KayBiHow to find themes and patterns across user interview recordings
Find recurring themes and meaningful exceptions by searching interview recordings in layers, comparing context, and verifying the original moments.
Last updated: August 16, 2026
Want to try the workflow with your own interview set? Try KayBi free for 7 days (adults 18+; no card required).
1. Define the theme you are trying to find
Start with a research question rather than a vague request to “find themes.” Write down the behavior, need, friction, or belief you want to investigate, along with the population and situation. For example, “What makes new administrators hesitate before inviting a teammate?” is easier to search and compare than “What did users say about onboarding?”
List a few likely ways people might express the idea. A participant may describe the same concern as risk, lack of permission, fear of making a mistake, or not knowing who should be invited. These phrases become search paths, not conclusions.
2. Give every recording enough context
Keep the interview date, participant type, research question, moderator, and study or product area with each recording. Consistent names make it much easier to separate a discovery study from a usability follow-up or a later customer conversation.
Make the audio or video searchable, but remember what search cannot capture reliably. A transcript may miss hesitation, emphasis, a screen interaction, or something visible in the room. Keep the original recording and use the searchable result to locate the moment you need to review.
3. Search in layers, not with one perfect phrase
Try the participant’s likely words first, then broaden the search to concepts and examples. Search the product area, the action, the reason given, and the consequence separately. Include both positive and negative forms: “easy to share,” “couldn’t share,” “didn’t trust the invite,” and “sent it another way” may all point to one pattern.
- Find distinctive phrases or examples in the full recording set.
- Search related language and likely synonyms across all interviews.
- Filter by study, participant type, date, or task before comparing results.
Treat search hits as candidate evidence. Do not call something a theme merely because several results contain the same keyword; the surrounding explanation is what tells you whether the moments mean the same thing.
4. Compare the moments and verify the pattern
For each useful result, record the participant or segment, timestamp, concise interpretation, supporting quote, and any counterexample. Group moments by meaning rather than by identical wording. Keep separate themes separate when the same behavior has different causes.
Check how many interviews support the pattern, how many contradict it, and which groups were actually represented. Frequency is not the same as importance, and a memorable story is not proof of prevalence. Open the timestamp in the original recording before sharing a quote or making a product decision.
When a cross-recording memory tool helps
A cross-recording tool is useful when the evidence is spread across interviews and you remember the idea, but not the participant or timestamp. KayBi is one option: it can search supported audio and video alongside PDFs, images, text/markdown files, and normal conversations, then point you to a source citation.
Use that result to assemble a candidate theme set, then listen to the original moments yourself. Research interpretation still needs your study context, coding judgment, and attention to disconfirming evidence.
Privacy, consent, and a practical way to test the workflow
Interview recordings can contain names, voices, screens, health details, or confidential product information. Confirm participant consent and your organization’s rules before uploading anything. Check account isolation, retention, deletion, export, and which providers process the content, and begin with a recording set you are allowed to process.
KayBi does not sell data or train KayBi-owned models on private user data by default; provider terms and processing apply. KayBi does not claim true end-to-end encryption in V1. It is for adults 18+ and offers a no-card 7-day trial with published limits, so test the find-and-verify loop with a small, consented interview set.