that data for my research for the next two-months at ease. After the first few snapshots collected, I received a clean dataset as a CSV file where I am now able to analyze with my team.

Something important to note as an academic researcher is the data collection integrity and methods, therefore I was happy to learn about their ethical approach regarding their data collection. Knowing that they are compliant with the GDPR and CCPA was very helpful for our team when presenting the methods of our data collection to our professors. Bright Data's "Trust Center" page was very informative and addressed may of our questions regarding the ethical aspect of scraping as we were slightly hesitant as we are less familiar with such technologies.

**What do you dislike about Bright Data?**

I think that having a no-code data collection from social media was exactly what we needed so I'm not quite sure if I have something to dislike.
The team was very helpful and and addressed all of our questions.

**What problems is Bright Data solving and how is that benefiting you?**

As a less technical researcher, Bright Data solved a lot of manual work and precious time collection posts from social media for our research. 
This not only saved us time, but also granted us a larger scale of information and structured it to a CSV file with all the needed meta data including additional information that we didn't know we can get.

  ### 25. Easy to Use with Outstanding Customer Service

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.)

**Reviewed Date:** April 27, 2026

**What do you like best about Bright Data?**

Easy to use and very good customer service

**What do you dislike about Bright Data?**

Nothing so far. Will say so if something comes up

**What problems is Bright Data solving and how is that benefiting you?**

Proxy service for data collection

  ### 26. Outstanding Support and Exceptional Service!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Murat T. | Lecturer, Enterprise (> 1000 emp.)

**Reviewed Date:** March 05, 2025

**What do you like best about Bright Data?**

Outstanding Support and Exceptional Service

We had an exceptional experience collaborating with Bright Data for our university project. From start to now, their service quality and the dedication of their team exceeded our expectations. Not only did they provide us with valuable data, but they also supported us financially, demonstrating their commitment to fostering academic and professional growth.

A special thank you to our account managers, Mr.Daniel Piaskowski  and Mr. Alp Baruch, for their unwavering support, responsiveness, and professionalism. Their guidance and dedication played a crucial role in the success of our project.

We truly appreciate their efforts and highly recommend Bright Data to anyone seeking a reliable and supportive business partner.

**What do you dislike about Bright Data?**

There is nothing I can say negatively about the company and the product. They really do their job very quickly and practically. The suggestions they gave us eased our budget and changed our perspective.

**What problems is Bright Data solving and how is that benefiting you?**

We chose the product for data extraction and proxy use.

  ### 27. Reliable proxies and great experience with Bright Data

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.)

**Reviewed Date:** September 15, 2025

**What do you like best about Bright Data?**

I’ve been using Bright Data’s data center and ISP proxies for a large-scale data collection, and they’ve been working very well. The ISP proxies are very reliable and easy to integrate into my workflow.
The platform itself is very intuitive, and the resources provided made it easy to learn and get started quickly. 
In addition, their customer service has been really excellent, always quick to respond and very helpful whenever I had questions.
Overall, it's definitely worth recommending.

**What do you dislike about Bright Data?**

I don’t have any negative feedback to give.

**What problems is Bright Data solving and how is that benefiting you?**

A large-scale web data collection.

  ### 28. Bright Data Makes Data Extraction Effortless and Reliable

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Non-Profit Organization Management | Small-Business (50 or fewer emp.)

**Reviewed Date:** December 12, 2025

**What do you like best about Bright Data?**

Bright Data's tools have enabled our software contractors to quickly add high quality data. Their rotating IP and post extractor services have made our extraction process easier and better. Their team is also easy to communicate with and responsive!

**What do you dislike about Bright Data?**

For all the tools we have used, we have yet to hit an issue.

**What problems is Bright Data solving and how is that benefiting you?**

Bright Data easily abstracts and implements rotating IPs which helps us for content extraction at scale. Bright Data's post extraction tools are easy to use and experiment with.

