Test-Lab.ai is an AI-powered test automation platform for development teams that want to write tests in plain English and get results in minutes. It is described as a tool for AI-powered browser testing and automated QA on websites, using autonomous AI agents to simulate real user actions and surface bugs, broken workflows, and UI issues.
Its feature set centers on plain-English test creation, AI test generation, and self-healing tests. Users describe what to test without code, selectors, scripts, or a framework, and the system turns a sentence into a runnable test. The AI handles navigation, waits, and assertions, and the service generates standard Playwright code that can be exported, committed, and run anywhere. It also supports tests that adapt when the UI changes by finding elements by meaning rather than brittle selectors. Additional named features include scheduled runs and monitoring, alerts when critical flows break, test environments such as prod, staging, UAT, and PR previews, multi-step test pipelines that pass data from one step to the next, and agent-native testing through an MCP server and CLI.
The product is intended for developers, solo founders, and small teams. It is presented as a fit for people who ship quickly and need QA that keeps pace with fast development cycles. For delivery and integration, the page names a CLI and API for CI/CD pipelines, and says tests can run in the pipeline already in place. It also states that a real browser runs the test and that no signup is required for a demo run.
Pricing is partly visible in the page text: there is a run-free-test prompt, a demo account option, and a reference to signing up for $3 free. A pricing section and a contact link are also present, along with a note about custom plans. No licensing terms are stated.
Test-Lab.ai sits in PulseGate's Testing & QA category. It focuses on automating web app testing and bug detection without manual scripting or brittle selectors. Test-Lab.ai is a B2B product aimed at QA engineers and web developers. Test-Lab.ai follows a freemium model, with paid plans starting at $29. It ships for the web, the command line, and API.
Test-Lab.ai builds and maintains Test-Lab.ai, and it first shipped in 2026. Key capabilities include AI test generation, no-code test creation, and self-healing tests. It exposes integrations via an MCP server and a public API.
Summary written by a language model from the project’s public pages.
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