Enter what you actually know
Customer requests, behavioral evidence, expected revenue impact, strategic fit, and your effort estimate.
FEATURE EVIDENCE SCORE
Idea Evidence
Enter the evidence behind a proposed feature to get a calculated evidence score, weighing customer requests, behavioral data, revenue impact, strategic fit, and effort.
- 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
We calculate an evidence score
Requests, behavioral signal, revenue, and strategic fit build the score up; a rising effort estimate pulls it back down using a diminishing-penalty curve.
Get a build-or-wait verdict
The result tells you whether the evidence justifies building now, needs more validation, or isn't there yet.
Continue learning: Common MVP development mistakes · MVP infrastructure cost breakdown
Frequently asked questions
Why does effort use a diminishing penalty instead of a flat one?
The difference between a 1-week and a 4-week feature matters a lot; the difference between a 40-week and a 60-week feature matters less in relative terms. A logarithmic penalty reflects that.
What if I only have customer requests and nothing else?
Requests alone can still produce a moderate score, but the tool is designed to flag that behavioral and revenue evidence are missing — a vocal minority isn't the same as broad need.
Is this a replacement for a full prioritization framework like RICE?
No — it's a narrower evidence check specifically for validating whether a feature idea has real backing before it enters a broader framework like RICE or MoSCoW.
Can I use this for bug fixes or technical debt too?
It's built for customer-facing feature ideas. For technical work, a framework weighing risk and stability is usually a better fit.
How We Compare
| Feature | MVPHub | Productboard | Canny |
|---|---|---|---|
| Quick single-check evidence score | Included | Limited | Limited |
| No signup or integration required | Included | Not included | Not included |
| Centralized feature request tracking over time | Not included | Included | Included |
| Customer voting and roadmap publishing | Not included | Included | Included |
Productboard and Canny centralize and track feature requests continuously across your whole customer base. MVPHub gives a fast, manual evidence check for one specific idea using what you already know.
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