Deciding on a Feature Set – Turning Your Idea Into a Product
What is a feature set?
A feature set is a list or high-level description of what you want people to be able to do, and how you'd like them to interact with your app so it can actually solve the problem it's aiming to solve. Think of it as the blueprint that connects your app's purpose to its functionality.
Let's use the example of an app built on Adalo, a no-code app builder for database-driven web apps and native iOS and Android apps—one version across all three platforms, published to the Apple App Store and Google Play. Moonifest was built to create a community of people with similar interests and keep them engaged with content, services, and fun discussions. It's an app that helps people set intentions and manifest with the energy of the moon.
For Moonifest to accomplish that goal, it would absolutely have to include options to watch or listen to content, enter information and make notes, have a calendar, and get notifications. Features have a direct impact on the usefulness and usability of your app. If you include too many features initially, people may be confused about what your app's core purpose is, and how it solves a problem for them.
A feature set shouldn't just be a list of cool features. You need to have a clear objective behind why you're building an app, which will govern which features you need versus which features just seem helpful.
How do I narrow down on what I'm building?
Having an idea for an app is a good first step, but the next step should take you to what the app actually does, and who it helps. If you'd like a little help with thinking through that, here's a handy guide for you. Here's how you get from step one to step two.
It requires you thinking about the problem you're trying to solve, and working backwards from there. Tackling just one problem gives your app more focus and a greater likelihood of successfully solving that problem.
Using Moonifest as an example again:
Current scenario:
People often want to feel more grounded, present, and in touch with their energy. But it's hard in our busy, modern world. Things feel out of our control, and there's so much we don't know about the process. People end up starting out with good intentions and abandoning the process of meditation and setting intentions along the way. So how do we make this easier for them?
Who the app is for: Anyone interested in meditation
What do they want: They want to be guided through the process and have a community for consistent support and motivation
Enter Moonifest
Moonifest is: A community-building app with content as a service
What does Moonifest do: It guides users through meditations, setting intentions, and manifesting, while providing a supportive community.
Ada, Adalo's AI builder, lets you describe what you want and generates your app. Magic Start creates complete app foundations from a description, while Magic Add adds features through natural language.
By conducting a similar exercise for your app idea, it helps create a clear direction for the goal of your app, the problem it solves, and most importantly, the features you'll need to solve it. Tools like Adalo's Magic Start can accelerate this process—describe your app concept, and it generates a complete foundation including database structure, screens, and user flows automatically.
So, how do you choose the best features for your app?
There are many different types of apps that you can build, and they all come with their own baseline feature sets. Here are a few examples of common features:
- Registration
- Search functionality
- Push notifications
- Product gallery
- Shopping cart
- In-app payments
- Video player
- Profile page
- Integration with social media
- Messaging or chat service
- Scheduling
There's really no shortage of business ideas and use cases for mobile apps, and the opportunities to improve on existing apps seem endless too! The key is to choose features that create the greatest impact for your users.
With Adalo's Magic Add feature, you can add new capabilities by simply describing what you want. Need to add a booking system? Just describe it in natural language, and the platform generates the necessary screens and logic. This makes experimenting with different feature combinations faster than traditional development approaches.
Budgeting and prioritizing your app features
An important factor to consider when deciding on your app features is that big, bad budget! There's no point making a long list of features that you don't have the resources to build. Some features are relatively easy to build, some you could get for free if you're building with an AI-assisted platform, but it always helps to keep in mind what your resources are when deciding on a feature set.
Understanding platform costs matters. Adalo's paid plans start at $36/month with unlimited usage and no record caps on the database. Compare this to alternatives like Bubble, which starts at $59/month but includes usage-based charges through Workload Units that can create unpredictable costs. Glide starts at $60/month but limits data records and doesn't support App Store publishing. FlutterFlow starts at $70/month per user but requires you to source, set up, and pay for a separate database—adding complexity and cost.
