# Selenium Reviews **Vendor:** Oxbotica **Category:** [Connected Car Software](https://www.g2.com/categories/connected-car) **Average Rating:** 4.5/5.0 **Total Reviews:** 26 ## About Selenium Selenium is Oxbotica's flagship autonomous control system, designed to transform various vehicles into self-driving entities without relying on GPS. This vehicle-agnostic software suite enables robust navigation and operation across diverse environments, including indoor, outdoor, and underground settings. By integrating advanced AI and machine learning algorithms, Selenium provides vehicles with situational awareness, allowing them to perceive surroundings, detect obstacles, and make informed decisions to complete tasks safely and efficiently. Key Features and Functionality: - Vehicle Agnostic: Compatible with a wide range of vehicles, from cars and self-driving pods to warehouse trucks and forklifts. - GPS Independence: Operates effectively without GPS, ensuring reliable performance in environments where GPS signals are weak or unavailable, such as urban canyons, forests, or underground facilities. - Advanced Perception: Utilizes a combination of sensors and proprietary algorithms to detect and predict the movement of vehicles, people, and other objects, even in complex scenes and varying weather conditions. - Precise Positioning: Achieves high-precision, robust, and reliable vehicle positioning, enabling safe navigation in challenging locations without the need for external infrastructure. - Smooth Vehicle Control: Ensures safe and optimal path planning and vehicle control, providing comfortable and reassuring passenger experiences. Primary Value and User Solutions: Selenium addresses the growing demand for autonomous vehicle solutions by offering a flexible, scalable, and efficient platform that can be deployed across various industries. Its ability to function without GPS and adapt to different vehicle types and environments makes it particularly valuable for applications in logistics, warehousing, and urban transportation. By enabling vehicles to operate autonomously in complex and dynamic settings, Selenium enhances operational efficiency, reduces costs, and improves safety for businesses and their customers. ## Selenium Reviews ### 1. One of the Best Free Automation Frameworks—Simple, Scalable, and Community-Backed **Rating:** 5.0/5.0 stars **Reviewed by:** Saba M. | QA Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 28, 2026 **What do you like best about Selenium?** At the end of the day, in today’s market this is one of the best frameworks you can choose for automation. It’s fairly simple, free, and backed by strong community support. The integration with Docker enables decent scalability, and the straightforward UI makes test automation a much easier job overall. **What do you dislike about Selenium?** its not perfect, there's billion web dev frameworks and unforunately selenium is not able to handle all the cases well, so sometimes a simple clicking action might need a brainstorming session of how to solve that issue. **What problems is Selenium solving and how is that benefiting you?** my company needs test automation, selenium meets the requirements. ### 2. The Ultimate Free Automation Tool for Cross-Browser Testing **Rating:** 5.0/5.0 stars **Reviewed by:** shilpa g. | I work as a functional as well as automation tester, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** December 09, 2025 **What do you like best about Selenium?** Selenium is compatible with all major browsers, including Chrome, Firefox, Edge, and Opera, and it functions seamlessly across them without requiring manual adjustments. It also supports a variety of programming languages such as Java, Python, C#, JavaScript, and Ruby. One of its biggest advantages is that it is free and open source, which means there are no costs involved—this is a key reason why it has become the most popular automation tool worldwide. Selenium performs reliably across different platforms, including Windows, macOS, and Linux, making it as versatile as tools like the tests that run everywhere. Additionally, it integrates smoothly with CI/CD tools like Jenkins, GitHub, and Azure DevOps. The ability to support parallel testing is another significant benefit, as it greatly reduces the time required for running large test suites. This tool is excellent for UI automation like clicks, typing, scrolling, dropdowns, file uploads etc. **What do you dislike about Selenium?** Selenium is not stable for dynamic elements that appear late, disappear or reload or change dynamically which often causes test failure randomly resulting in element not found exception if not handled very carefully. Secondly, there is no built-in reporting feature available. Selenium only automates the browser. It gives no reports, no dashboard, no screenshots. It doesn't have any built-in test runner so one must combine selenium with TestNG/Junit. **What problems is Selenium solving and how is that benefiting you?