--- title: Bright Data Reviews meta_title: 'Bright Data Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 340 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: 340 scale: '5' date_modified: '2026-08-14' 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:** 340 ## 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 the **excellent customer support** from Bright Data, ensuring smooth and efficient experiences throughout their usage. (48 reviews) - Users commend Bright Data for its **ease of use** , allowing effortless data scraping and integration for research purposes. (40 reviews) - Users value Bright Data for its **reliable and efficient data collection** services, enhancing their workflow with excellent support. (37 reviews) - Users appreciate the **seamless data collection** capabilities of Bright Data, enhancing research efficiency and decision-making. (33 reviews) - Users value the **quick response time** from Bright Data's support team, ensuring prompt solutions and assistance. (28 reviews) - Features (26 reviews) - Performance (22 reviews) - Easy Integrations (21 reviews) - Easy Setup (20 reviews) - Reliability (20 reviews) **What users dislike:** - Users find Bright Data's **dataset limitations** and lack of pre-made frameworks hindered their scraping experience and flexibility. (10 reviews) - Users find Bright Data to be **expensive** , particularly challenging for smaller teams and budget-conscious projects. (8 reviews) - Users face a significant **learning difficulty** with Bright Data due to insufficient documentation and debugging challenges. (8 reviews) - Users express concerns over **high pricing** of Bright Data, especially for smaller teams and high traffic projects. (8 reviews) - Users find the **difficult learning** curve and insufficient documentation challenging, affecting their overall experience with Bright Data. (7 reviews) - Users experience a **slight learning curve** with Bright Data, requiring time to adapt to the interface and proxies. (6 reviews) - Users express frustration with **poor customer support** , highlighting unresponsiveness and mismanagement in handling critical access issues. (6 reviews) - Users find the **poor documentation** challenging, although support staff help clarify some issues promptly. (6 reviews) - Poor Support Services (6 reviews) - Slow Performance (6 reviews) ## Bright Data Reviews ### 1. Bright Data’s Versatile Tools and Easy UI Facilitate Research **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** February 25, 2026 **What do you like best about Bright Data?** Bright Data offers a variety of tools that help with a wide range of challenges. We’ve found that when we run into an unexpected problem, Bright Data already has a tool or resource that can address it directly. The UI is also easy to use, and there are plenty of guides that walk us through using new tools or approaches we may not have tried before. The customer service has also been great. Our questions are answered promptly and fully, and our representative is easy to talk with. **What do you dislike about Bright Data?** Sometimes it’s hard to know which tool or process is the best solution for a given challenge, because there’s so much to sort through. In many cases, several tools could address our problem, but we don’t really know the most effective route until we’ve tried a couple of options. There are plenty of guides on how to use the tools, but there’s much less guidance on choosing the right tool in the first place. Additionally, when downloading a large snapshot it will ask you to try again in 10 seconds but in reality you will need to wait 30 minutes or more to download the snapshot. A better time estimate or an actual timer of when the snapshot is ready would be appreciated. **What problems is Bright Data solving and how is that benefiting you?** We are a research institute and our lifeblood is data. Current, accurate, and readily available information is essential to our work. Pre-assembled datasets that reflect up-to-date conditions can be difficult to obtain, yet impactful research that informs policymakers and the public must be both timely and accurate. Bright Data allows us to collect data from live websites, so we can build our own datasets with current information for relevant analysis. In addition, Alaska-specific datasets are very rare due to the state’s small population, the challenges of collecting data across geographically remote areas, and the relatively slow adoption of digitalization. Only within the last 10 years or so has much of Alaska begun to develop a digital footprint, and these valuable data are necessary for Alaskan communities and leaders to make informed decisions. Bright Data enables us to gather the latest data and create unique datasets that benefit our communities. ### 2. Easy-to-Use APIs, Straightforward Setup, and Outstanding Support **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Non-Profit Organization Management | Small-Business (50 or fewer emp.) **Reviewed Date:** February 03, 2026 **What do you like best about Bright Data?