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Why Your Business Needs a Telegram Mini App in 2025

· 7 min read
Boris Markarian
AppStruct Co-founder

Desk

In 2025, every other entrepreneur has a website, a third have a mobile app — but the most forward-thinking ones are already launching Telegram Mini Apps (TMA).

Why? Because it’s the fastest way to reach your customer — right inside the messenger they use every day.

Telegram used to be known for crypto games and meme channels. But today, it's becoming a real business platform. Let’s break down why Telegram Mini Apps work — and why now is the perfect time to launch yours.


1 Telegram is becoming the new super app

Since 2022, Telegram has been actively building its Mini Apps platform — Web-based apps that open directly inside Telegram, no downloads, no waiting, just a couple taps.

In 2024, Telegram added a dedicated “Apps” tab to its search menu and even introduced the ability to minimize apps like browser tabs.

Telegram is clearly following the WeChat path — turning from a messenger into a full ecosystem for communication, services, payments, and shopping.

2 A billion+ users at your fingertips

As of 2024, Telegram reports over 1 billion users globally, with 85 million in Russia alone.

And those users are highly engaged — spending an average of 4.5 hours per day in the app.

No website or marketplace can offer this level of daily presence.

A Telegram Mini App isn’t just a product. It’s a shortcut into your customer’s daily routine.

3 Frictionless customer journey

Here’s how traditional funnels look: someone sees your ad → goes to your site → page loads slowly → they get distracted → you lose them. Moreover, the user needs to register, which is an additional barrier to purchase.

Now compare that to this: someone sees your ad on Telegram → taps → your app opens instantly inside the chat → they complete the action.

Telegram Mini Apps cut out the friction and get straight to the conversion. Fast, smooth, effective.

Desk source: findmini.app

4 Zero-cost notifications & retargeting

One of the most underrated benefits of Telegram Mini Apps: you get free push notifications.

Once a user opens your app, you get their Telegram ID and public profile data.

From there, you can send personal messages directly to their inbox — no CRM tools, no ad spend, no third-party integrations.

It’s probably the cheapest and fastest way to bring users back to your product.

Push notifications in Telegram have a 90% open rate — far higher than email or browser push. This alone can drive up to +20% conversion to purchases or key actions.

5 No app store drama

Apple and Google are known for randomly removing apps — due to sanctions, politics, policy changes, or just bad luck.

Telegram Mini Apps don’t depend on stores. They can’t be removed by outside platforms, and Telegram doesn’t charge publishing fees.

But even more importantly: no 30% store commission. Telegram Mini Apps connect users directly to your product — you keep all your revenue.

More profit stays in your hands — not in the App Store’s.

6 No downloads, no updates

How many users do you lose because they don’t want to download another app?

Telegram Mini Apps don’t require installation — they launch instantly in Telegram and update automatically.

That’s especially helpful for Android users with limited storage or slower devices. No bloat, no friction — just performance.

7 Easier and cheaper to build

A traditional website or mobile app can cost 5–10K$ s and take months to launch.

Telegram Mini Apps usually cost 3–5 times less and can be launched in just 2 to 8 weeks.

And if you don’t want to deal with custom development — just use a Telegram app builder like AppStruct.

8 Global payments built-in — even without a bank

Telegram supports universal payment method - Telegram stars, a native payment token available across the world.

This means your users can pay you even if they don’t have traditional banking tools or cards.

It opens the door to truly global monetization, especially for creators, freelancers, and digital products.

9 Native UX that feels like a real app

Unlike browser-based WebApps, Telegram Mini Apps support native integrations that give users a smoother, more immersive experience.

Examples include:

  • Haptic feedback (vibration) for taps and actions
  • Camera & QR codes
  • Notifications via telegram bot
  • Instant file sharing, geo-location, and deep links

Your app won’t feel like “just a site.” It will feel like a native experience inside Telegram.

Desk source: findmini.app


Who should consider Telegram Mini Apps?

Pretty much everyone:

  • eCommerce stores
  • taxis and delivery services
  • salons and beauty brands
  • cafes and restaurants
  • tech startups
  • educational platforms

If you already have a website or app — you can easily bring it to Telegram with a WebApp.

And that means new traffic, new users, and faster conversions — right inside the app they use daily.


What if you don’t want to code?

Coding from scratch takes time. And most Telegram app builders on the market are too limited — they only offer basic templates and little design control.

That’s where AppStruct comes in: we built a flexible drag-and-drop editor where you can build any app you want, no code, just creativity.