** It gave testers a free, open-source software to automate real browsers across all environments. Selenium allows true cross browser testing so one script works on all browsers, something no other open-source tool offered earlier. This allows true cross platform testing which is perfect for teams with mixed environment like windows, mac or Linux. Selenium gives testers the freedom to use any programming language and automate. it simulates real user behavior not superficial checks. It integrates beautifully with CI/CD pipeline which makes continues testing possible, stable and industry standard. It supports massive scalability with selenium grid which reduce execution time from hours to few minutes. ### 3. Efficient Browser Automation, But Setup and Debugging Can Be Challenging **Rating:** 3.0/5.0 stars **Reviewed by:** A M. | Client relationship Manager, Public Safety, Small-Business (50 or fewer emp.) **Reviewed Date:** December 15, 2025 **What do you like best about Selenium?** automate web browsers reliably, making testing, scraping, and repetitive tasks much faster and more efficient. **What do you dislike about Selenium?** can be tricky to set up and maintain, especially for complex workflows or dynamic websites, and debugging failures can take time. **What problems is Selenium solving and how is that benefiting you?** repetitive web tasks by automating browser interactions, saving time and reducing errors in testing, data collection, and web scraping. ### 4. Selenium review **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.) **Reviewed Date:** January 14, 2025 **What do you like best about Selenium?** Well, there is enough documentation, forums, and people to ask and search for how to implement an automation framework, once you figure it out how to build a framework with selectors and basic functions is easy to build automated tests. **What do you dislike about Selenium?** Sometimes it might feel a little bit slow compared to other solutions like Playwright for example but it gets the job done, another thing is the initial setup for reporting logs or testNG, but once you have that done, that's it, it is ready to use **What problems is Selenium solving and how is that benefiting you?** Speed up the execution of test that manually will take more time ### 5. Open source eassy to implement **Rating:** 4.0/5.0 stars **Reviewed by:** Sada b. | Lead, Enterprise (> 1000 emp.) **Reviewed Date:** March 05, 2025 **What do you like best about Selenium?** Grid and automate and integrate 3rd party tools **What do you dislike about Selenium?** locator healing , driver wait , flake tests **What problems is Selenium solving and how is that benefiting you?** Automation the Web ,API & Mobile ### 6. Best automation tool for testing **Rating:** 4.5/5.0 stars **Reviewed by:** nikhil.m u. | Quality Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** January 22, 2024 **What do you like best about Selenium?** First thing it is open source selenium down not chanrge for the usage, Qa can work on multiple languges that is accepted by the software and helps in third party integrations **What do you dislike about Selenium?** the setup and configuration of a Test Framework from the scratch takes a lot of time and Not an All-in-One Solution – Requires 3rd Party Tool Bindings **What problems is Selenium solving and how is that benefiting you?** It will take too much time on setting up the system at the very starting that somthing selenium will have to work on and Slow Test Development Due to the Script-Based Approach so this needs to be resolved ### 7. All your web automaiton problems goes away with selenium !!! **Rating:** 5.0/5.0 stars **Reviewed by:** Arjun B. | Senior QA lead - automation, Computer Software, Enterprise (> 1000 emp.) **Reviewed Date:** February 27, 2023 **What do you like best about Selenium?** Selenium is a powerful and popular tool that is widely used for automating all types of web browsers across the industry, and its ability to simulate the user interactions with the web page makes it well suited for automating tasks such as testing web applications, scraping, data analysis and many more. Other than this it supports many programming languages which intern helps easily integrate with existing software systems. Recently selenium helps us in headless browser execution which helps in versatility and reliable scripts. **What do you dislike about Selenium?** some common issues we face with selenium are, the tests are flaky sometimes because of loading/sync issues and many more. And sometimes its very slow to run as if we have lot of interactions with web elements and a lot of page objects defined. And the setup part is cumbersome when compared to professional tools out there but its easy to learn and implement. Other than these its maintenance is on higher side and time consuming. Post these we have observed like we cannot automate captcha and **What problems is Selenium solving and how is that benefiting you?