Depending on the research goal, different methods and tools may need to be used to collect and analyze user data. For instance, surveys, interviews, or usability tests can help to understand user needs, preferences, and behaviors, whereas analytics, feedback, or A/B testing can help to measure user satisfaction, retention, or conversion. To automate and scale research processes effectively, it’s important to select the methods and tools that can gather reliable and actionable data quickly and cost-effectively. UserTesting is one platform that allows users to be recruited and tested remotely while providing video and audio feedback, transcripts, and metrics; SurveyMonkey is a tool for creating and distributing online surveys with advanced features and integrations; and Hotjar is a tool that helps to understand user behavior on websites or apps through heatmaps, session recordings, feedback forms, and funnels.