Identify your research risks
Note anything that could bias or weaken your findings, like a skewed sample or leading questions.
RESEARCH RELIABILITY CHECK
Research Risk Register
Log up to four research risks with a category, likelihood, and impact, and get a risk-priority score per item plus an overall research-reliability caveat.
- Uses your inputs in a transparent calculation
- Instant result with practical next steps
- No signup required
Planning guidance only. Validate important decisions with customer evidence and your delivery team.
YOUR INPUTS
Build your result
Complete every field. The result updates only when you choose Calculate.
How it works
Rate likelihood and impact
Score each risk 1-5 on how likely it is and how much it would distort your conclusions.
Get a reliability caveat
See a priority score per risk and an overall reliability read for your research.
Continue learning: Customer interviews before building your MVP · A market validation framework for startups
Frequently asked questions
Why does this matter if my findings already look positive?
Positive-looking findings from a biased sample or leading questions can be more dangerous than no findings at all — they create false confidence in a decision.
What's a common example of a biased sample?
Interviewing only existing customers or people from your own network, who are likely to already be favorably inclined toward your idea.
Should I stop research if reliability comes back low?
Not necessarily — treat the findings as directional and prioritize fixing the highest-priority risk (like widening your sample) before making a major decision on them.
Can I use this after every round of research?
Yes — it's designed to be a quick, repeatable check attached to each research effort, not a one-time audit.
How We Compare
| Feature | MVPHub | Dovetail | Notion |
|---|---|---|---|
| Likelihood x impact priority scoring | Included | Not included | Not included |
| Qualitative research repository | Not included | Included | Limited |
| Freeform risk notes | Not included | Limited | Included |
| Overall reliability caveat | Included | Not included | Not included |
Dovetail organizes qualitative research and Notion stores freeform notes, but neither computes a risk-priority score or reliability caveat. MVPHub gives that structured check.
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