Whether you run a restaurant, marketplace, courier service, or online course — AppStruct gives you full front-end freedom.

Here’s what makes us different:

1. Full front-end freedom

Most no-code tools lock you into rigid templates. AppStruct is the only Telegram app builder that gives you full visual control over your front-end. Want to build something custom? You can.

2. Advanced backend logic

You’re not limited to simple forms or actions. AppStruct supports complex business logic, data flows, and conditional workflows — all with a simple visual interface.

3. Cross-platform by default

Build once — launch everywhere.

With AppStruct, your app runs on Web, Desktop, Mobile, and even as a Telegram Mini App — no need to rebuild for every platform. That’s a game-changer.

4. Deep Telegram integration

We offer native access to Telegram’s API — including user IDs, bot interactions, message controls, inline launches, payment integrations, and more.

Your mini app will feel seamless and fully native inside Telegram.

5. Launch in hours, not weeks

Thanks to our intuitive builder, you can go from idea to live app in just a few hours.

No dev team. No missed deadlines. Just you, your idea — and your customers.


The future is already here

Telegram Mini Apps aren’t just a passing trend. They’re the next stage in digital product development — no app store gatekeepers, no forced downloads, no user fatigue.

And the best part? No real limits on functionality.

We believe that within the next few years, every serious business will have a Telegram Mini App — just like they have a website today.

The only question is: will you be ahead of the curve, or playing catch-up?


Ready to build yours?

We offer ready-made templates for common business cases — and full design freedom for everything else.

Try it out — and see how fast, simple, and fun building apps can be.

👉 Build your Telegram Mini App with AppStruct

About us

· 14 min read
Boris Markarian
AppStruct Co-founder

Hi everyone, my name is Boris, I am the CMO of AppStruct — a no-code platform for creating web and mobile applications, as well as Telegram miniapps. In this article I will share with you our story — I will tell you why we decided to create our own platform despite the fact that there are already big players on the market, and how we try to be better, more convenient and easier for users.

We believe that everyone should be able to create cool apps quickly and without unnecessary fiddling.

Bubble is a cool thing, but it's mostly focused on websites, not mobile apps. You can build almost anything there, but you need to spend a lot of time to learn how to do it well. And only then you can create really cool products.

Flutterflow is a low-code platform customized for mobile applications, which until recently was developed with the support of Google. Indeed, you can build a lot of cool apps there, but to properly understand all the nuances, you need to spend about a year. However, if you cannot realize what you have conceived with the built-in tools inside the platform (and there are a lot of such cases), you will have to add code inside the platform. And no one cares that it is not quite no-code anymore.

Glide is a super simple and convenient platform with a backend in the form of tables on steroids. The front end is almost not customizable, but you can build a web on your own, test the idea and then safely move to a full-fledged native product on another platform.

Adalo is something between Flutterflow and Glide. Here you can build more complex applications than in Glide, but still not as functional as in Flutterflow.

AppMaster is a very cool platform for business, especially if you need a powerful backend. You can implement a lot of cool things, but the subscription price is very high and the frontend is not very functional.

Of course, there are still other platforms like Softr, Bravo, Thunkable and others. But when native functionality is needed, developers look at Bubble and Flutterflow first.

Desk


The main pain

It's simple: it's too long and too complicated. The threshold of entry to many of these tools is really very high. And what does the average person expect when they first enter the world of no-code? Usually it sounds like this: “I wish I could learn some normal tools so that I could become a freelancer in a couple of months and build simple applications from home”.

But in reality? It turned out that everything is not so rosy: long (and often expensive) courses, complicated basics of mobile development, language barrier, overestimation of one's own abilities and a lot of other things that people didn't even realize.

What about professional developers?

We talked to many developers and realized that everyone had their own pains - depending on the tool, the task and their experience. But there was one common problem that seemed to run through all the conversations: development speed. No matter how much of a pro you are, development still takes a lot of time. Sometimes it's due to the complexity of the product or the client's wishes, but most often it's the routine assembly of front-end and logic, which takes a lot of effort.

This is exactly the point we decided to focus on. Our goal is to find the sweet spot between ease of use and functionality. We wanted to create a tool that would allow us to quickly build mid-level applications (like shipping, shopping, tutorials, and so on) without requiring months of study. To achieve this, we had to fundamentally rethink many aspects.


Methodology of product creation

When we started creating our platform, we immediately decided on the main rule: everything should be as simple as possible. We wanted even a person who had previously worked only in Figma to be able to open our platform and quickly understand everything.