** All web automation problems which we face on daily basis, we have almost 1000+ regression cases and we have covered almost 80% of them written scripts and automated those and we rely on those a lot, especially our manual testers run those on daily/weekly basis and take actionable insights on the reports. ### 8. Selenium **Rating:** 5.0/5.0 stars **Reviewed by:** Sadhan K. | Mid-Market (51-1000 emp.) **Reviewed Date:** April 28, 2023 **What do you like best about Selenium?** It is free and open source and supports web applications and all browsers. It supports 14 languages, and we can run multiple scripts in one shot. I use it to run and automate the frontend applications. **What do you dislike about Selenium?** It doesn't support otp, captcha, animations, or subtitles, and it helps only for web applications. Sometimes it works significantly slower with low-speed internet. **What problems is Selenium solving and how is that benefiting you?** I am able to automate my test cases which makes my testing easy. I can run the script whenever I need to test, this saves most of my time. Best thing about selenium is that is supports all the browers for testing. ### 9. Best automated testing tool **Rating:** 5.0/5.0 stars **Reviewed by:** Abhishek S. | Mid-Market (51-1000 emp.) **Reviewed Date:** November 07, 2023 **What do you like best about Selenium?** Best thing about slenium is it is free and open source. It supports many progeamming languages and can execute multiple scripts at once. **What do you dislike about Selenium?** Sometimes it becomes slow and take time for execution **What problems is Selenium solving and how is that benefiting you?** Selenium is provide high quality automation features. ### 10. Selenium: A wonder to Automation world **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** May 12, 2023 **What do you like best about Selenium?** Selenium comes with many advantages, but it is widely accepted as it is an open source and community driven. It provides compatibility between different browsers and platforms which significantly reduces the workload of testing it across various browsers and platform. It supports almost all of the programming languages that I use. Other significant feature that I like about Selenium is it's parallel test execution and integration with frameworks like JUnit and TestNG. **What do you dislike about Selenium?** While Selenium serves most of the web automation purpose, it provides a limited support for non web based apps. Also, sometimes, even a tiny change in the frontend dynamic elements opens a window for test failures. **What problems is Selenium solving and how is that benefiting you?** Selenium helps streamline the testing process, improve test coverage, increase efficiency, and enhance the overall quality of web applications. Selenium integrates well with CI/CD pipelines, enabling automated testing as part of the development and deployment process. Selenium supports the creation of reusable test components, reducing duplication and improving maintainability. ### 11. Best tool for all your web automation needs **Rating:** 5.0/5.0 stars **Reviewed by:** Arjun B. | Test Lead, Enterprise (> 1000 emp.) **Reviewed Date:** October 21, 2022 **What do you like best about Selenium?** whatnot, many features of selenium are awesome when compared to paid solutions out there, it solves a lot of daily web automation needs in many companies, we are using selenium in multiple projects across the organization and we have created our in-house wrapper framework around it and I can say selenium is reliable in most of the cases. Though it is open source there is a constant updates from the community and lot of new features like auto healing scripts and many more. **What do you dislike about Selenium?** As it is open source if we are struck by any problem finding right solutions takes time as answers are scattered in multiple online places, community support is ok but if there was dedicated support it would be great. Sometimes slow execution and fragile as well. other problems perse features wise selenium sucks like we cannot automate captcha verification, many more like this. **What problems is Selenium solving and how is that benefiting you?** All web automation problems, as we are manual QA we had to execute test cases manually and now we have selenium with our framework we have automated almost 90% cases and they are on the run on daily basis which solves most of our automation problems. ### 12. Scriptless automation tool **Rating:** 5.0/5.0 stars **Reviewed by:** Sampatkumar S. | Small-Business (50 or fewer emp.) **Reviewed Date:** June 05, 2023 **What do you like best about Selenium?** For manual tester very good tool, zero coding is required **What do you dislike about Selenium?