** The APIs are easy to use, and the platform is straightforward to set up. It’s also simple to manage and monitor infrastructure day to day. On top of that, the support staff are very friendly, responsive, and helpful whenever I need assistance. **What do you dislike about Bright Data?** The most valuable resources are closely guarded, so users have to provide additional details about their organization and use case before they can access them. That extra hoop can be a bit of a hassle, but it ultimately feels like a small price to pay for the assurance that shared resources aren’t tainted by other users. **What problems is Bright Data solving and how is that benefiting you?** Bright Data's services help our organization source large volumes of publicly available criminal justice and corrections data at scale. Our ultimate goal is to use that data to help people with past convictions restore and exercise their right to vote, and having a reliable way to rotate proxies makes that work more manageable and sustainable. ### 3. Effortless Data Enrichment with Stellar Support **Rating:** 5.0/5.0 stars **Reviewed by:** Shai G. | Small-Business (50 or fewer emp.) **Reviewed Date:** February 21, 2026 **What do you like best about Bright Data?** I used Bright Data to enrich a large dataset of user profiles, and it allowed our team to have better insights on our users and provide a better offering. It's super easy and fast to get results, and they have a great CX team for any questions we had. We're a non-technical team, so the ability to get what we needed quickly and return to focusing on our core offering was awesome. The initial setup was incredibly easy with a super intuitive no-code setup. I would rate Bright Data a 10 out of 10 for recommending it to a friend or colleague. **What do you dislike about Bright Data?** Nothing **What problems is Bright Data solving and how is that benefiting you?** I used Bright Data to enrich a large dataset and gain better insights, improving our service. It's incredibly easy and no-code, which is perfect for our non-technical team to get results fast and focus on core offerings. ### 4. Extensive Dataset Variety with Rich Variables and Strong Customer Support **Rating:** 5.0/5.0 stars **Reviewed by:** Finn D. | Senior Research Associate, Small-Business (50 or fewer emp.) **Reviewed Date:** December 09, 2025 **What do you like best about Bright Data?** They had a variety of datasets to choose from with extensive variables for each. Further, they had strong customer support that was able to help quickly went I encountered download issues. There is also strong built in functionality if you do not want to download files locally. Unlike other real estate data providers, which will sometimes require that you purchase data at a city- or county-level, there are more extensive filtering options to ensure that you don't have to spend money on data that you don't need. **What do you dislike about Bright Data?** This might not be an issue on their side but files are large and difficult to download locally. **What problems is Bright Data solving and how is that benefiting you?** They provide lower-cost solutions for real estate data, making such data available to a broader range of researchers and academics. ### 5. Seamless Setup and Reliable Performance Exceeded Expectations **Rating:** 5.0/5.0 stars **Reviewed by:** Paweł K. | Associate Professor, Enterprise (> 1000 emp.) **Reviewed Date:** December 15, 2025 **What do you like best about Bright Data?** In our experience, we did not encounter any significant downsides. The service was reliable, straightforward to set up, and fulfilled our performance requirements. We did not face any technical or usability problems that would have required workarounds. Integration with data collected through the Google Places API worked smoothly. Customer Support was always accessible and we were encouraged to reach out if necessary, though we never found it needed. **What do you dislike about Bright Data?** In our use case, there were no meaningful downsides. The service behaved predictably, was easy to configure, and met performance expectations. We did not encounter technical or usability issues that would require workarounds. **What problems is Bright Data solving and how is that benefiting you?** Bright Data solved the problem of scalable, reliable collection of public Google Maps data for hospitals in Poland. It removed the need to build and maintain custom scraping infrastructure, handle blocking, or manage proxy rotation. This significantly reduced engineering effort and enabled rapid data acquisition at scale, making large-scale review analysis feasible within tight time constraints. ### 6. Effortless Data Collection with a Responsive Support Team **Rating:** 5.0/5.0 stars **Reviewed by:** Shurui C. **Reviewed Date:** December 01, 2025 **What do you like best about Bright Data?