  ### 29. Databricks for Good: Virtue Foundation

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Non-Profit Organization Management | Small-Business (50 or fewer emp.)

**Reviewed Date:** December 20, 2025

**What do you like best about Bright Data?**

We use bright data via the bright initiative. The product is robust, scales very well, and provides simple APIs that meet our needs. The contacts at the bright initiative have been tremendously responsive and supported our mission from start to finish!

**What do you dislike about Bright Data?**

Bright data exposes API keys very easily, which would pose a security concern if we had a credit card attached to the account. They don't provide fine-grained permissioning either.

**What problems is Bright Data solving and how is that benefiting you?**

We are scraping advanced medical data.

  ### 30. Great product, strong technical support and super useful web-scraping tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sam C. | Researcher, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 15, 2025

**What do you like best about Bright Data?**

Bright Data offers truly excellent technical products and customer support, for many use cases around accessing valuable web data. The technology behind it seems amazing to me, and my needs were met perfectly with infrastructure that is easy to use and code that is easy to write. The customer support was also very timely and excellent. Whenever I emailed them with a technical question, they always replied promptly with answers that solved my exact problem. They also provide financial support to impact-driven research that use their tools, and aim to be a force for societal good.

**What do you dislike about Bright Data?**

I like everything about using Bright Data.

**What problems is Bright Data solving and how is that benefiting you?**

Bright Data helped me with data collection for my research. It helped me solve technical challenges in collecting web data that no other company has been able to.

  ### 31. The Leader in Scraping

**Rating:** 5.0/5.0 stars

**Reviewed by:** Connor V. | CEO, Small-Business (50 or fewer emp.)

**Reviewed Date:** May 15, 2025

**What do you like best about Bright Data?**

How easily it works, we spend years trying to build our own collectors with mixed results. They're adding new code and no-code prebuilt collectors which make the work so simple.

**What do you dislike about Bright Data?**

We needed to outsource collector creation to a partner company in order to own the code, having Bright Data build it for us would have been ideal, but we would not have been able to own the scripts.

**What problems is Bright Data solving and how is that benefiting you?**

We have a complex and robust operation of collecting information from various sites simultaneously. This was not easy to develop ourselves, but Bright Data makes it super easy to build and maintain collectors that simply work as expected.

  ### 32. Immediate attention to the issue and fast resolution

**Rating:** 5.0/5.0 stars

**Reviewed by:** Nenad D. | software engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** November 18, 2021

**What do you like best about Bright Data?**

Responsible provider, the team is highly knowledgeable, and customer support is direct and well organized

**What do you dislike about Bright Data?**

dashboard login procedure recently became tedious and repetitive (i.e. can't keep a long session), often asked for 2nd level confirmation, keep receiving emails about "new login", although I always log in from my main machine

**What problems is Bright Data solving and how is that benefiting you?**

Collecting publicly available data from the web.

  ### 33. BrightData provides quality services, works faster and more efficiently than competitors.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Алексей . | Software developer, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 05, 2025

**What do you like best about Bright Data?**

I would like to share my positive experience of working with BrightData. This is a truly outstanding company that provides high-quality services at a high level. I was pleasantly surprised not only by the speed of their work, but also by the impeccable quality of service. They always find solutions faster and more efficiently than their competitors, which certainly makes them leaders in the market.

I would like to separately note the work of the support service. They are very responsive, always ready to help and promptly resolve any issues. This creates a feeling of confidence and trust that you can build long-term relationships with such a company.

I recommend BrightData to anyone looking for a reliable and professional partner.