** no dislike, zero coing knowledge require **What problems is Selenium solving and how is that benefiting you?** selenium is bit slower as compare to testsigma ### 13. Selenium is powerful tool but has it caveats **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** January 10, 2023 **What do you like best about Selenium?** - can be easily configured to work with different browser drivers - allows building page models that can be easily reused - a quick way of getting access to different DOM elements, using different select like CSS or XPATH **What do you dislike about Selenium?** - when using page models is more common to get stale element exceptions - executing tests in Safari driver requires adding extra behaviour as it differs compared to Firefox or Chrome driver - would expect more build-in wait mechanism **What problems is Selenium solving and how is that benefiting you?** - quicker way of adding tests as you can reuse page models, shorten the development process - tests can be executed in different browsers so end user is getting UI that works fine in any browser they like to use ### 14. The best automation tool to automate web browser **Rating:** 5.0/5.0 stars **Reviewed by:** Vibhash K. | OpenShift Administrator, Mid-Market (51-1000 emp.) **Reviewed Date:** October 25, 2022 **What do you like best about Selenium?** First of all it is open-source project that provide single interface to write scripts in so many programming language like python, java, perl, ruby, C# etc. Second thing, it is open-source so anyone can contribute in it from all over the world. It is used for automation testing for high-end application. **What do you dislike about Selenium?** Honestly speaking there is no disadvantage it as it is open-source so anyone can contribute but I feel very less people have knowledge of how to use this tool. **What problems is Selenium solving and how is that benefiting you?** I am creating software and use it to test the software as automation testing to check the features like software is responsive, progressive, and functionality of software. ### 15. Selenium Automation testing **Rating:** 4.5/5.0 stars **Reviewed by:** Sandeep V. | Deputy General Manager, Enterprise (> 1000 emp.) **Reviewed Date:** March 01, 2022 **What do you like best about Selenium?** Selenium test automation framework has matured over the years and provides multiple options to do every kind of test automation - be it websites or mobile apps. **What do you dislike about Selenium?** Though it sounds like another automation framework, it requires a good amount of coding to write automation test cases. Sometimes we need to add an additional resource to the testing team for automation. **Recommendations to others considering Selenium:** Selenium is an open-source and matured framework. It does require basic coding knowledge to write automation test cases using Selenium but eventually saves a lot of effort once the right set of scenario is identified and automated. Apart from effort saving, selenium automation also helps to surface issues quickly. **What problems is Selenium solving and how is that benefiting you?** With correct scenarios, we are able to do a quick regression of production-ready build and save a lot of time by doing manual testing of those scenarios. Once the right set of scenarios are automated, it would surely save 10-30% of manual testing efforts. ### 16. Selenium Experience **Rating:** 4.0/5.0 stars **Reviewed by:** Niraj C. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** March 07, 2022 **What do you like best about Selenium?** A person with basic knowledge of programming languages like java can write Selenium Test cases. It makes it easy to write automated test cases which helps to improve test coverage reducing bugs at the later stage of product life. It helps to reduce the burden on Manual Testing. **What do you dislike about Selenium?** Need to have a perons in team who has knowledge of programming, test suit and product. Person should be knowledgable about technology, and should know how to test it using automation. **Recommendations to others considering Selenium:** Opensource, Free and easy to adapt **What problems is Selenium solving and how is that benefiting you?** I am primarily using it for automation testing. For each development module, include a set of selenium test cases that helps to test the functionality of the development module. An automation suite is configured to run for each commit on development code; it significantly helps to reduce side effects. ### 17. Best tool for automation testing. **Rating:** 4.5/5.0 stars **Reviewed by:** smriti d. | Software Test Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 04, 2022 **What do you like best about Selenium?** Easy to understand with python language And it's support multiple browser, and if job perspective,you can get good salary.It can be use for web and mobile application for both testing. **What do you dislike about Selenium?