Prioritization filters
Every feature should earn its place by supporting learning, value, or operational viability.
- - User value
- - Business risk
- - Build complexity
- - Learning potential
Guide
MVP Feature Prioritization: What Belongs in Version One?
The best MVP is not the smallest product possible. It is the smallest product that can test the right assumptions with real users.
By App Crafters · Product planning and engineering guide
What to postpone
Many features are useful later but harmful in version one because they delay learning.
- - Advanced admin settings
- - Complex automation
- - Nice-to-have analytics
- - Rare edge cases
Use a one-page decision worksheet
For each feature, write the user problem, the assumption it tests, its dependencies and the evidence you expect. Compare value and learning against effort and risk. Avoid treating a scoring formula as certainty: a legal requirement or a necessary access control can be essential even when it does not improve an activation metric.
- - Keep features required for a complete, safe core journey
- - Use a manual operation when it can test demand adequately
- - Remove features that serve no current audience or learning goal
- - State the trigger that would justify a postponed feature
Example: a service-booking MVP
The core journey might be choosing a service, selecting an available slot and receiving confirmation. Staff need a way to see and manage the booking. A loyalty program, advanced segmentation and a custom report builder can wait until real usage shows their value. Test the journey with users, then decide what to improve from observed friction.
- - Measure successful booking completion
- - Review cancellations and support questions
- - Prioritize the next release around evidence from actual use
FAQs
How many features should an MVP have?
As few as possible while still supporting the core workflow and learning goal.
Who should prioritize features?
Founders, users, product, and engineering should all inform prioritization because each sees different risks.
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