At the same time, we realized that simplification does not mean cutting off everything important. That's why we tried to keep the maximum of key functions that are necessary for work, but to make sure that they do not overload the interface and do not scare away newcomers.

We kept the basic practices from other popular tools, especially from Figma, which many people already know and understand. This gave us a foundation for the interface and basic functions.

The details, of course, are many, and I won't tell you about all of them. I'd rather dwell on those things that really distinguish us from others and make our platform special:

Drag & Drop

I'll tell you right away - maybe some developers are about to have a fit, but we deliberately decided to abandon containers and make absolute positioning. Why? It's very simple: imagine a beginner who has used a photo editor or PowerPoint before. It is very difficult for him to understand how containers work, how they interact with each other, and what to do with them in general. We wanted a person to be able to simply take an element, drag it onto the screen, twist it, pull a corner and stretch it the way he or she wants. This is how the simplest and easiest tools work - and this is where everyone who takes their first steps in development usually starts. Why is it important? It is very important for beginners not to stumble at the start over a bunch of settings and fiddles, but just try to build something, even if it is crooked and askew, add a couple of actions and understand how everything works. Eventually, a person will get the hang of it and start customizing everything down to the pixel, setting the exact size and location of components. In addition, this solution is a great help for professionals, if you need to quickly sketch a prototype in front of a customer and immediately show how everything will look and work.

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Screen layout

Here again, we decided to go the “beauty in simplicity” route. We looked at how it's done in Flutterflow and realized that the idea of one screen that is constantly open creates a lot of unnecessary movements: you run here and there, check where the action is coming from and where it's going, and in the end, when the project is almost ready, you suddenly realize that you forgot something and go back to the initial screens to double-check everything. Then we looked at Adalo. There all the screens are in one pile, you can move them as you like, and they are connected by threads from the buttons. This is certainly more convenient than in Flutterflow, but if you have more than 20 screens, you get chaos - a tangle of threads that you can get tangled up in. So we thought: what if we made it as simple as possible? We placed all the screens on one big canvas - one after another. You can switch between them with one click on the illuminated area next to the screen. All screen settings are located in a special section of the menu, and there you can change their places by simple drag-and-drop. Why like this? Because it's clear and convenient: you can see all the screens at once, which one comes after which one, and there's no confusion, because they are strictly arranged horizontally, without the possibility of accidentally dragging one somewhere up or in the corner.

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Basic settings

Here we decided not to reinvent the wheel. We have two side bars: one for technical settings, the other for customization. The left bar is fully focused on “technical” - customizing components, adapting and adding actions. The right bar is for creativity: everything related to layout, styles, sizes, etc.

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Backend

We looked at what applications are most often built and found out that they are usually not super-functional applications, but normal, life-like projects: stores, deliveries, learning platforms. So we decided to make the backend in the form of tables on steroids (yes, yes, almost like Glide and Airtable) to keep things simple and clear. You want a store? Please: load a catalog, display products in cards, add necessary links and functions. Everything is as fast, convenient and cheap as possible - both in terms of development and technical side. For those who want to dig deeper, we have integration with Supabase.

Desk

Preview

Here's another pain that we understand perfectly well - it's the preview. In our case, previews can be done right on the working canvas. For example, if you've added a button transition, when you click on it, you'll immediately see yourself being thrown to the right screen. You can show a pop-up notification, toast and more - all of this you can test the functionality without doing anything extra. We plan to add a full-fledged emulator for more advanced testing in the near future.

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Cross-platform

We thought: why not make it possible to build one app and immediately publish it as a web app, as a native mobile app, as a desktop app, and even as a Telegram mini-app? You can't do that in most other builders: for example, if you build an app in Flutterflow, you have to go to other platforms and rebuild everything again to get a full-fledged web, desktop or Telegram app. Why is this important? Because it saves a lot of time and nerves. You don't waste energy on rebuilding and jumping between platforms, but work on a product that really works everywhere.

Desk

Where's the speed?

All the features we have described above, of course, already make development easier and faster. But this was not enough for us - we wanted to really change the rules of the game and take the process to a whole new level.

To do that, we added a few more features that will help you save not just minutes, but whole days. 🚀

Browser extension

We all know how it usually happens: a customer comes to you with an idea to build a mobile application or a telegram miniapp, and in his head he already has a reference or an example in the person of his competitor. But until he explains to you what he wants, in what colors and sizes - it takes a lot of time. And if he doesn't like something? All over again: a new layout, approvals, revisions....

