
Reflect.run - Detailed Review
Developer Tools

Reflect.run - Product Overview
Introduction to Reflect.run
Reflect.run is an automated web testing tool that caters specifically to the needs of developers, particularly in the context of web application testing.Primary Function
The primary function of Reflect.run is to enable developers to record and execute user experience (UX) tests without the need to write any code. This zero-code, zero-installation approach simplifies the testing process, allowing developers to focus on other aspects of their projects.Target Audience
Reflect.run is targeted at developers of all skill levels involved in web development. Its user-friendly interface and intuitive design make it accessible to both experienced developers and those new to the field. The tool is particularly useful for teams looking to streamline their testing processes and ensure the quality of their web applications.Key Features
Advanced Recording Capabilities
Reflect.run supports advanced interactions such as hover tracking, click-and-drag, drag-and-drop, and mobile swipe actions. It records only meaningful hover events, reducing unnecessary steps in the test.Pristine Browser State
Each test starts with a pristine browser state, eliminating issues related to cookies, proxies, or mid-test recordings. This is achieved through a cloud-based browser, which also allows for different profiles (desktop, mobile, tablet) to be used for testing.Real-Time Logs and Video Recording
The tool provides real-time access to console logs and network logs during test execution, helping in quick identification and resolution of failures. Additionally, it offers a full video recording of the test for debugging purposes.Visual Validations and Text Validations
Reflect.run allows for easy creation of visual and text validations during the recording process. These validations help verify the appearance and text content of elements on the page.Accept Changes Feature
If tests fail due to planned changes, the “Accept Changes” feature allows you to update the test to reflect the new expected behavior without manual intervention.Parallelization
The tool supports running multiple tests in parallel, significantly reducing the overall execution time for a test suite. This is possible because each test runs in a pristine cloud-based browser environment.Version Control
Reflect.run includes version control, enabling you to track previous changes, roll back if necessary, and maintain a history of test states.Mobile and Tablet Support
The tool is available for testing across different resolutions, including desktop, mobile, and tablet, making it ideal for testing responsive web pages.Additional Capabilities
Reflect.run also offers features like easy-to-read test plans, which are automatically generated during the recording process, and the ability to run tests on-demand or as part of a test suite. The platform integrates well with cloud-based browsers, ensuring consistent and reliable test executions. By combining these features, Reflect.run provides a comprehensive and efficient solution for automated web testing, making it a valuable tool for developers aiming to ensure the quality and reliability of their web applications.
Reflect.run - User Interface and Experience
User Interface
Reflect.run employs a clean and straightforward interface that simplifies the process of creating and executing automated web tests. Here are some key aspects of its user interface:
Record and Playback Model
Users can create tests by recording their actions on the website or application. Once the recording is started, Reflect.run captures each interaction and translates these into test steps that can be replayed later.
Visual Interface
The platform uses a visual approach, allowing users to interact with the site as they would during manual testing. This visual interaction is mirrored in the test steps displayed on the left sidebar, making it easy to see and manage the test plan.
Cloud Browser
Tests are executed in a cloud-based browser session, eliminating the need for any desktop application or browser plugin. This ensures a consistent testing environment.
Ease of Use
Reflect.run is known for its ease of use, which is a significant advantage for teams with varying levels of technical expertise.
Intuitive Interface
The interface is designed to be user-friendly, allowing users to create and maintain tests within minutes of registration. The process involves simple steps like clicking the “Create Test” button, configuring test properties, and starting the recording.
Drag-and-Drop and Visual Interactions
Users can create test steps through drag-and-drop interactions or by describing actions using the “AI Prompt” feature. This feature allows users to enter English-language instructions that are then translated into test steps by the AI.
Interactive Debugging
Reflect.run provides interactive debugging capabilities, allowing users to pause test execution at specific steps to inspect the application’s state. This helps in pinpointing issues and understanding what went wrong during a test.
Overall User Experience
The overall user experience with Reflect.run is streamlined and efficient.
Cross-Browser Testing
The platform supports robust cross-browser testing, ensuring that applications function seamlessly across different browsers.