** I appreciate Bright Data's online filtering functions, which make it incredibly easy to assess available data and determine the volume of data we can obtain within a specified budget. The ability to filter data that is most pertinent to our research needs is invaluable, allowing us to focus on the most relevant information. Additionally, being able to save these filters into templates for quick reference enhances our workflow efficiency. I am particularly impressed with how responsive Bright Data is; the quick support they provided was instrumental in helping us obtain desired data promptly. The initial setup of Bright Data was straightforward, with everything being very direct and quick, which greatly facilitated our transition to using their service. **What do you dislike about Bright Data?** The online filtering feature can be slow sometimes due to the amount of data. **What problems is Bright Data solving and how is that benefiting you?** I use Bright Data for dataset collection, especially for filtering relevant data within budget. It simplifies data access and enables the selection of essential information for research projects. ### 7. Exceptional Support and Efficient Functionality **Rating:** 5.0/5.0 stars **Reviewed by:** Eduardo G. **Reviewed Date:** January 18, 2026 **What do you like best about Bright Data?** Bright Data has been crucial for me to avoid issues with accessing websites for my scraping program. The support they provide is top-notch, and I'm really impressed with how their response team handles inquiries—they respond to emails promptly and offer various solutions that have helped me overcome challenges I couldn't tackle on my own. I appreciate how easy the initial setup was, thanks to their comprehensive documentation and the support team's guidance. Pricing is also reasonable compared to market standards, and I value the loyalty I have to Bright Data as it meets my needs perfectly. **What do you dislike about Bright Data?** Cant name the first thing **What problems is Bright Data solving and how is that benefiting you?** I use Bright Data to handle capture blocking, cookie acceptance, and API rotation, enabling seamless access to websites with my bot for scraping travel news. ### 8. Effective Scraping with Browser Integration **Rating:** 5.0/5.0 stars **Reviewed by:** Taofeeq O. | Software Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** October 30, 2025 **What do you like best about Bright Data?** I appreciate how Bright Data simplifies web scraping by integrating a browser-like environment, providing a real-time visual experience, and enabling me to see exactly what I'm scraping. This feature significantly enhances my ability to bypass traditional barriers, such as firewalls and bot protections, without needing to write additional code. The multitasking feature is particularly impressive, allowing me to open multiple tabs and apps simultaneously, which boosts my productivity and efficiency. I am also fond of the session maintenance feature; it conveniently shares sessions across different tabs, which streamlines my workflow. Moreover, I find the support and documentation very helpful. Even when I was initially unfamiliar with the dashboard, the assistance provided made it easy to adapt and leverage Bright Data effectively in an AI-guided environment. Also, the human support was very good and responsive. A gentleman named Omri supported me when I had an issue regarding setting up a scraper. He gave me prompt support and was able to quickly resolve the issue. Top guy. The transition from using other software to Bright Data has been beneficial for managing and running tasks on the cloud without the complications of local setup. **What do you dislike about Bright Data?** A point of frustration is the inability to easily create custom datasets directly, as I did not see a create custom dataset button; I have to search, which seems inefficient. **What problems is Bright Data solving and how is that benefiting you?** I use Bright Data to simplify web scraping, allowing server-to-server communication without extra code, bypassing firewalls, and maintaining sessions. It supports multitasking and provides visual representation, making data scraping more intuitive and efficient. ### 9. A Real Contributor **Rating:** 5.0/5.0 stars **Reviewed by:** Yael A. | Product Operations & Project Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** August 05, 2025 **What do you like best about Bright Data?