**What do you dislike about Bright Data?**

No critical events were observed.
Of the non-critical ones: "empty" answers cost the same as filled ones

**What problems is Bright Data solving and how is that benefiting you?**

Easy access to public data
Saving time on automation
Ease and clarity in working with external services
Process logging

  ### 34. We finally got our data collection under control

**Rating:** 4.5/5.0 stars

**Reviewed by:** Larissa M. | Proxy Network Engineer, Computer Software, Small-Business (50 or fewer emp.)

**Reviewed Date:** April 21, 2025

**What do you like best about Bright Data?**

High quality and scalable data collection is what Bright Data brings the table. Its proxy network is so robust that using it to bypass geo restrictions is more than seamless. For instance, if a website you want to scrape is accessible only in a given country, Bright Data is an excellent choice. Another standout piece is the integration features that the tool has – they are easy to integrate with several tools and platforms.

**What do you dislike about Bright Data?**

While it’s priced a bit steep for small businesses or individual use users. It would be nice if we could get something other pricing tiers or discounts if it’s for long term. Further, some of the more advanced features are steep to learn. The basic functionalities are easy to use, but customizing the deeper options takes some bit of time. However, the documentation is fortunately quite comprehensive, but could use some more beginner friendly tutorials.

**What problems is Bright Data solving and how is that benefiting you?**

Before using Bright Data, the process of gathering data from various sources was tedious and time consuming. I had to manually setup proxies and get frequently IP banned. Bright Data is all in order now. With the automated proxy management, data collection does not go into hiatus. It is not only made my life easier because it has made my productivity much better, it has helped me better concentrate to analyze the data instead of thinking about technical issues.

  ### 35. Essential Tool with Perfect Data and Stellar Service

**Rating:** 5.0/5.0 stars

**Reviewed by:** Shay Y.

**Reviewed Date:** September 14, 2025

**What do you like best about Bright Data?**

I appreciate Bright Data’s ability to seamlessly scrape LinkedIn data, which is notoriously challenging to collect. Their data scraping capabilities are perfect for my research needs. Setting up their services was straightforward, integrating easily with our AWS infrastructure. I also value the approachable and supportive customer service. Additionally, the frequency at which they scrape data fits my requirements perfectly.

**What do you dislike about Bright Data?**

Nothing

**What problems is Bright Data solving and how is that benefiting you?**

Bright Data simplifies scraping LinkedIn data, supports our research, and provides timely data collection, enhancing my nonprofit's operations.

  ### 36. Excellent Support and Collaboration, but Platform Coverage Could Improve

**Rating:** 3.5/5.0 stars

**Reviewed by:** Jonathan J. | Analyst, Small-Business (50 or fewer emp.)

**Reviewed Date:** December 03, 2025

**What do you like best about Bright Data?**

Great points of contact (Keshet & Ellen)! Very communicative and collaborative.

**What do you dislike about Bright Data?**

Some platform collection results seem to be a bit limited: X and LinkedIn

**What problems is Bright Data solving and how is that benefiting you?**

Access to social media data as platforms increasingly move to close down access

  ### 37. Complete Scraper Mode Makes All the Difference

**Rating:** 5.0/5.0 stars

**Reviewed by:** YING L. | PhD Candidate, Small-Business (50 or fewer emp.)

**Reviewed Date:** December 18, 2025

**What do you like best about Bright Data?**

Complete mode for ths scrapers and also provide research partner

**What do you dislike about Bright Data?**

I do not have anything that dislike about bright data

**What problems is Bright Data solving and how is that benefiting you?**

Parse the data as the location in UK

  ### 38. Reliable proxy network with flexible options

**Rating:** 4.5/5.0 stars

**Reviewed by:** Neil S. | Data Acquisition Manager, Mechanical or Industrial Engineering, Small-Business (50 or fewer emp.)

**Reviewed Date:** April 06, 2025

**What do you like best about Bright Data?**

What I like most in Bright Data is stable of its proxy network that helps us collect data that we need without interruptions. Access can thus be retrieved consistently, and the firewall which enables this, ensures that automatic IP rotation to keep moving to a new IP address. Residential and mobile proxies come in different variety for different data gaining necessities. I also consider their commitment to ethical practices to make sure we continue complying. When speed is the main thing, their pre organized data sets are perfect.

**What do you dislike about Bright Data?**

The main drawback of Bright Data is the cost, especially for high traffic project. Usage of proxy can increase quickly and some features are locked to more expensive tiers. The service is reliable but some sites will still detect and block you from accessing them. Unfortunately, the dashboard is clunky packed features at first. Also, it takes a bit of trial and error to set up the right configurations, however, this can slow down first workflows.

**What problems is Bright Data solving and how is that benefiting you?**

Being able to access publicly available information has made competitive research much more efficient with Bright Data. This means we can obtain data in hours in the fraction of the time it would’ve taken before. Having the ability to source pricing for product, the sentiment of our customer, and industry trends has massively affected our business strategy. It also ensures that ethical data collection is complied with, which is largely important for trust building. This has freed up time for more in depth analysis of the information.

  ### 39. Incredible amount of Data

**Rating:** 5.0/5.0 stars

**Reviewed by:** Tom C. | Founder, Small-Business (50 or fewer emp.)

**Reviewed Date:** January 20, 2025

**What do you like best about Bright Data?**

As we're working in a space trying to democratise access to carbon emissions data, we were welcomed onto the Bright data initiative. It gave us free access to their data sets and tools which we have been able to harness and push our mission forward. 

What is incredible is the amount of data they can handle and surface so quickly, and the breadth of their data collection is almost unfathomable.

Their onboarding was incredible, we always had a dedicated person we could speak to about our needs, and even for some niche requirements in data sets our queries were listened to and data sets enriched in real time for us.

**What do you dislike about Bright Data?**

Not much to dislike at all about Bright Data, they've been really great to work with.

**What problems is Bright Data solving and how is that benefiting you?**

Their data has helped us identify companies that should be reporting carbon emissions under UK and EU reporting directives. We have then been able to deploy our proprietary tools to search for carbon emissions they might have publicly declared.

  ### 40. Reliable way to collect structured market insights

**Rating:** 4.0/5.0 stars

**Reviewed by:** Bernard P. | Competitive intelligence specialist, Information Technology and Services, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 27, 2025

**What do you like best about Bright Data?**

Regarding how Bright Data effectively extracts structured details from several sources, that’s one of the best features. It helps us to keep an eye on competitor pricing and fluctuations of the inventory, gaining a clearer view of industry trends. This saves the time of collecting information manually and helps us to focus on analysis. One of the advantages is that it permits making changes of search parameters each time required, so that the information collected stays important and actually contemporary.

**What do you dislike about Bright Data?**

The downside of Bright Data is that request completion is not always consistent. The system is usually reliable, but there are times it gets interrupted so there needs to be some adjustment, and it delays progress a little. It also suffers from the disadvantage of cost variability whereby charge is dependent on the number of requests made. It needs careful tracking of usage to not exceed the budget. The service is useful but comes with an additional effort to optimize the process in terms of efficiency with minimum expenditure.

**What problems is Bright Data solving and how is that benefiting you?**

Bright Data has changed how we obtained market insights from what was a slow, manual process. Instead of wasting hours amassing info and sources, now we get the data structured that aids us in taking quicker business decisions. This gave us more ability to monitor competitor behaviour, alter pricing strategies and respond to changes in demand. Because we have been able to reduce the manual research, we have been able to spend more time doing with insights, rather than gathering them.

  ### 41. Good product overall

**Rating:** 4.5/5.0 stars

**Reviewed by:** Alexey Z. | Software Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** September 19, 2025

**What do you like best about Bright Data?**

Fast proxy
Low prices
Exceptional Support

**What do you dislike about Bright Data?**

Some things do not work as expected but support can help with that

**What problems is Bright Data solving and how is that benefiting you?**

Web scraping and google proxy provider.

  ### 42. This software transformed our approach to data extraction

**Rating:** 4.0/5.0 stars

**Reviewed by:** Sara M. | Business Intelligence Specialist, Information Technology and Services, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 17, 2025

**What do you like best about Bright Data?**

The data collection automation features of Bright Data represent the best available solution as manual data collection proves to be very labor-intensive. The system enables the extraction of data from multiple online resources automatically without requiring continuous human interaction. The automation feature has created free time for our main operational work. The collected data achieved high reliability and consistency which became sufficient for making decisions along with tracking market trends.

**What do you dislike about Bright Data?**

Bright Data provides access to most sites but our team has encountered restricted access to specific websites. Data scraping operations encounter active website restrictions that prevent our process from functioning. Your time will be diverted to handle issues along with finding workarounds to deal with them. The process becomes an additional difficulty that reduces software efficiency because of its unnecessary nature.

**What problems is Bright Data solving and how is that benefiting you?**

The data collection problem has been resolved through Bright Data solutions which eliminate slow and unproductive processes. The implementation of Bright Data eliminated our previous need to manually gather data from multiple sources because it established an efficient system that retrieves the required data quickly and precisely. The tool has freed up several hours of logistical work which allowed us to dedicate those hours into developing our strategic approach. The efficiency enhancement through Bright Data resulted in substantial productivity growth while decision making relies on real-time factual information.

  ### 43. Great Service and Outstanding Support

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.)

**Reviewed Date:** February 24, 2026

**What do you like best about Bright Data?**

great service and support from the platform

**What do you dislike about Bright Data?**

a bit limited in terms of dataset; western dataset only

**What problems is Bright Data solving and how is that benefiting you?**

research

  ### 44. Exceptional Data Quality and Outstanding Support

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.)

**Reviewed Date:** November 27, 2025

**What do you like best about Bright Data?**

They have great data (if you're interested in specific data). They were extremely flexible with us and supported us through the process of extracting the data.

**What do you dislike about Bright Data?**

Took a bit (but just a bit) to get used to the interface. The pricing scheme is not always clear but they are very responsive so they answered quickly.

**What problems is Bright Data solving and how is that benefiting you?**

Getting good and rich data ethically.

  ### 45. Extremely Disappointed – Unprofessional and Poor Communication

**Rating:** 0.0/5.0 stars

**Reviewed by:** Red K. | Founder, Small-Business (50 or fewer emp.)

**Reviewed Date:** April 03, 2025

**What do you like best about Bright Data?**

Nothing, absolutely nothing. Wasting my time only.

**What do you dislike about Bright Data?**

I had an incredibly frustrating experience with Bright Data. I was flagged for no reason whatsoever, despite not even having used the service. To make matters worse, a scheduled Google Meet was canceled without any prior notice or explanation.

This level of mismanagement and lack of communication is completely unacceptable. If this is how they handle basic coordination, I can’t imagine how they deal with more important matters. I would not recommend relying on them if you expect professionalism and accountability.

Avoid if you value your time.

**What problems is Bright Data solving and how is that benefiting you?**

Absolutely  not solving anything.

  ### 46. Customer Service is Top Notch

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Events Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** February 19, 2025

**What do you like best about Bright Data?**

For someone who works in customer service and deals with a lot of people from different backgrounds, I must admit that their customer service is hands down. 
From the beginning call of the account manager who tried to figure out my needs to the fact that once I started using the account and had a few questions, when using the product, I got aligned to someone in support (Adam), who right from the beginning helped me every step of the way. Set up a call to solve the last questions and got everything solved. It's not immediate to have this kind of assistance, I know as I've been testing quite a few systems lately, and they really are great. I highly recommend them and this is something I don't usually do.  Keep it up you guys!

**What do you dislike about Bright Data?**

Right now, nothing. They are currently working on implementing more scraping options and that's all one can ask for. Looking forward to seeing what else they will be able to come up with in the future.

**What problems is Bright Data solving and how is that benefiting you?**

LinkedIn multiple posts from companies and people. When working with big data (1k) manually is a lot of work. This way it checks it and I just extract what I need. Works for me.

  ### 47. 🚨 Avoid at All Costs – Worst 2FA Nightmare

**Rating:** 0.0/5.0 stars

**Reviewed by:** Julien G. | Chief Executive Officer, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 10, 2025

**What do you like best about Bright Data?**

Honestly, almost nothing. Their service is more of a burden than a solution.

**What do you dislike about Bright Data?**

Bright Data’s 2FA system is a complete disaster. Logging in can take days, leaving paying users locked out with zero access. Their customer support is useless—ignoring complaints, offering no real solutions, and showing no urgency. It’s absurd how a company that provides data services can’t even manage a functional login system. This isn’t just frustrating; it’s outright negligence. If they refuse to fix basic access issues, why should anyone trust them with their data?

**What problems is Bright Data solving and how is that benefiting you?**

Instead of solving problems, Bright Data is creating them. Their broken 2FA system locks users out for days, rendering their services completely useless. Any potential benefits are erased by the sheer frustration of simply trying to log in. A platform that makes access this difficult is more of a liability than a solution.

  ### 48. Really really good customer support

**Rating:** 5.0/5.0 stars

**Reviewed by:** Shamal D. | ML Engineering Lead, Small-Business (50 or fewer emp.)

**Reviewed Date:** July 16, 2025

**What do you like best about Bright Data?**

Was working on the API for tiktok scrapper and was having some issues. Opened up a support ticket and within in about 2 hours was able to solve issue with the team. They were super professional and was extremly polite ( something lacking in tech support these days )

**What do you dislike about Bright Data?**

No issue so far. All of their services seems to work as advertised

**What problems is Bright Data solving and how is that benefiting you?**

Data extraction on social media was really difficult for us - brigthdatas scrapers helped massively

  ### 49. Awesome service and support

**Rating:** 5.0/5.0 stars

**Reviewed by:** Dmitry S. | Project Manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** May 05, 2025

**What do you like best about Bright Data?**

I was really impressed by the quality and stability of the service.
The Support team was responsible and helped to clarify all my documentation questions.
I will use BrightData for all our upcoming projects, and of course will recommend it to my new customers.

**What do you dislike about Bright Data?**

Everything was good. Of course, I had some questions about functionality initially, but support team helped me on those.

**What problems is Bright Data solving and how is that benefiting you?**

In Data Extraction area usually I had a problem with stability of instruments, since you need to maintain everything to be up-to-date. So, if it is possible to outsource that to someone who can make it good and professionally - that is really helpful.

  ### 50. =Strong features but weak documentation

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Logistics and Supply Chain | Enterprise (> 1000 emp.)

**Reviewed Date:** April 18, 2025

**What do you like best about Bright Data?**

Provide strong features. It really helps collecting data.
In-time customer support. Big thanks to Adam Rashbi Izrailov for his expertise and patience!

**What do you dislike about Bright Data?**

1. Some document is outdated like the best practice section, wait_any() can't set timeout, the advanced usage of wait() for multiple elements.
2. The document is insufficient to help developers to solve complicated cases like collecting data from multiple stages. Looks like it can only run all the stages serially. There is no way to collect the data of all the children stages in the root stage.
3. Not easy to debug for multiple stages. The only way to test multiple stages is Initiate Mannually. But it doesn't provide any run logs.
4. Can't jump to output schema in the Code editor page.
5. Not easy to check the mismatched part between the result and output schema.
6. Not able to detect captcha automatically as described in the document. It needs to check the captcha object manually for sometime.

**What problems is Bright Data solving and how is that benefiting you?**

Collecting data.