Parallel Test Execution
Reflect.run allows for parallel test execution, which speeds up the testing cycle and provides quicker feedback. This is particularly useful for large-scale testing.
Visual Validation
Users can create test steps that verify the appearance of elements on the page using Visual Validation. This feature is accessible via the recording toolbar and helps in ensuring the visual integrity of the application.
Test Management and Reporting
The platform includes features for scheduling test runs, generating detailed reports, and maintaining tests. This includes options to view all test runs associated with a test and access additional metadata.
In summary, Reflect.run’s user interface is designed for simplicity and ease of use, making automated web testing accessible to a wide range of users. Its intuitive design, visual interactions, and AI-driven features contribute to a positive and efficient user experience.

Reflect.run - Key Features and Functionality
Reflect.run Overview
Reflect.run is an AI-driven testing tool that offers several key features and functionalities, making it a powerful asset for developers and testers. Here are the main features and how they work:AI-Prompt Feature
Reflect allows users to create test steps using natural language through its “AI Prompt” feature. This feature integrates with OpenAI to translate English-language instructions into actionable test steps. You can enter simple instructions like `Click on the Login button` or more complex ones like `Fill out all form fields with realistic values`. The AI analyzes the prompt and splits it into multiple steps if necessary, ensuring the test is resilient to changes in the application.Automated Test Execution
Reflect can automate manual test scripts by interpreting each step as an AI prompt. At runtime, the AI engine analyzes the current state of the application to determine the necessary actions and assertions. This approach ensures that tests remain effective even with changes in the application’s structure or design.Record-and-Playback with AI Assistance
When recording tests, Reflect captures a set of selectors to find elements on the page. If these selectors fail to find the element during test execution, the AI Assistant steps in to locate the element using the expected text and test step descriptions. This ensures tests are resilient to significant changes, such as page redesigns or structural changes.Hover Tracking and Drag-and-Drop Support
Reflect supports advanced user interactions like hover tracking, click-and-drag, and drag-and-drop, which are often problematic in other record-and-playback tools. It records only meaningful hover events, reducing unnecessary steps in the test.Pristine Browser State
Reflect ensures that each test starts with a pristine browser state by using a cloud-based browser. This eliminates issues related to cookies, proxies, or mid-test recordings, leading to more reliable test results.Visual and Text Validations
Reflect offers Visual Validation and Text Validation features. Visual Validation allows you to verify the appearance of an element on the page by taking a screenshot of the selected region. Text Validation checks the text content of an element, ensuring it matches the expected text.Element Selection Using AI
Reflect AI intelligently selects elements for interaction based on various factors such as visible text, location, tag, attributes, and relationship to other elements. This approach mimics how a human would compare the test definition to the current webpage state, making the tests more reliable and resilient to changes.Multi-Device Support
Reflect supports testing across different devices, including desktop, mobile, and tablet profiles. This allows you to record and run tests in various environments, ensuring compatibility across different platforms.Real-Time Test Results and History
Reflect provides real-time test results and a history of test runs. You can watch tests run live and view the results of any test run, which is useful for debugging and monitoring test performance.Boolean Assertions and Questions
Reflect’s AI prompts can also make Boolean assertions (true/false checks) and answer arbitrary questions about the application’s state. For example, you can assert that there are three rows in a data table or ask how many rows are in the table. These assertions and questions can be configured with expected results, enhancing the test’s accuracy.Conclusion
Overall, Reflect.run leverages AI to make automated web testing more efficient, resilient, and user-friendly, reducing the need for manual intervention and ensuring tests remain effective over time.