We decided to simplify this headache. That's how we got our browser extension. Now you can go to your competitor's site, right-click to copy the necessary components (with all the styles and content), and then paste them directly into our designer - in one click!

This means that you can build the initial mockup right in front of the customer, literally at a meeting, and immediately show them how their application will look like. This saves 1-2 days just on approvals and edits - while one sends the mockup and the other looks at it.

And it also helps to close a client's purchase faster: he will have no time to change his mind - he will see at once how cool his future project will turn out to be.

And that's not all: in the future, we want to make it possible to copy not only individual components, but entire pages.

Desk

Component Recognition - when AI really helps

It happens: a customer brings you a layout in Figma - and it's great, but it's big and complicated. So instead of spending hours rebuilding everything manually, you can simply transfer this layout to our designer. And then artificial intelligence will do everything for you: it will recognize all the components, colors, sizes and carefully place them on the screen exactly as they were in the original.

This means that you won't have to waste time on routine front-end assembly - you can go straight to editing and customization.

Desk

Code generation with AI

Well, how can we do without AI? We decided that it is a must-have and made a separate section in the menu, where you can use text descriptions to create components directly in our constructor. Imagine: you write, for example, “create a payment card with a shadow and a highlighting effect when pointing”, and our AI does it all for you. Even if this effect is not in the designer's settings, it still works - all because we have React.

And if you need even more flexibility, there is an extension of this feature - “Code injection”. Right after generating a component, a window appears where you can edit the code or insert your own. It's not the most flexible tool yet, but it works.

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Direct Publishing

To be honest, we were surprised ourselves when we found out that there are entire companies that charge money just to wrap your app and upload it to the Apple Store or Google Play. We thought, why pay someone to do that when you can just build such a feature right into the platform?

So we made it part of one of our pricing plans - without any middlemen. How does it work? It's simple:

  1. You create your Apple Store or Google Play account and fill out whatever they require.
  2. You insert the necessary keys and upload all the necessary data (photo, description) directly in our builder.
  3. click “New build” and you're done!

Works great and publishing takes only about 15 minutes. Easy, fast and without unnecessary headaches.

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What’s next?

We've already made a lot of cool features, but we're definitely not going to stop there. We have two big directions we want to go in.

  1. AI-generation. Yes, vicoding is cool, but it's still not enough for full-fledged mobile app development. We believe that if we combine AI-generation with manual customization, we will take development to the next level. Now we are actively working on making our AI able to generate not only individual components, but entire screens. After that, we will start generating logic. It's not an easy path, but it's definitely worth it.
  2. Your requests. We always welcome feedback. In our roadmap you can leave any requests for new features, and we will try to realize them. It's important to us that our platform really helps you and meets the needs of the market.

Our goal is to add so much functionality that you can realize any idea and cover the whole range of tasks you may need. We want you to always have the right tool at your fingertips - so you can create whatever you have in mind.


Conclusion

We at AppStruct have always believed that creating mobile apps should be simple, clear and fast. It is with this belief that we approached the development of our platform: we took the best of what is available on the market, added convenient features and simplified everything we could.

We do not stop at what we have achieved: we are actively working on new features, listening to your wishes and improving our platform every day.

Thank you for reading us. Let's make application development easier and more accessible for everyone.

I look forward to your comments!

How Much Does It Cost to Build an App With No-Code Platforms in 2025?

· 6 min read
Vladimir Tambovtsev
AppStruct Founder & CEO

Building an app traditionally requires significant investment - both in time and money. But with the rise of no-code platforms, businesses and entrepreneurs can now create professional applications at a fraction of the cost. In this comprehensive guide, we'll break down the real costs of building an app with no-code platforms in 2025.

Traditional App Development Costs vs. No-Code Platforms

Before diving into no-code pricing, let's understand what traditional app development typically costs:

Development ApproachAverage CostTimeline
Traditional Development (Agency)$40,000 - $250,000+4-9 months
Freelance Developers$20,000 - $80,0003-6 months
In-house Team$80,000 - $500,000/yearOngoing
No-Code Platforms$0 - $50,0002 weeks - 3 months

As you can see, the difference is substantial. But what exactly factors into no-code platform pricing?