** I truly appreciate the user-friendly interface and platform. It's incredibly easy to work with, and the team consistently introduces new features and innovations to meet evolving needs and enhance the user experience. The customer service is excellent. The account managers are not only helpful and polite but are also committed to quickly and effectively solving any issues that arise. The datasets themselves are rich and fascinating, offering a great deal of value. **What do you dislike about Bright Data?** My main frustrations are with the platform's session management. The timeout period for a session is quite short, which can be inconvenient. Additionally, logging into the platform using a code doesn't always work smoothly or reliably. Like with any web-based platform, occasional bugs appear in datasets and their exports, as well as in the purchasing process. However, these issues are usually resolved by simply updating the browser session. **What problems is Bright Data solving and how is that benefiting you?** Bright Data provides rich and relevant data that is essential for my daily work, where I verify data I collect on individuals and companies for research, focuses on ecosystem development, and I use the data to study trends and changes. ### 10. Easy to use and great results **Rating:** 5.0/5.0 stars **Reviewed by:** Daiana C. | Researcher, Small-Business (50 or fewer emp.) **Reviewed Date:** October 07, 2025 **What do you like best about Bright Data?** I’ve been using Bright Data for the past year for a research report, and it has been incredibly helpful and indispensable in the process. The proxy network was fast, reliable, and easy to integrate. Even though I don’t have experience with making API calls, the user interface is intuitive and simple to navigate, making the setup seamless. It allowed me to gather the data I needed efficiently, and the various proxy options, worked perfectly for my needs and not only that but customer support is quick and helpful. I highly recommend Bright Data and I will be continue using it for future projects for sure! **What do you dislike about Bright Data?** I can't find any downsides to using Bright Data! **What problems is Bright Data solving and how is that benefiting you?** Data extraction has been a big challenge in my project, given the little availability of public data from social media platforms. Bright Data has been crucial in helping me extract data I needed, but not only the data itself has been useful but also how easy and straight forward it was to use. There is no tutorial needed, it has a very intuitive platform and it has been a great help, especially for someone new at data extraction ### 11. Best Support in the Proxy World **Rating:** 5.0/5.0 stars **Reviewed by:** Evgeny S. | CEO, Marketing and Advertising, Small-Business (50 or fewer emp.) **Reviewed Date:** December 25, 2025 **What do you like best about Bright Data?** Bright Data is rock-solid, but the real superpower is their support. I had a tricky issue and Shemi fixed it like a Christmas miracle 🎄 Fast replies, clear steps, problem solved. **What do you dislike about Bright Data?** All is good, it's the best proxy provider! **What problems is Bright Data solving and how is that benefiting you?** Bright Data gives us reliable proxy infrastructure for managing and scaling web sessions across regions. It keeps our workflows stable, reduces connectivity issues, and lets us operate safely at scale. ### 12. Top-Notch Customer Support & Data Availability **Rating:** 5.0/5.0 stars **Reviewed by:** Colin S. **Reviewed Date:** December 03, 2025 **What do you like best about Bright Data?** I am truly grateful to Bright Data for providing me with access to valuable data, particularly Glassdoor employee reviews, which were essential for my research. I greatly appreciate their great customer support, as they were always available to help when I had questions, which made the experience smooth and assured. Using Bright Data was a significant improvement for my team, helping us transition from a lot of manual work to utilizing their database seamlessly. The initial setup of Bright Data was straightforward, and validating the data quality was easy. Overall, my experience with Bright Data has been remarkable, and I would recommend it to a friend or colleague. **What do you dislike about Bright Data?** There is nothing I disliked about Bright Data. **What problems is Bright Data solving and how is that benefiting you?** n/a ### 13. Effortless Setup, Exceptional Support **Rating:** 5.0/5.0 stars **Reviewed by:** Pavan Kumar N. | Vice President Of Engineering **Reviewed Date:** February 19, 2026 **What do you like best about Bright Data?** I find Bright Data very easy to set up and get started with. The Playground feature is amazing. I appreciate that the customer support is responsive, knowledgeable, and quick to solve issues. Most other proxy sites are dummies, but Bright Data is legit. **What do you dislike about Bright Data?