** Limited support for UI and image testing. Difficult to use and create test cases.And take time to set up enviornment.And new feature not work properly.No support for mobile testing. **Recommendations to others considering Selenium:** It's easy to understand, easy t create test cases sheet, and test suits,set browser zoom level, and minimize the browser window. **What problems is Selenium solving and how is that benefiting you?** Add more functionality for image testing,mobile testing, pop up windows, handling explicit wait, and implicit wait, handling page load, handling captcha, limited reporting. ### 18. Very Good Experience With Selenium **Rating:** 5.0/5.0 stars **Reviewed by:** Chirag M. | Associate Manager-Software Engineering, Mid-Market (51-1000 emp.) **Reviewed Date:** August 13, 2022 **What do you like best about Selenium?** easy to use and understand and it's good. **What do you dislike about Selenium?** not able to automate captcha, key actions **What problems is Selenium solving and how is that benefiting you?** UI automation for Web and Mweb is very handy and easy to develop by using selenium and that too in a robust manner by having integration with 3rd party tools like TestNG ExtentReport. ### 19. Good tool for testing your UI **Rating:** 4.0/5.0 stars **Reviewed by:** Andrew R. | Director of Technology and Quality; Board Member, Small-Business (50 or fewer emp.) **Reviewed Date:** October 16, 2021 **What do you like best about Selenium?** It's pretty thorough. You can test every element of your UI. Many of the tests are relatively simple. Lots of languages supported. I use Python, which of course, makes it easy to use. Java and other languages are also supported. It runs on Chrome, Safari, Firefox, Edge, and IE. **What do you dislike about Selenium?** The learning curve is pretty steep. You're writing and running scripts rather than using a GUI to create and run your tests. There are many different commands you need to master and multiple ways of doing the same thing. This level of choice makes it more flexible, but it's not always clear what the most efficient way is to test something. Also, as you change your UI, your tests can easily break. This sensitivity to even minor UI changes may be an inevitable result of UI testing, but it seems brittle. **What problems is Selenium solving and how is that benefiting you?** It's a solid way to test every element of your UI, i.e., your HTML and Javascript, as well as the business logic behind your UI. Being able to do this cross-browser is extremely helpful. ### 20. Best Software for Testing **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** January 25, 2022 **What do you like best about Selenium?** 1) We can test any platform such as mobile applications, Desktop applications, browser, load testing, etc. 2) Here we can able to get the combined tool for all platforms. **What do you dislike about Selenium?** 1) Its structure is a little bit harder such as test cases creation and error troubleshooting. 2) Limited support for plugins and platforms 3) Server requirements are required because we need to run eclipse IDE. 4) For coding repo we need to use third-party service such as git,gitlab etc **What problems is Selenium solving and how is that benefiting you?** 1) I have overcome the Browser compatibility test for my web application. 2) Need to test with multiple versions parallelly with the helo of respective drivers ### 21. Initial tool for Beginners in Testing **Rating:** 4.0/5.0 stars **Reviewed by:** Akshata P. | Associate Technical Consultant , Enterprise (> 1000 emp.) **Reviewed Date:** August 02, 2021 **What do you like best about Selenium?** It consists of Selenium IDE and is available as a plugin in multiple familiar browsers like Google Chrome, Mozilla Firefox, etc. This feature enables the new developers to get acquainted with the basic concept of Selenium IDE along with minimal knowledge of the topic. **What do you dislike about Selenium?** Not exactly dislike, but it does not provide ready-to-use templates in Java, Python, C#, PHP, JavaScript. A kind of most awaited feature that can help the developers to avoid using StackOverflow for basic initial setup. **Recommendations to others considering Selenium:** Use some framework that supports Data Driven or Input Driven approach for the end results to be displayed as a summary. TestNg, Cucumber etc as some of the Java Framework. You will have to find the similar once in the supported language. **What problems is Selenium solving and how is that benefiting you?** With the help of selenium, you can automate almost each of your daily stuff that open's up in a web browser. A funny example would be sending a list of automated messages on WhatsApp Web and opening up your office stuff like opening up the mails, logging in to every tool. Automating such stuff saves a ton of time and the hassle you don't need to take every day. ### 22. Selenium Review **Rating:** 4.5/5.0 stars **Reviewed by:** Mukesh D. | Technical Test Lead, Enterprise (> 1000 emp.) **Reviewed Date:** October 03, 2021 **What do you like best about Selenium?