Reflect.run - Performance and Accuracy
Performance
Reflect.run is designed to optimize the end-to-end testing process, making it significantly faster than traditional code-based testing tools. Here are some performance highlights:Speed
Reflect allows users to create end-to-end test suites up to ten times faster than code-based regression software. This is achieved by recording user actions directly in the browser, which eliminates the need to translate these actions into code.Parallel Testing
Reflect supports running tests in parallel, which further enhances the speed of test execution. This feature allows for multiple independent tests to run simultaneously, reducing overall test time.Unlimited Test Runs
All plans on Reflect come with unlimited test runs, enabling users to execute as many tests as needed without worrying about limitations.Accuracy
Reflect.run focuses on improving the accuracy and reliability of automated web testing through several innovative features:Meaningful Hover Tracking
Unlike other tools, Reflect records only meaningful hover events, avoiding unnecessary steps in the test. It also supports actions like click-and-drag, drag-and-drop, and mobile swipes with high accuracy.Pristine Browser State
Reflect ensures that the browser starts in a pristine state for every test, eliminating issues caused by cookies, proxies, or mid-test recordings. This is achieved by recording tests via a cloud-based browser rather than a Chrome extension.AI-Driven Resilience
Reflect integrates with OpenAI to make tests resilient to changes in the application. The AI Assistant helps find elements even if the original selectors fail, using the expected text and test step descriptions. This ensures tests remain functional despite significant changes in the application.Limitations and Areas for Improvement
While Reflect.run offers several advantages, there are some limitations and areas where it could be improved:AI Prompt Limitations
Not all actions can be executed via AI prompts. For example, certain specific interactions might still require the traditional record-and-playback method.Test Maintenance
Although Reflect simplifies test creation, maintaining tests over time still requires careful management. Tests need to be kept small and focused on specific user interactions to avoid duplication and ensure repeatability.Non-Deterministic Timing
Reflect users need to be cautious about non-deterministic timing issues, such as testing calendar widgets with static dates or running tests in parallel on applications with session limitations. Ensuring tests are repeatable and account for such scenarios is crucial.Additional Features
Reflect.run also offers several additional features that enhance its performance and accuracy:Visual Testing
Reflect includes visual testing capabilities to detect and fix visual regressions, such as incorrect button colors or obscured modals. This feature is integrated into the overall testing framework, ensuring comprehensive coverage.Integration with CI/CD
Reflect integrates seamlessly with CI/CD platforms and tools like Vercel and Heroku, allowing tests to be run automatically after deployments or on pull requests.Test Debugger
The platform provides an online test debugger where users can fast-forward into any part of a test, add steps, tweak settings, and watch the test run live to ensure it is repeatable and fix issues promptly. Overall, Reflect.run offers a powerful and efficient solution for automated web testing, leveraging AI to enhance accuracy and resilience. However, users must still be mindful of test maintenance and potential timing issues to fully leverage its capabilities.
Reflect.run - Pricing and Plans
Plans and Pricing
Team Plan
- Cost: $200 per month
- Features:
- 500 monthly runs
- Unlimited test creation
- Support for up to 10 users
- 1,000 AI steps
- Retention policy of 30 days
Professional Plan
- Cost: $500 per month
- Features:
- 1,500 monthly runs
- Unlimited test creation
- Support for an unlimited number of users
- 2,000 AI steps
- Retention policy of 30 days
Reflect AI Plan
- Cost: Custom pricing (requires discussion with the Reflect.run team)
- Features:
- Custom test runs and AI actions
- This plan is tailored for specific needs and requires direct contact with Reflect.run for pricing details
Additional Features and Add-ons
- Parallel Testing: Available in Custom and AI pricing plans
- Cross-Browser Testing: Supports Chrome, Firefox, Edge, and Safari
- Testing Behind a Login: Captures all actions, including logging in
- Static IP and Reflect Tunnel: For testing local and private environments
- CI/CD Integrations: Supported via API
- Variables and Dynamic Login Credentials: Available for controlling login credentials at runtime
Free Trial
- All new accounts receive a two-week free trial of the Custom tier, allowing users to create, manage, and schedule tests just like the paid plans
Payment Methods
- Reflect.run accepts major credit cards (Visa, MasterCard, American Express, Discover)
- For larger teams or enterprises, additional payment options like bank transfers or checks may be available upon contacting the sales team

Reflect.run - Integration and Compatibility
Reflect.run Overview
Reflect.run, an AI-driven test automation platform, offers seamless integration with various tools and ensures broad compatibility across different platforms and devices.