Key Factors That Influence No-Code Platform Costs

1. Subscription Tiers and Pricing Models

Most no-code platforms operate on subscription-based models with different tiers:

  • Free/Starter Plans: Limited functionality, suitable for MVPs or simple apps
  • Professional Plans: More features, higher usage limits ($20-$100/month)
  • Business Plans: Advanced features, integrations, scalability ($100-$500/month)
  • Enterprise Plans: Custom pricing, dedicated support, maximum security ($500-$5,000+/month)

2. App Complexity and Feature Requirements

The more complex your app, the more you'll likely pay in terms of:

  • Number of screens/pages
  • Database complexity and records
  • Integration with third-party services
  • Advanced logic and workflows
  • User authentication systems
  • Payment processing capabilities

3. Hosting and Infrastructure Costs

Many platforms include hosting in their pricing, but there are often limits:

  • Database Records: Most platforms limit the number of database records
  • Storage: Limits on file storage (images, videos, documents)
  • Bandwidth: Restrictions on monthly traffic or API calls
  • Concurrent Users: Some platforms charge based on active users

4. Additional Costs to Consider

Beyond the platform subscription, you might encounter:

  • Custom Domain: $10-20/year
  • App Store Publishing: $99/year (Apple), $25 one-time (Google)
  • Premium Plugins/Integrations: $5-100/month each
  • White-labeling: Often an enterprise-level feature

Here's how major no-code platforms compare in 2025:

Bubble

  • Free Plan: Basic features, Bubble branding
  • Starter Plan: $32/month (annual billing)
  • Growth Plan: $134/month
  • Team Plan: $399/month
  • Enterprise: Custom pricing

Additional costs: Plugins ($5-70/month), increased capacity ($29+/month)

Adalo

  • Starter: Free (2 apps, 50 records, Adalo branding)
  • Pro: $65/month (10k records, custom domains)
  • Business: $250/month (50k records, priority support)
  • Enterprise: Custom pricing

Webflow

  • Standard Ecommerce: $42/month
  • Plus Ecommerce: $84/month
  • Advanced Ecommerce: $235/month

Additional costs: Advanced interactions, memberships functionality

AppStruct: The Cost-Effective Alternative

AppStruct offers a modern approach to no-code app development with transparent pricing:

  • Free Tier: Create 1 app, core features, AppStruct branding
  • Starter Plan: $54/month or $540/year ($45/month equivalent)
  • Professional Plan: $86/month or $900/year ($75/month equivalent)
  • Enterprise Plan: $299/month (dedicated account manager, advanced security)

What makes AppStruct stand out cost-wise:

  1. No additional charges for publishing to app stores
  2. Unlimited database records on all paid plans
  3. All integrations included without extra fees
  4. Native mobile app capabilities without premium tier requirements

Hidden Costs of No-Code Platforms to Watch For

1. Scaling Limitations

Many platforms become exponentially more expensive as you grow:

  • Usage-based pricing that increases dramatically with success
  • Performance issues requiring premium tiers
  • Data limitations that force upgrades

2. Lock-in Costs

Consider the long-term implications:

  • Proprietary formats that make migration difficult
  • Dependency on the platform's continued existence
  • Export limitations that can hold your data hostage

3. Customization Barriers

When you need something custom:

  • Limitations that require custom code (defeating the purpose)
  • Premium plugins for basic functionality
  • Consultant fees to achieve complex requirements

Real Cost Analysis: Building a Medium-Complexity App

Let's analyze the real cost of building a medium-complexity app (e.g., a marketplace app with user accounts, listings, messaging, and payments):

PlatformYear 1 CostIncludesLimitations
Traditional Development$75,000+Custom-built solutionOngoing maintenance costs
Bubble$4,188 (Team)Good customizationPerformance issues at scale
Adalo$2,400 (Business)Easy to useLimited customization
Webflow$2,544 (Ecommerce Advanced)Beautiful designLimited app functionality
AppStruct$900 (Pro, annual)Complete solutionNone with paid plans

Long-Term Value: Total Cost of Ownership

When evaluating platforms, consider the total cost of ownership over 3-5 years:

  1. Initial Development: Platform fees during development phase
  2. Ongoing Subscription: Monthly/annual platform costs
  3. Scaling Costs: Additional costs as your user base grows
  4. Maintenance: Updates and changes to your app
  5. Integration Costs: Connecting to other services
  6. Exit Costs: Expense of migrating away if needed

Why AppStruct Offers the Best Value for No-Code App Development

AppStruct was designed with cost-effectiveness in mind:

  • Transparent pricing with no hidden fees
  • All-inclusive features without upsells for basic functionality
  • True scalability without punishing success with higher fees
  • No technical debt as your app grows
  • Direct publishing to app stores without additional platforms
  • Ownership of your app and easy export options

ROI of No-Code Platforms: Beyond the Cost

The true value of no-code platforms extends beyond direct costs:

  • Speed to market: Launch in weeks instead of months
  • Reduced risk: Test ideas before major investment
  • Flexibility: Make changes instantly without developer dependency
  • Focus on business: Concentrate on your users, not technical challenges

Making the Right Choice for Your Budget

To determine the most cost-effective solution for your needs:

  1. Define your requirements clearly before comparing prices
  2. Calculate total cost including all add-ons and integrations
  3. Consider future growth and how pricing scales
  4. Evaluate free trials thoroughly
  5. Factor in learning curve and time investment

Conclusion: Affordable App Development is Possible

Building an app no longer requires a six-figure budget. With no-code platforms like AppStruct, you can create professional, scalable applications at a fraction of traditional development costs. The key is choosing a platform that offers transparent pricing, comprehensive features, and room to grow.

Special Offer: 15% Off Annual Subscriptions

Ready to build your app without breaking the bank? AppStruct is offering an exclusive 15% discount on all annual plans for readers of this article.

SAVE 15% ON ANNUAL PLANS

Use code NOCODEVALUE2025 at checkout

Limited time offer - Start building today!

Get Started Now

With AppStruct, you're not just saving on development costs—you're investing in a platform that grows with your business without unpredictable price increases. Take advantage of this limited-time offer and start building your app today!

Best No-Code Tools for AI App Development in 2025

· 9 min read
Vladimir Tambovtsev
AppStruct Founder & CEO

App development with AppStruct

Artificial Intelligence has transformed from a buzzword to an essential component of modern applications. In 2025, the barrier to entry for AI app development has significantly decreased thanks to the emergence of powerful no-code platforms. This comprehensive guide explores the best no-code tools for creating AI-powered applications without writing a single line of code.

The Rise of No-Code AI Development

The intersection of no-code platforms and artificial intelligence has democratized app development in unprecedented ways. According to Gartner, by 2025, over 70% of new applications developed by enterprises will use no-code or low-code technologies, up from less than 25% in 2020. This shift is particularly significant for AI integration, which traditionally required specialized expertise.

Key Capabilities to Look for in No-Code AI Platforms

When evaluating no-code platforms for AI app development, consider these essential capabilities:

  1. Pre-built AI models and templates - Access to ready-to-use AI functionality
  2. Custom AI model integration - Ability to connect to external AI services
  3. Data processing capabilities - Tools for cleaning and transforming data
  4. Scalability - Performance as your user base and data volume grow
  5. User-friendly interface - Intuitive design for non-technical users
  6. Deployment options - Web, mobile, and API deployment flexibility
  7. Integration ecosystem - Connections to other tools and services

Top No-Code AI Platforms in 2025

1. Bubble AI Toolbox

Key Features:

  • Plugin ecosystem for AI services
  • Workflow automation with AI triggers
  • Natural language processing for user inputs
  • Image generation and manipulation
  • Predictive data analytics

Ideal For: Complex web applications with advanced AI automation needs

Pricing:

  • Core Plan: $32/month with basic AI plugins
  • Growth Plan: $134/month with increased AI processing
  • Team Plan: $399/month with unlimited AI operations

What Sets It Apart: Bubble offers one of the most extensive plugin ecosystems for AI services, allowing no-code builders to incorporate a wide variety of machine learning features.


2. Lovable

Key Features:

  • Real-time AI-driven personalization
  • Integrated chatbot and conversational AI modules
  • Automated sentiment analysis and social listening
  • Visual workflow builder for AI logic
  • Preconfigured connections to major AI APIs

Ideal For: Brands and businesses seeking to build highly personalized, user-centric applications with minimal technical overhead

Pricing:

  • Starter: $49/month for essential AI components
  • Growth: $129/month with advanced conversational AI
  • Business: $299/month for unlimited AI workflows
  • Enterprise: Custom pricing with dedicated support

What Sets It Apart: Lovable focuses on delivering a seamless user experience through personalization and conversational AI, making it ideal for companies that want to stand out with highly tailored user interactions.