Once you've listed out the features and budgeted appropriately for them, it's time to prioritize! This means choosing the features that you need for your MVP. Prioritize the features according to how important they are to help you accomplish your objective (that's the section on narrowing down what you're building!)
When you've prioritized the features you need for the MVP, and the ones that you can perhaps work on a little further down the road, you'll be able to plan, build, and execute your app idea!
Scaling your feature set over time
Your initial feature set is just the beginning. As your app gains users and you collect feedback, you'll want to add new capabilities. This is where choosing the right platform from the start pays dividends.
Adalo's modular infrastructure scales to serve apps with millions of monthly active users, with no upper ceiling. The Adalo 3.0 infrastructure overhaul (launched late 2025) made apps 3-4x faster and removed previous constraints. Unlike web wrappers that hit performance bottlenecks under load, Adalo's purpose-built architecture maintains speed at scale.
The X-Ray feature identifies performance issues before they affect users, helping you optimize as you add features. This proactive approach means you can confidently expand your feature set without worrying about technical debt slowing down your app.
Remember, it takes more than an awesome app idea—a successful app will be equally awesome when it comes to the idea, features, design, and user experience!
You don't have to be a coding genius to create an amazing app that your customers will love. If you're a freelancer, use Adalo to help you build software, connect with clients, and earn recurring revenue. And don't worry if you're new to this—there are plenty of free online courses and resources to guide you along the way. With over 3 million apps created on the platform and a builder described as "easy as PowerPoint," the barrier to entry has never been lower. So what are you waiting for? Let's start building!
FAQ
Why choose Adalo over other app building solutions?
Adalo is an AI-powered app builder that creates true native iOS and Android apps from a single codebase. Unlike web wrappers, it compiles to native code and publishes directly to both the Apple App Store and Google Play Store. With unlimited database records on paid plans and no usage-based charges, you get predictable costs as your app scales.
What's the fastest way to build and publish an app to the App Store?
Adalo's drag-and-drop interface combined with AI-assisted building features like Magic Start and Magic Add lets you go from idea to published app in days rather than months. The platform handles the complex App Store submission process, so you can focus on your app's features and user experience instead of wrestling with certificates and store guidelines.
What is a feature set and why does it matter for my app?
A feature set is a list or high-level description of what you want users to be able to do and how they'll interact with your app to solve a specific problem. It matters because features have a direct impact on your app's usefulness and usability. Including too many features initially can confuse users about your app's core purpose, so it's important to focus on features that directly support your app's objective.
How do I decide which features to include in my MVP?
Start by identifying the single problem your app aims to solve and work backwards from there. List out potential features, budget appropriately for them, then prioritize based on how important each feature is to accomplishing your core objective. The features essential to solving your users' main problem should be included in your MVP, while nice-to-have features can be added later.
What are some common app features I can build?
Common app features include user registration, search functionality, push notifications, product galleries, shopping carts, in-app payments, video players, profile pages, social media integration, messaging or chat services, and scheduling. The key is choosing features that create the greatest impact for your users and align with your app's core purpose.
How much does it cost to build an app with Adalo?
Adalo's paid plans start at $36/month with unlimited usage and no database record limits. This compares favorably to alternatives like Bubble ($59/month with usage-based charges), Glide ($60/month with record limits and no App Store publishing), and FlutterFlow ($70/month per user, plus separate database costs).
Can Adalo apps scale to handle many users?
Yes. Adalo's modular infrastructure scales to serve apps with millions of monthly active users, with no upper ceiling. The Adalo 3.0 infrastructure overhaul made apps 3-4x faster and removed previous constraints. The X-Ray feature helps identify performance issues before they affect users.
How do I narrow down what my app should do?
Think about the specific problem you're trying to solve and who your app helps. Define the current scenario your target users face, identify what they want, and then determine how your app addresses that need. Tackling just one problem gives your app more focus and a greater likelihood of successfully solving that problem for users.