Analyzing Results
Look for Patterns
Analyze data by looking for common groups and themes throughout your findings. Pay attention to which content items consistently get grouped together across different participants and sessions.
The use of AI can really help with identifying themes in raw data from card sorting sessions. AI tools can quickly process participant explanations and grouping rationales to surface patterns that might be missed in manual analysis. If you are in the Yale community, we recommend using Clarity, Yale’s AI platform, to help analyze qualitative feedback and identify recurring themes.
Identify terminology patterns in how participants name groups - this language often works better for navigation labels than internal organizational terms.
Visual Representation
We strongly recommend leveraging a more visual representation of your sitemap to workshop and ideate based on card sorting results. Transform insights into proposed site structures that can be further tested and refined.