3. Microsoft Power Apps AI Builder

Key Features:

  • Automated model training for prediction, form processing, and object detection
  • Seamless integration with the Power Platform (Power BI, Power Automate)
  • Easy-to-use templates for common AI scenarios (prediction, classification)
  • Support for both citizen developers and pro developers
  • Real-time analytics dashboards

Ideal For: Organizations already in the Microsoft ecosystem that want to quickly build, deploy, and manage AI models without coding

Pricing:

  • Included with select Power Apps and Power Automate plans (limits vary)
  • Pay-as-you-go for AI Builder credits beyond the included capacity
  • Enterprise pricing available for high-scale scenarios

What Sets It Apart: Power Apps AI Builder provides a familiar interface for Microsoft users, allowing seamless app creation and AI integration across Office 365 and Dynamics 365 tools.


4. Landbot AI

Key Features:

  • Conversational AI builder for chatbots
  • Drag-and-drop flow creation with NLP integration
  • Multi-channel deployment (web widget, WhatsApp, Messenger)
  • Automated lead qualification and routing
  • Integration with CRMs and email marketing tools

Ideal For: Building intelligent chatbots and conversational experiences that can handle complex user interactions

Pricing:

  • Starter: $30/month with basic AI-driven chat flows
  • Pro: $100/month with advanced AI and integrations
  • Business: $300/month for more complex workflows and team collaboration
  • Enterprise: Custom pricing for high-volume deployments and dedicated support

What Sets It Apart: Landbot AI offers a user-friendly approach to building chatbots and conversational workflows. Its visual flow editor makes it easy to incorporate NLP and route user queries automatically.


5. AppStruct AI

Key Features:

  • Drag-and-drop AI model integration
  • Built-in NLP, computer vision, and predictive analytics components
  • No-code data pipeline creation
  • Multi-platform deployment (web, iOS, Android)
  • Pre-trained models for common business scenarios

Ideal For: Business applications requiring sophisticated AI capabilities without technical complexity

Pricing:

  • Free Tier: basic editor, 1 project
  • Standard Plan: $54/month or $540/year ($45/month equivalent)
  • Professional Plan: $86/month or $900/year ($75/month equivalent)
  • Enterprise Plan: (Contact Us) unlimited projects, realtime collaboration, advanced integrations

What Sets It Apart: AppStruct combines the simplicity of a visual no-code interface with AI capabilities, making it ideal for founders with ambitious app ideas but limited technical resources.


Common Use Cases for No-Code AI Apps

Customer Service Automation

No-code AI platforms excel at creating intelligent customer service applications:

  • Chatbots with natural language understanding
  • Customer sentiment analysis
  • Automated ticket routing and prioritization
  • Predictive support needs based on user behavior

For example, a retail business could use Bubble AI Toolbox to build an AI-powered customer service portal that automatically categorizes issues, responds to common questions, and escalates complex problems to human representatives.

Content Generation and Management

Content-focused applications benefit from AI in numerous ways:

  • Automated content creation assistants
  • Created components AI assistant
  • Components AI image-recognition
  • Multilingual translation and adaptation

A media company could use Bubble's AI Toolbox to create a content management system that automatically generates article summaries, suggests related content, and optimizes headlines for engagement.

Predictive Business Intelligence

No-code platforms make it possible to build sophisticated business intelligence tools:

  • Sales forecasting dashboards
  • Inventory optimization systems
  • Market trend analysis tools
  • Customer churn prediction applications

With Microsoft Power Apps AI Builder, a business could quickly train predictive models on historical sales data to forecast future demand and recommend ideal inventory levels.

Computer Vision Applications

Image recognition capabilities are now accessible without coding:

  • Product recognition systems
  • Visual inspection tools
  • Document processing applications
  • Image-based search engines

AppStruct's computer vision components allow businesses to create applications that can identify products in photos, automate quality control processes, or extract data from scanned documents.

Challenges and Limitations of No-Code AI

Despite their power, no-code AI platforms do have limitations:

  1. Model customization - Pre-built models may not fit highly specialized needs
  2. Performance optimization - Limited control over underlying AI performance
  3. Data privacy considerations - Careful evaluation of how AI services handle sensitive data
  4. Complex algorithms - Very specialized AI algorithms may still require custom development
  5. Integration depth - Some enterprise systems may require deeper integration than no-code allows

Best Practices for No-Code AI Development

1. Start with a Clear Use Case

Define exactly what problem your AI application will solve before selecting a platform. The more specific your use case, the more successful your implementation will be.