Integration with CI/CD Tools
Reflect.run integrates well with several Continuous Integration/Continuous Deployment (CI/CD) solutions. Here are some key integrations:
- CircleCI: You can use the official Reflect CircleCI orb for a streamlined integration. This involves setting your Reflect API key as an environment variable and adding the necessary steps to your
config.yml
file. - GitHub Actions: Reflect tests can be executed after deployment by issuing an HTTP request to the Reflect API. This can be triggered by events in your GitHub repository, and you can even post test results back to the pull request using OAuth and a hostname override.
- Bitbucket Pipelines: Similar to CircleCI, you can integrate Reflect with Bitbucket Pipelines by adding your Reflect API key as a secret environment variable and configuring the pipeline to run Reflect tests after deployment.
- Travis CI: You can execute Reflect tests in the
after_deploy
section of your.travis.yml
file by making an API request to the Reflect API.
Compatibility Across Browsers and Operating Systems
Reflect.run supports testing on a wide range of browsers and operating systems, ensuring your tests are compatible across different environments:
- Browsers: Reflect supports major browsers including Google Chrome, Mozilla Firefox, Microsoft Edge, and Safari.
- Operating Systems: While specific details on operating system compatibility are not provided, the tool is designed to work with web applications, which generally do not have OS-specific limitations.
Cross-Environment Testing
Reflect allows you to test applications in various environments:
- Public and Private Applications: You can test both publicly accessible and private applications. For private applications, Reflect offers the Reflect Tunnel or the option to configure tests to use a static IP, allowing you to test local and private environments securely.
- Login and Authentication: Reflect captures all actions, including logging in to your application, and supports variables to dynamically control login credentials at runtime.
Additional Integrations
Reflect.run also integrates with other tools to enhance your testing workflow:
- Webapp.io: You can integrate Reflect with Webapp.io by adding your Reflect API key as a secret environment variable and executing Reflect tests on ephemeral staging environments created for every pull request.
- Test Case Management Tools: Existing manual test cases can be executed directly from your test case management tool via Reflect’s free Chrome extension.
Conclusion
Overall, Reflect.run’s integration capabilities and broad compatibility make it a versatile tool for automating web tests across various platforms and environments.

Reflect.run - Customer Support and Resources
Customer Support
For users needing assistance, Reflect.run offers a contact form where you can reach out to a Reflect product expert. This is a straightforward way to get help with any questions or issues you might have.
Documentation and Guides
Reflect.run has an extensive documentation section that covers various aspects of the tool. This includes guides on recording tests, testing with AI, and integrating Reflect with Continuous Integration/Continuous Deployment (CI/CD) pipelines. The documentation provides detailed instructions and examples to help users set up and run tests efficiently.
Integration Guides
The platform offers comprehensive guides on integrating Reflect with popular CI/CD tools such as CircleCI, GitHub Actions, GitLab CI/CD, and more. These guides include step-by-step instructions and example scripts to ensure smooth integration with existing development workflows.
AI and Testing Resources
Reflect.run provides resources on how to use their AI features, including the “AI Prompt” feature that allows users to create tests by describing actions or assertions in English. The documentation explains how these AI-driven tests can be resilient to changes in the underlying application and how to use assertions and questions within the tests.
Community and Additional Tools
While the primary resources are the documentation and support contact, users can also benefit from the community and additional tools mentioned. For example, the integration with webapp.io includes example Layerfiles and scripts to help set up automated testing pipelines.
Free Trial and Onboarding
New users can take advantage of a two-week free trial of the Custom tier, which allows them to create, manage, and schedule tests. This trial period helps users get familiar with the tool before deciding on a paid plan.
Conclusion
Overall, Reflect.run offers a well-rounded set of resources and support options to ensure users can effectively use their automated web testing tool.

