Dovetail
Auto-tags and summarises user interviews so research themes surface on their own.
What is Dovetail?
Dovetail is a user research platform that uses AI to tag, transcribe, and summarise interview recordings, then surface recurring themes across dozens of sessions at once. Instead of a researcher manually re-reading every transcript, Dovetail highlights the patterns and lets you drill back into the exact clip a quote came from.
Dovetail was built specifically for user research teams who were drowning in hours of interview recordings with no realistic way to review them all by hand. The AI layer doesn't try to replace the researcher's judgement — it does the grunt work of transcription, tagging, and pattern-spotting so the human can spend time on interpretation instead of transcription. By 2026 it has become one of the more established tools in the research-ops space, largely because it stays narrowly focused on this one job rather than trying to be a general note-taking app.
Key features
- Automatic transcription of interview recordings
- AI tagging and theme detection across sessions
- Highlight reels linked back to source clips
- Cross-project search for recurring insights
- Shareable research repositories for whole companies
- Integrations with common video-call tools
Pros
- Genuinely cuts the hours spent manually tagging transcripts
- Cross-session theme detection surfaces patterns a single read-through would miss
- Repository structure makes past research actually reusable
Cons
- Overkill for teams doing only occasional, small-scale research
- AI-suggested themes still need a researcher to validate them
- Pricing scales quickly once a whole company wants access
Best for
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Alternatives to Dovetail
NotebookLM ★
Google's research notebook — upload sources, get a personalised AI tutor.
Granola
AI notepad that turns rough notes into polished meeting summaries.