Lesson 1062 of 1455
AI and interview transcript coding: find themes without re-reading 100 pages
AI tags themes in interview transcripts so qualitative research stops eating your weekend.
Builders · Research & Analysis · ~4 min read
The big idea
If you ran 10 interviews for a research project, finding themes by hand takes forever. AI can do a first-pass coding so you have themes to refine, not 100 blank pages to stare at.
How to use it
- Paste a transcript and ask AI to identify recurring themes
- Ask AI to tag quotes by theme with line numbers
- Ask AI to spot themes that ONLY appear in one interview (outliers)
- Ask AI to draft a code book you can refine
Try it
Take any short transcript (or interview a friend). Ask AI to find 3 themes and tag the supporting quotes.
Key terms in this lesson
Practice this safely
Try this with a school, hobby, or family example where the stakes are low. Use the AI output as a draft you can question, not as the final answer.
- 1Ask AI to explain qualitative coding in plain language, then underline anything that sounds uncertain or too broad.
- 2Give it one detail from "AI and interview transcript coding: find themes without re-reading 100 pages" and ask for two possible next steps plus one reason each step might be wrong.
- 3Check thematic analysis against a trusted source, teacher, adult, expert, or original document before you use it.
End-of-lesson quiz
Check what stuck
8 questions · Score saves to your progress.
Lesson help
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