2. Understand Your Data Requirements

AI applications are only as good as their data. Ensure you have:

  • Sufficient data volume
  • High-quality, clean data
  • Appropriate data structures
  • Compliance with privacy regulations

3. Choose the Right Platform for Your Specific Needs

Each no-code AI platform has different strengths. Match your requirements to the platform's capabilities:

  • Bubble works well for complex web applications with custom AI workflows
  • Lovable is perfect for personalization and conversational AI experiences
  • Microsoft Power Apps AI Builder suits organizations in the Microsoft ecosystem
  • Landbot is ideal for building engaging chatbots and conversational flows
  • AppStruct excels at comprehensive business applications with diverse AI needs

4. Plan for Scalability

Consider how your AI application will perform as it grows:

  • Processing volume limitations
  • API call constraints
  • Data storage requirements
  • Performance under load

5. Test Thoroughly with Real Users

AI applications require extensive testing to ensure they deliver value:

  • Verify AI model accuracy
  • Test with diverse user scenarios
  • Monitor performance metrics
  • Collect feedback for continuous improvement

How AppStruct Makes AI Development Accessible

AppStruct stands out in the no-code AI landscape by combining ease of use with enterprise-grade functionality:

  • Visual AI Workflow Builder - Drag and drop AI components into your application flow
  • Pre-configured AI Services - Ready-to-use AI Agent. Generates components for you
  • Multi-channel Deployment - Build once, deploy to web, iOS, and Android
  • Progressive Learning System - Start simple and add AI complexity as you grow

Conclusion: The Future of No-Code AI Development

The evolution of no-code AI platforms is democratizing access to advanced technology. In 2025, entrepreneurs and businesses of all sizes can leverage artificial intelligence without specialized technical knowledge.

As these platforms continue to mature, we can expect even more sophisticated AI capabilities to become available through visual interfaces. The gap between what professional developers and citizen developers can create continues to narrow, particularly in the realm of AI-powered applications.

For businesses looking to stay competitive, embracing no-code AI development represents an opportunity to innovate faster, reduce costs, and deliver intelligent applications that were previously out of reach.

Special Offer: Try AppStruct AI Builder

Ready to start building your AI-powered application? AppStruct is offering readers of this article a special opportunity to explore our AI capabilities.

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With AppStruct's AI Builder Agent, you can go from concept to fully functional AI application in days, not months. Our visual development environment makes it simple to integrate sophisticated AI capabilities into your applications without writing code.

How to Build Your First App: Architecture Guide for Non-Technical Founders

· 8 min read
Boris Markarian
AppStruct Co-founder

How to Build Your First App?

Building a mobile app can feel intimidating—especially if you don't consider yourself a "tech person." You might have a great idea for a new fitness tracker, a community forum for local pet owners, or maybe a productivity tool that solves a nagging problem you've faced daily. But the moment you think about actually making it real, the questions pile up: How do I start? What's an app's architecture? Do I need to learn how to code? How can I make sure my app doesn't fall apart the moment I launch it?

Don't worry; you're not alone. Many non-technical founders share these same fears. The good news is that building a mobile application has never been easier like with AppStruct.

In this article, we'll cover:

  • What app architecture means and why it matters
  • The essential building blocks of an app (front-end, back-end, database)
  • How to plan and design your first app's architecture step-by-step
  • Common pitfalls to avoid as a non-technical founder
  • How no-code platforms—especially AppStruct—make building fast, easy, and scalable
  • A simple roadmap to launching your first app

By the end, you'll walk away with the confidence and knowledge you need to take your app from "idea" to "in the hands of users"—no coding required.

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What Is App Architecture, and Why Does It Matter?

App architecture refers to the way different parts of your application are organized and interact with each other. Think of it like a blueprint for building a house. You wouldn't just start stacking bricks without knowing where the rooms, doors, and windows will go. Similarly, with an app, you need to know how data moves around, where users interact, and what happens when a user clicks a button or taps a screen.

When you break it down, every app can be thought of in terms of three main components:

  1. Front-End (User Interface): This is what your users see and interact with. It includes the layout, buttons, forms, icons, images, and any content that appears on their screen. The front-end sets the tone of your brand and influences how intuitive your app feels.

  2. Back-End (Logic & Processing): Behind the user interface lies the back-end, the brain of your app. It handles data processing, user authentication, calculations, and the rules that determine what happens when a user performs an action. If the front-end is the friendly face, the back-end is the hidden engine keeping everything running smoothly.

  3. Database (Data Storage): Your database stores all the persistent information your app needs: user profiles, products, messages, posts, settings—everything that needs to be saved and accessed later. