What it is

Dovetail is a dedicated user-research platform. You upload recordings or transcripts, and it transcribes, lets you tag and highlight quotes, clusters them into themes, and turns findings into shareable insights. AI features add automatic summaries and semantic search across everything you’ve ever collected.

Our verdict

The best tool here when research is a team sport and needs to be durable. The difference versus pasting transcripts into an LLM is the repository: six months later you can search “pricing objections” across every study and get tagged, sourced quotes, not a hallucinated summary. AI summaries and semantic search meaningfully cut the tagging grind.

Where it falls short: it’s overkill (and real budget) for a solo PM doing occasional interviews — a general LLM will synthesize five calls just fine for free. Cost climbs with seats, and the Channels add-on for ingesting feedback at scale is a separate line item. There’s a learning curve before the structure pays off.

Get value in 10 minutes

Start on the Free plan and upload two or three interview recordings. Let it transcribe.
Highlight quotes as you skim and apply a handful of tags (e.g. pain: onboarding, delight: speed). Don’t over-engineer the taxonomy on day one.
Open the Insights view and let AI cluster your highlights into themes. Export the top insight — with its underlying quotes — straight into your PRD as evidence. That quote-to-decision traceability is the whole point.