Reflect.run - Pros and Cons
Advantages of Reflect.run
Reflect.run offers several significant advantages that make it a valuable tool in the AI-driven testing category:User-Friendly Interface
Reflect.run is known for its intuitive and user-friendly interface, making it accessible to teams with varying levels of technical expertise. This allows both technical and non-technical team members to create and run tests without prior programming knowledge.Cross-Browser Testing
The platform provides robust cross-browser testing capabilities, enabling engineers to ensure their web applications function seamlessly across different browsers.Efficient Test Execution
Reflect.run supports parallel test execution, which speeds up testing cycles and provides quicker feedback. This feature is particularly useful for teams looking to accelerate their testing processes.AI-Driven Test Creation and Maintenance
Reflect.run utilizes AI to create tests that are resilient to changes in the underlying application. Users can create test steps by recording actions or using AI Prompts, which translate English-language instructions into executable test steps. This AI assistance helps in maintaining tests over time, even when the application’s structure changes.Debugging Capabilities
The platform offers interactive debugging features, allowing QA teams to pause test execution at specific steps to inspect the application’s state, variables, and other relevant information. This is invaluable for pinpointing issues and understanding what went wrong during a test.Integration Options
Reflect.run integrates seamlessly with various tools such as Zephyr, TestRail, Xray, and CI/CD pipelines like Jenkins, GitHub Actions, and Azure DevOps. This integration enhances workflows and facilitates better collaboration among team members.Automated Documentation
The tool provides automated documentation features, which help in creating comprehensive test plans and reports. This is particularly beneficial for technical writers and project managers.Disadvantages of Reflect.run
While Reflect.run offers many advantages, there are also some notable disadvantages:Limited Customization
One of the main drawbacks is the limited customization options available. Reflect.run may not offer the flexibility needed for highly customized test scenarios, which can be a limitation for teams requiring more advanced testing configurations.Pricing
The pricing model of Reflect.run may not be budget-friendly for all organizations, particularly smaller ones or startups. The costs vary based on the number of users and the level of support required, which can be a significant factor for some teams.Limited Self-Healing
Although Reflect.run incorporates some level of self-healing capabilities, it does not offer advanced self-healing features compared to some other tools. This means that while it can handle some changes in the application, it may still require manual adjustments in certain cases.Limited to Web Applications
Reflect.run is primarily focused on web-based applications and may not be suitable for mobile or desktop app testing. This limitation restricts its use to a specific type of application testing. By considering these pros and cons, teams can make an informed decision about whether Reflect.run aligns with their testing needs and capabilities.
Reflect.run - Comparison with Competitors
Unique Features of Reflect.run
- No-Code Test Automation: Reflect.run allows users to create, run, and maintain end-to-end tests for web applications without writing any code. This is achieved through an interactive cloud browser that records user actions and converts them into repeatable tests.
- AI-Powered Test Resilience: Reflect.run integrates with OpenAI to create tests that are resilient to changes in the underlying application. Users can describe test steps using English-language instructions, which are then translated into executable actions.
- Auto-Generated Selectors and Built-in Waits: Reflect.run minimizes test flakiness with auto-generated selectors and built-in waits and retries, ensuring tests remain up-to-date and stable.
- Comprehensive Test Management: The platform offers features like test suites, custom notifications, scheduled test runs, and integrations with major CI providers. Each test run includes a video, console logs, and network logs.
Alternatives and Comparisons
Testim.io
- While not explicitly mentioned in the sources, Testim.io is another no-code test automation tool that competes with Reflect.run. It also uses AI to stabilize tests and reduce maintenance. However, Testim.io might offer more advanced self-healing capabilities compared to Reflect.run.
Mabl
- Mabl is another alternative that provides no-code test automation. It focuses on ease of use and integrates well with CI/CD pipelines. Mabl offers more advanced analytics and reporting features, which could be a consideration for teams needing detailed insights into their test runs.
Applitools
- Applitools, though more focused on visual testing, also offers automated testing capabilities that can be used in conjunction with no-code tools. It provides advanced visual validation and can be integrated with other testing frameworks to enhance test coverage.
Key Differences and Considerations
Ease of Use and Customization
- Reflect.run is known for its user-friendly interface, making it accessible to non-technical team members. However, it may lack the flexibility needed for highly customized test scenarios, which could be a drawback for some users.