** Restrictions on a few websites like YouTube. **What problems is Bright Data solving and how is that benefiting you?** I use Bright Data for scraping, load testing, and server diagnostics because it enables proxies without much setup and is very easy to get started. ### 14. 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. ### 15. good and stable product, good service **Rating:** 4.5/5.0 stars **Reviewed by:** yaron k. | VP R&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 ### 16. 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. ### 17. 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. ### 18. 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. ### 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. 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. ### 21. 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. ### 22. 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. ### 23. 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. ### 24. 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. ### 25. 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. ### 26. 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. ### 27. 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 ### 28. 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. ### 29. 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 ### 30. 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. ### 31. 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. ### 32. 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 ### 33. 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. ### 34. 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. ### 35. 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. ### 36. =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. ### 37. Exceptional Support and Expertise **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.) **Reviewed Date:** November 24, 2025 **What do you like best about Bright Data?** Support. Very fast and have a lot of knowledge of the product. They solved all my doubts **What do you dislike about Bright Data?** None, everything was solved. Love the documentation as well **What problems is Bright Data solving and how is that benefiting you?** Anti-bot detection ### 38. A user friendly tool with a responsive support team **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.) **Reviewed Date:** April 01, 2025 **What do you like best about Bright Data?** One great aspect of Bright Data is the variety of data collection options it offer. There are a marketplace for existing datasets, a scraper API, and the IDE scraper, providing significant flexibility for our data collection tasks. I’m also impressed by their support team. No matter it’s a billing issue or a technical problem, they respond and resolve things quickly. **What do you dislike about Bright Data?** It takes some time to get familiar with the IDE scraper, but overall I’m satisfied given its effectiveness. **What problems is Bright Data solving and how is that benefiting you?** We have specific data to collect for research purposes, and due to the large volume, we need a more structured framework to support the data collection process. ### 39. An Essential Resource for Academic Research **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.) **Reviewed Date:** March 05, 2025 **What do you like best about Bright Data?** As a researcher at an academic institution, I’ve found Bright Data to be an incredibly useful tool for collecting high-quality web data. I used it to gather LinkedIn data for one of my research projects, and the platform was intuitive, flexible, and made it super easy to filter and find exactly what I needed. The variety of export options was also a big plus. If you’re an academic—especially in the social sciences—Bright Data is a great resource for accessing different types of web data that can be applied in many research contexts. Several of my colleagues have also used it for their projects, and they’ve had similarly positive experiences. On top of that, the support team and account managers are fantastic—super responsive and quick to resolve any issues. Overall, Bright Data has been a game-changer for my research, and I’d highly recommend it! **What do you dislike about Bright Data?** The only caveat I had is that some observations got lost in the process of initial export, but the support team quickly resolved the issue. **What problems is Bright Data solving and how is that benefiting you?** Readily available data that I would need to scrape on my own. This saves lots of time and resources invested in data collection. ### 40. Bright Data is excellent for research **Rating:** 5.0/5.0 stars **Reviewed by:** Gunther J. | Associate Professor , Small-Business (50 or fewer emp.) **Reviewed Date:** May 28, 2025 **What do you like best about Bright Data?