** Selenium is a full-stack autonomy software. Selenium has a plugin - Selenium IDE - it can be integrated with multiple web browsers. It helps automate testing processes, taking human error out of the picture. Its deployment is easy, and it has easy-to-understand platform. **What do you dislike about Selenium?** The interface can be better. Other than that, I don't have any complaints so far. **What problems is Selenium solving and how is that benefiting you?** I use it for testing and automation. ### 23. The best Browser Automation tool **Rating:** 4.5/5.0 stars **Reviewed by:** Petar C. | IT Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** September 21, 2021 **What do you like best about Selenium?** Automated browser test replaces manual CA tester, thus reducing human error factor **What do you dislike about Selenium?** Selenium does not offer visibility into tests through reporting **What problems is Selenium solving and how is that benefiting you?** A well-written script tests better than a human ### 24. Selenium, a somewhat out-dated test automation framework **Rating:** 2.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** August 30, 2021 **What do you like best about Selenium?** Selenium has a lot of support for a lot of different browsers and configurations. **What do you dislike about Selenium?** Selenium does not come with retryabliity, and tests can often be flakey and report false positives due to things like the page not loading, etc. It treats all pages that it tests as black box, and that isn't ideal. **What problems is Selenium solving and how is that benefiting you?** Test automatoin is generally the problems that I've solved with Selenium. Benefits are the ablity to run one test over multiple browsers and operating systems, as well as using the grid. ### 25. Best Tool for doing Web-Scrapping & automation for testing **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** September 08, 2021 **What do you like best about Selenium?** The best thing about Selenium is that it is based-on Document Object Model (DOM) which is a tree for document **What do you dislike about Selenium?** The disliked feature of Selenium is that it is quite slower in processing as compared to BeatuifulSoup for doing Web-Scrapping **Recommendations to others considering Selenium:** Highly recommend others to use Selenium as the automation tool foe web-applications **What problems is Selenium solving and how is that benefiting you?** The problem of doing web-applications testing & Web-Scrapping for API integration can be done using Selenium ### 26. A professional and fast way to perform efficient way using selenium **Rating:** 5.0/5.0 stars **Reviewed by:** Amit C. | Junior Research Fellow, Enterprise (> 1000 emp.) **Reviewed Date:** June 27, 2021 **What do you like best about Selenium?** The deployment and easy to use features. **What do you dislike about Selenium?** Interface which is not that much great.. **What problems is Selenium solving and how is that benefiting you?** Testing, Automation ## Selenium Discussions - [What does Selenium do?](https://www.g2.com/discussions/what-does-selenium-do) - [What are the 4 components of selenium?](https://www.g2.com/discussions/what-are-the-4-components-of-selenium) - [What is Selenium software used for?](https://www.g2.com/discussions/what-is-selenium-software-used-for) - [What is the main features of selenium?](https://www.g2.com/discussions/what-is-the-main-features-of-selenium) - [View Selenium pricing details and edition comparison](https://www.g2.com/products/selenium/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-01+13%3A00%3A03+-0500&secure%5Bsession_id%5D=083eec80-335c-4016-ad44-9e2afa9d1998&secure%5Btoken%5D=e5cef0f2ad52c427a6dd45db88171a3225b393e25ee8a655ba6a0246b000d68c&format=llm_user) ## Selenium Integrations - [Docker](https://www.g2.com/products/docker-inc-docker/reviews) - [Python](https://www.g2.com/products/python/reviews) ## Selenium Features ** Systems Management** - Device Discovery - System Integration - Remote Access - Voice - Workflows - Hardware - Dashboard **IoT Capabilities** - Process Automation - Security - Safety - Environmental Conditions - Resource Optimization - Navigation - Diagnostics - Analytics **Agentic AI - Connected Car** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making ## Top Selenium Alternatives - [AWS Connected Vehicle Solution](https://www.g2.com/products/aws-connected-vehicle-solution/reviews) - 4.4/5.0 (12 reviews) - [IBM IoT Connected Vehicle Insights](https://www.g2.com/products/ibm-iot-connected-vehicle-insights/reviews) - 3.5/5.0 (2 reviews) - [Wejo](https://www.g2.com/products/wejo/reviews)