## Bright Data Discussions
  - [VERY EASY](https://www.g2.com/discussions/very-easy) - 1 comment, 1 upvote
  - [Is Brightdata com legit?](https://www.g2.com/discussions/bright-data-is-brightdata-com-legit) - 1 comment
  - [Is Brightdata com legit?](https://www.g2.com/discussions/is-brightdata-com-legit) - 1 comment
  - [What is bright data offer?](https://www.g2.com/discussions/bright-data-what-is-bright-data-offer) - 1 comment
  - [What is bright data offer?](https://www.g2.com/discussions/what-is-bright-data-offer) - 1 comment

- [View Bright Data pricing details and edition comparison](https://www.g2.com/products/bright-data/reviews?page=2&section=pricing&secure%5Bexpires_at%5D=2026-07-14+01%3A59%3A04+-0500&secure%5Bsession_id%5D=8bf44c6e-6813-42bc-b7f4-472c766340e8&secure%5Btoken%5D=34c3cae2361c0472f86cc92f53bde3106b9cff41ead41f70a420004ed6f7378c&format=llm_user)
## Bright Data Integrations
  - [Claude](https://www.g2.com/products/claude-2025-12-11/reviews)
  - [Claude](https://www.g2.com/products/anthropic-claude/reviews)
  - [crewAI](https://www.g2.com/products/crewai/reviews)
  - [Databricks](https://www.g2.com/products/databricks/reviews)
  - [Django](https://www.g2.com/products/django/reviews)
  - [Docker](https://www.g2.com/products/docker-inc-docker/reviews)
  - [GetSales](https://www.g2.com/products/getsales/reviews)
  - [Google Cloud AI Infrastructure](https://www.g2.com/products/google-cloud-ai-infrastructure/reviews)
  - [Housecall Pro](https://www.g2.com/products/housecall-pro/reviews)
  - [Kubernetes](https://www.g2.com/products/kubernetes/reviews)
  - [LangChain](https://www.g2.com/products/langchain-langchain/reviews)
  - [Llamaindex](https://www.g2.com/products/llamaindex-llamaindex/reviews)
  - [Make](https://www.g2.com/products/outfit-make/reviews)
  - [MongoDB](https://www.g2.com/products/ibm-mongodb/reviews)
  - [n8n](https://www.g2.com/products/n8n/reviews)
  - [Openai](https://www.g2.com/products/openai/reviews)
  - [Playwright](https://www.g2.com/products/playwright/reviews)
  - [Python](https://www.g2.com/products/python/reviews)
  - [Redis 2.0 Cockpit](https://www.g2.com/products/redis-2-0-cockpit/reviews)
  - [Snowflake](https://www.g2.com/products/snowflake/reviews)
  - [Zapier](https://www.g2.com/products/zapier/reviews)

## Bright Data Features
**Functionality**
- Diverse Extraction Points
- Data Structuring
- Consolidation
- Cloud Extraction

**Analytics**
- Reports
- Dashboard
- Web Analytics
- Campaign Tracking
- Customer Demographics
- Predictive Analytics

**Proxies**
- Datacenter Proxies
- Static Proxies
- Mobile Proxies

**Data management**
- Data repository
- Natural Language Processing (NLP)
- Data quality
- Automation
- Data structuring

**Administration**
- Data Storage
- A/B Testing
- Integrations

**Functionality**
- Proxy Rotation
- Server Locations
- Traffic Limits
- Data Collection

**Functionality**
- Customized Datasets
- Customer support
- Real-time data
- Complete datasets
- Compliance
- Plug-ins

**Diverse Extraction Points**
- Diverse Extraction Points

**Administration**
- Proxy Management
- Proxy Routing
- Dashboards & Reporting

**Generative AI**
- AI Text Generation

**Agentic AI - E-Commerce Analytics**
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Proactive Assistance
- Decision Making

## Top Bright Data Alternatives
  - [Decodo (formerly Smartproxy)](https://www.g2.com/products/decodo-formerly-smartproxy/reviews) - 4.6/5.0 (639 reviews)
  - [Oxylabs](https://www.g2.com/products/oxylabs/reviews) - 4.5/5.0 (422 reviews)
  - [Apify](https://www.g2.com/products/apify/reviews) - 4.7/5.0 (532 reviews)