** Bright Data allows the collection of comprehensive social media data that can be used as the basis for meaningful and statistically reliable research. The interface is easy to understand and their helpline and costumer support is outstanding **What do you dislike about Bright Data?** The only thing I dislike is that I haven't worked with Bright Data before **What problems is Bright Data solving and how is that benefiting you?** Comprehensive data collection ### 41. Reliable product with continual innovation **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Small-Business (50 or fewer emp.) **Reviewed Date:** January 16, 2025 **What do you like best about Bright Data?** In several capacities with several different organisations, I have been a customer of Brightdata for over 5 years. In that time, I have seen the reliability of their solution increase. This is over a period where web hosting services and information platforms are also innovating at speed to prevent Brightdata from doing exactly what they do. It's been easy to integrate into my data platforms for very frequent jobs. In simple terms: Brightdata gets around the blocking mechanisms that are put in place so I can get the data that I need. When I've had problems, customer service have been proactive and helpful. **What do you dislike about Bright Data?** The learning curve is slight, but there's certainly a learning curve. I think they have opportunities to use GenAI to help overcome that, and I hope their roadmap takes full advantage of AI in the near future to help setup scrapes using natural language. **What problems is Bright Data solving and how is that benefiting you?** It's solves the problem of having to "break" each individual source of scraping data individually. It gets around 95+% of them without having to figure it out for yourself. ### 42. Best dataset marketplace platform out there. **Rating:** 4.5/5.0 stars **Reviewed by:** Rishabh S. | Manager, DataOps, Mid-Market (51-1000 emp.) **Reviewed Date:** March 28, 2025 **What do you like best about Bright Data?** Bright Data is one of the best dataset marketplace available. The BD team is suoer helpful and the data is amazing. API and dashboard are both user friendly and intuitive. **What do you dislike about Bright Data?** One thing which can be improved, although it way above others is, its documentation of dataset marketplace in terms of usage, filter etc. **What problems is Bright Data solving and how is that benefiting you?** Bright data has ready to use dataset, which earlier, took a lot of time for us to scrape and extract. ### 43. Comprehensive tool for Web scraping and other all-purpose data **Rating:** 5.0/5.0 stars **Reviewed by:** Eden S. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** January 16, 2025 **What do you like best about Bright Data?** Great ROI, Easy and Intuitive, Fast support, Comprehensive and advanced variety of tools **What do you dislike about Bright Data?** Micro copy of some tools could be a bit more descriptive and clear as to their use and purpose. The indeed and linkedIn logo are almost identical which is confusing, although probably not Bright Data's fault **What problems is Bright Data solving and how is that benefiting you?** Ready to use, inexpensive, comprehensive data scraper that covers much of the web ### 44. Exceptional Support and Clear Guidance on Data Scraping **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Enterprise (> 1000 emp.) **Reviewed Date:** January 19, 2025 **What do you like best about Bright Data?** I had a positive experience with Bright Data's support, especially with Adam. He provided clear explanations that helped clarify my confusion about dataset IDs and scraping options. The real-time data scraping capabilities are simple and efficient. The platform is well-documented, and the examples were helpful. **What do you dislike about Bright Data?** Couldnt find anything in praticular, but I will say the prices can be lowered. **What problems is Bright Data solving and how is that benefiting you?** Bright Data is capable of getting real time data in scale, it provides API to trigger their scrappers, which helps me to integrate their system and make split second desicions based on real time data. ### 45. Straightforward experience, solid support **Rating:** 4.5/5.0 stars **Reviewed by:** Jason W. | President, Small-Business (50 or fewer emp.) **Reviewed Date:** December 24, 2024 **What do you like best about Bright Data?** The service seems to be comprehensive for what I need and the support is responsive and provides good information. **What do you dislike about Bright Data?** Their documentation is fairly sparse. More thorough documentation would be beneficial. **What problems is Bright Data solving and how is that benefiting you?