Integration and Scalability
- Reflect.run integrates seamlessly with major CI providers and offers parallel test execution, which is beneficial for large-scale testing. However, alternatives like Testim.io or Mabl might offer more extensive integration options or better scalability for specific use cases.
Pricing
- Reflect.run’s pricing model can be a consideration, especially for smaller organizations or startups. Alternatives may offer more budget-friendly options or flexible pricing plans that adjust to the team’s size and testing needs.
Conclusion
Reflect.run stands out with its no-code approach, AI-powered test resilience, and comprehensive test management features. However, teams may want to consider alternatives based on their specific needs for customization, integration, and pricing. For example, if advanced self-healing capabilities are crucial, Testim.io might be a better fit. If detailed analytics and reporting are necessary, Mabl could be the way to go. Each tool has its unique strengths and weaknesses, making it important to evaluate them against the specific requirements of your testing workflow.
Reflect.run - Frequently Asked Questions
Frequently Asked Questions about Reflect.run
What are the key features of Reflect.run?
Reflect.run offers several key features, including:- Generative AI: This technology translates plain-text instructions into actions and assertions automatically, ensuring tests adapt to changes in the application over time.
- Hover Tracking and Drag-and-Drop: Reflect supports meaningful hover events and precise click-and-drag/drag-and-drop/mobile swipe actions, replicating user interactions accurately.
- Pristine Browser State: Each test starts with a pristine browser state, eliminating issues related to cookies, proxies, or mid-test recordings.
- Comprehensive Test Results: Tests provide repro steps, HD video of bugs, and complete console/network logs when bugs occur.
How does Reflect.run use AI in testing?
Reflect.run integrates with OpenAI to create tests resilient to application changes. You can create test steps by recording actions or using AI Prompts, which translate English instructions into executable actions or assertions. This approach ensures tests remain valid even with significant changes in the application.What are the different pricing plans available for Reflect.run?
Reflect.run offers several pricing plans:- Team Plan: $200 per month, includes 500 monthly runs, unlimited test creation, supports up to 10 users, and 1,000 AI steps.
- Professional Plan: $500 per month, includes 1,500 monthly runs, unlimited test creation, supports an unlimited number of users, and 2,000 AI steps.
- Reflect AI Plan: Customizable plan with custom test runs and AI actions; pricing needs to be discussed with the Reflect.run team.
Does Reflect.run offer a free trial?
Yes, Reflect.run provides a two-week free trial of the Custom tier, allowing you to create, manage, and schedule tests just like the paid plans.How do I create test steps in Reflect.run?
You can create test steps either by recording your actions in the Reflect recorder or by using the “AI Prompt” feature. With AI Prompts, you describe the actions or assertions you want Reflect to perform, and the system translates these instructions into executable steps.What types of assertions can I make with Reflect.run’s AI Prompts?
Reflect’s AI Prompts can make various types of assertions, including Boolean assertions (true/false), questions about the application state, and multi-action instructions. For example, you can assert that there are three rows in a data table or validate that a total is less than a certain amount.Can Reflect.run handle complex user interactions like hover and drag-and-drop?
Yes, Reflect.run supports hover tracking that records only meaningful hover events and precise click-and-drag/drag-and-drop/mobile swipe actions, ensuring these interactions are accurately replicated in tests.How does Reflect.run ensure the browser has a pristine state for each test?
Reflect.run records tests via a cloud-based browser, ensuring each test starts with a pristine browser state. This approach eliminates issues related to cookies, proxies, or mid-test recordings, guaranteeing consistent test environments.What additional features and add-ons are available for Reflect.run plans?
Additional features such as parallel testing, static IP, email testing, SMS testing, and more powerful VMs are available as add-ons for all plans. These can be customized based on the needs of your team or enterprise.How do I manage user permissions in Reflect.run?
Each user in a Reflect account is assigned one of the following permissions: read-only, editor, or administrator. These roles have different levels of access and control, allowing you to manage who can create, edit, or delete tests, as well as manage account integrations and subscriptions.