Question: Is there a platform that can help me identify subgroups within my survey respondents and understand their opinions and concerns?

If you want a platform to find subgroups in your survey respondents and understand what they think and feel, CrowdPrisma is a good option. It uses AI-boosted natural language processing to analyze and summarize free-text responses, presenting the results through an interactive dashboard for drill-down analysis. CrowdPrisma finds signals and subgroups in survey data, including clusters of respondents who think alike and the topics they discuss. It offers real-time insights and automatically groups responses into topics, and you can cross-filter and drill down into any subset of respondents.

Another good option is Conjointly, an all-in-one survey research platform with more sophisticated tools for product and pricing research. Conjointly has several tools for subgroup analysis, including conjoint analysis, monadic testing and concept testing. It's geared for industries like consumer goods, MedTech and marketing agencies, and offers simple and reliable access to self-serve tools and on-demand custom projects.

For a more general-purpose research tool, check out Notably. It marries traditional research rigor with AI technology for a suite of tools to synthesize insights from a lot of data. Notably includes cluster analysis tools, digital sticky notes and filtering by participant, sentiment and tags. It's good for product researchers, market researchers and consultants who want to improve the quality of research insights by speeding up data analysis and synthesis.

Last, Sauce offers AI-powered tools to automate the gathering and analysis of customer feedback. It uses sophisticated AI clustering to find important trends and issues in feedback, so teams can concentrate on the most important customer needs. Sauce integrates with a variety of feedback sources and can perform real-time clustering and segmentation by customer attributes, making it a good choice for improving product adoption and reducing churn.