Early feature lists mix several different things: core workflow steps, polish, safeguards, future opportunities and requests from people with different needs. Sorting those into separate buckets prevents a promising first app from becoming a collection of unrelated screens.
Start with one outcome
Describe what the intended user should be able to do after opening the app. Keep the sentence observable: “save the receipt and know which project it belongs to,” not “feel more organized.” Then map the steps between opening the app and reaching that result.
A feature belongs in the first version when removing it breaks that path, hides the result, or makes a predictable error impossible to recover from. Everything else has to earn its place with evidence.
Use a four-question feature filter
- Does the core user need it now? Name the person and situation, not a hypothetical future market.
- Does it complete or protect the main job? Include necessary input, confirmation and a safe correction path.
- What evidence supports it? A repeated workflow or observed failure is stronger than a feature request with no context.
- Will it teach you something? A first release should reduce a meaningful uncertainty about use, clarity or value.
Sort ideas into three clear groups
The primary action and the minimum data, feedback and recovery needed to complete it.
One or two uncertain ideas that can be tested with a prototype or a small release without blocking the core workflow.
Nice-to-have customization, broad integrations and scale features that do not help the first user reach the first outcome.
Do not use feature votes as a substitute for context
Requests are useful when you know who asked, what they were trying to do, and what happened when the current path failed. A feature can solve one person’s workaround while making the product harder for everyone else. Ask about the last time the problem occurred before turning a suggestion into a commitment.
Likewise, “every app needs accounts,” “we need AI,” or “users expect social sharing” are not evidence. A sign-in system may be essential for cross-device collaboration and unnecessary for a private utility. Choose based on the job and the test you need to run.
Keep the first test small enough to interpret
Set a boundary around the test: a small audience, one workflow and one outcome. If the initial release introduces five new concepts at once, you will not know which one helped or confused people. Ship a coherent slice, watch someone use it, and write down what you saw before planning the next feature.
Separate implementation constraints from user priorities. A technical foundation may be necessary even if users never see it, but it still needs a reason: reliability, privacy, maintainability or a specific capability. State the reason plainly so “infrastructure” does not become a blank cheque.
A simple prioritization worksheet
- Feature: describe the user action, not the solution label.
- Job supported: identify the workflow step it enables.
- Evidence: record what users actually did or said.
- Risk if absent: explain what fails in the first test.
- Cheaper experiment: see whether a conversation, mock-up or manual workaround can answer the question first.
- Decision: must work, test next, or not now—and why.
Use the free app MVP scope planner to turn those decisions into a copyable first-pass plan. For the fuller page-by-page structure, use the iPhone app MVP scope template. Palm helps organize a plain-language idea into a brief, native project and launch preparation on Mac; see Palm for the current product details.