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How AI describes Robot Framework

Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this

Robot Framework logoRobot Frameworkrobotframework.org

Parse Score

63.9

#7 of 21 in Web Test Automation Frameworks

Strength49
Reach49
Authority43

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Sources

browserstack.com shapes more of what AI says about Robot Framework than any other source, at 29% of its citations.

reddit.com · bugbug.io · club.ministryoftesting.com · guvi.in

AI questions where Robot Framework appears

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The market map

Web Test Automation Frameworks →
10%20%50%100%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →SeleniumCypressPlaywrightPuppeteerTestCafeWebdriverIORobot FrameworkKatalonBugBugAppiumJenkinsGitHubMablACCELQ

Where AI ranks Robot Framework

Web Test Automation Frameworks#7

  • Excerpts where Robot Framework appeared in the AI's answer

    Google AI Mode · excerpt
    Robot Framework is a keyword-driven test automation framework utilizing Python.
    Google AI Mode · excerpt
    Robot Framework is a keyword-driven acceptance testing framework built on Python.

  • Excerpts where Robot Framework appeared in the AI's answer

    ChatGPT Search · excerpt
    Robot Framework – A keyword-driven framework that can sit on top of Selenium or Playwright, making tests more approachable for non-programmers.