** I use Bright Data to conduct research, and it's much easier to use the API to gather the data programmatically than to do it manually through other means. ### 46. Recomend **Rating:** 5.0/5.0 stars **Reviewed by:** Jakub R. | Business Development Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** February 14, 2025 **What do you like best about Bright Data?** Adam from Bright Data explain me evrything that I was needed. Looks very promising, a lot of features **What do you dislike about Bright Data?** Hard to say at this stage. Maybe some yt chanel will be helpfull to better understand all features **What problems is Bright Data solving and how is that benefiting you?** API option is cool. Allows me to automate some searching process and save time ### 47. Great support **Rating:** 5.0/5.0 stars **Reviewed by:** Daniel R. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** January 06, 2025 **What do you like best about Bright Data?** There was a feature which wasnt included in the product and i opend a upoort ticket, bright data accutaly developed this feature for me in a day!! **What do you dislike about Bright Data?** i have nothing bad to say about bright data. **What problems is Bright Data solving and how is that benefiting you?** getting data which is difficult to get ### 48. Excellent data support **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Accounting | Small-Business (50 or fewer emp.) **Reviewed Date:** February 04, 2025 **What do you like best about Bright Data?** I got very excellent data support from Bright Data. Their API is very easy to use and when I encounter some issues, they always provide me with timely technical support (even on holidays). I am very impressed by their service!) **What do you dislike about Bright Data?** maybe provide more explicit API documentation **What problems is Bright Data solving and how is that benefiting you?** Very detailed Yelp data, and the data is very crucial for our research ## 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?filters%5Bsentiment_snippet%5D=1461889&qs=pros-and-cons§ion=pricing&secure%5Bexpires_at%5D=2026-08-14+12%3A23%3A17+-0500&secure%5Bsession_id%5D=f125cac8-afd9-4f39-8d41-5f82a6fcc504&secure%5Btoken%5D=ec7031fe02a619faae4f58ef3ab5c624ce17181ea7dbea579a8130d66aabc0d1&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) - [Claude Code](https://www.g2.com/products/anthropic-claude-code/reviews) - [Codex](https://www.g2.com/products/openai-codex/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) - [Gemini](https://www.g2.com/products/google-gemini/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/integromat-by-celonis-make/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) - [Supabase](https://www.g2.com/products/supabase-supabase/reviews) - [Zapier](https://www.g2.com/products/zapier/reviews) ## Bright Data Features **Functionality** - Diverse Extraction Points - Data Structuring - Consolidation - Cloud Extraction - Data Extraction - Real-Time Data - Image Extraction - IP Address Extraction - Email Address Extraction - Metadata Extraction - Document Extraction - Phone Number Extraction - Auto Extraction - IP Address Extraction - Email Address Extraction - Image Extraction - Web Data 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 **Additional Functionality** - Data Storage Management - Customizable Templates - Multiple Data Sources - Forecasting - Reminders - Multi-Language - Visual Discovery - Mobile Access - Rules-Based Workflow - API - Customizable Forms - Drag & Drop - Third-Party Integrations - Workflow Management - Data Mapping - Trend Analysis - Compliance Management - Data Connectors - Multi-Channel Distribution - Search/Filter - Data Transformation - Data Import/Export - Data Synchronization - Reporting/Analytics - Surveys & Feedback - Customizable Fields - Forms Management - Multi-Channel Data Collection - HIPAA Compliant - Metadata Management - Secure Data Storage - Generative AI - Access Controls/Permissions - Multi-Device Support - AI Copilot - Visual Analytics - Audience Targeting - Offline Response Collection - Data Capture and Transfer - Customizable Reports - Activity Dashboard - Dashboard Creation - Version Control - Query Builder - IP Rotation - AI/Machine Learning - Data Verification - Optical Character Recognition - Batch Processing - Data Aggregation and Publishing - Job Scheduling - Data Mining - Proxy Rotation - Geotargeting - Data Aggregation - JavaScript Rendering - HTML Parsing - Multiple File Format Support - Data Cleansing - Reporting & Statistics - Natural Language Processing - CAPTCHA Solving - Integration Management - Website Crawling - Scheduling - Bot Mitigation - User Management - Customization - Proactive Error Detection **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 (677 reviews) - [Oxylabs](https://www.g2.com/products/oxylabs/reviews) - 4.5/5.0 (425 reviews) - [Apify](https://www.g2.com/products/apify/reviews) - 4.7/5.0 (571 reviews)