You may optionally run Open-End AI analysis which creates AI-generated insights based on all responses to an open-end question. The analysis produces three outputs: a written summary, sentiment breakdown, and categorization of responses by theme.
Note: Artificial intelligence may make mistakes. Please verify all outputs for accuracy.
To run the analysis, click the Run AI analysis button on each open-end results report. This feature is available on paid plans at no additional cost.
Once the analysis is complete, the results panel displays:
- AI summarization: A paragraph summarizing the key themes and patterns observed across all responses.
- AI sentiment: A bar chart breaking down responses into four sentiment categories: Positive, Neutral, Negative, and Undetermined. Each category displays the percentage of responses that fall into it and the raw count. A mean sentiment score and total response count are shown below the chart.
- AI categorization: A table that groups responses into thematic categories. Each row in the table includes:
- Category: The name of the theme.
- Count: The number of responses assigned to that category.
- Description: A brief explanation of what characterizes respondents in that category.
- Response excerpts: Representative quotes from respondents in that category.
As new survey responses come in, you can re-run the analysis at any time by clicking Run AI analysis in the banner that appears. Each run reflects all responses collected up to that point.