Log observations as you collect them
Every note from an interview, usability test or survey response is logged as one line with a source and topic tag.
Free MVP research tool
Research Digest
Paste raw notes from interviews, usability sessions and surveys, and get them grouped into recurring UX findings ranked by how often they came up.
- Calculated instantly from your inputs
- No signup or data submission
- A focused next step for MVP planning
Your entries remain in this browser session and are not sent to MVPHub.
Your inputs
Group raw notes into recurring findings
Enter one observation per line as Note | source (interview/usability/survey) | topic tag. Use a short, consistent topic tag so related notes group together.
Your calculated result
Your result
0/100
Planning score
Recommended next actions
How it works
Group by topic tag
Notes sharing the same topic tag are grouped into one recurring finding, regardless of which source they came from.
Rank by frequency and source diversity
Findings mentioned across more notes and more distinct source types are ranked higher, since cross-source repetition is a stronger signal than a single mention.
Frequently asked questions
Does Research Digest summarize using AI?
No — it applies transparent grouping and frequency counting on the topic tags you assign, so the same input always produces the same digest.
What makes a good topic tag?
A short, consistent noun phrase like "navigation" or "pricing confusion" — consistency across notes matters more than precision in wording.
Why does source diversity matter?
A finding raised in an interview, a usability test and a survey is more likely to be a genuine pattern than one raised three times in the same source.
Can I mix notes from different research periods?
You can, but the digest is more useful as a snapshot of one period at a time so you can track whether findings persist or get resolved over time.
How we compare
| Capability | MVPHub | Dovetail | A shared notes doc |
|---|---|---|---|
| Groups notes into recurring findings automatically | ✓ | ✓ | × |
| Ranks findings by frequency and source diversity | ✓ | — | × |
| Full research repository with tagging and clips | × | ✓ | × |
| No account or setup required | ✓ | × | ✓ |
MVPHub groups and ranks notes you paste in directly with transparent counting logic. Dovetail is a full research repository built for ongoing tagging, clipping and analysis across a team.