Evidano is an AI-powered qualitative data analysis platform that ingests images, audio, transcripts, and observer notes to link maps and verbatim quotes to participant records. Cognitive mapping in UX is a rapid way to surface users’ mental models and surface design friction. This post translates IxDF's July 3, 2024 guide into a reproducible workflow for UX researchers, product teams, and policy analysts who run interviews and need reliable syntheses. You will get a condensed step-by-step for collection, a pilot checklist, and concrete ways to scale analysis using AI-enabled qualitative research tools like Evidano. Read the original IxDF primer here: IxDF and follow the short playbook below to turn sticky-note maps and recordings into prioritized design changes.
Run this analysis on your own data
Start freeTopics
- cognitive mapping UX
- cognitive maps
- qualitative analysis
- user mental models
- Evidano
Run this analysis on your own data
Evidano codes documents, interviews, survey responses and spreadsheets with AI, with your judgment in control at every step.
Keep reading
- Commentary on NewsQualitative Analysis of SLP Job ReadinessTurn PLOS One (Jul 21, 2026) SLP focus-group findings into reproducible thematic evidence with AI transcription, translation, coding, and secure audit trails.
- Commentary on NewsFaster Qualitative Analysis of Perinatal Mental HealthAI-enabled qualitative workflow to map perinatal mental health for South Asian immigrant women in Canada, operationalizing the PLOS One scoping protocol with Evidano.
- Commentary on NewsAI Transcription for Qualitative Research: Faster InterviewsAI transcription for qualitative research: transcribe.cpp offers 16+ model families and 60+ variants for private on-device or cloud transcription with Evidano.
