Question: Is there a tool that provides qualitative feedback analysis and sentiment analysis for beta testing?

If you're looking for a tool that offers qualitative feedback analysis and sentiment analysis for beta testing, Stomio is a good option. It offers AI-boosted project setup, centralized management of multiple beta projects and testers, customizable tester experiences, and integration with tools like Slack, Zoom and Jira. The platform comes with widgets for in-app feedback, qualitative feedback analysis, sentiment analysis and engagement tracking, so you can get good user feedback and deeper insights to ensure a smooth product launch.

Another good option is Speak, which is good for rapidly ingesting and analyzing unstructured language data. It comes with a range of AI-powered tools for different use cases, including converting audio and video to text, helping with meetings, analyzing survey and form data, supporting qualitative research, analyzing interviews and focus groups. Speak can transcribe more than 70 languages and offers flexible pricing, so it's a good option for market researchers, qualitative researchers and go-to-market teams that want to automate their workflows and get more out of their language data.

If you're looking for something more specialized, Marvin automates tedious parts of qualitative research and data analysis with AI technology. It has a centralized repository to house and organize user interviews, transcripts, notes and research artifacts. Marvin's features include automated transcription in more than 40 languages, video clips and highlight reels, automated tagging and analysis, and integration with tools like Zoom, Notion and Google Sheets, so it's good for product designers, researchers and students doing UX research.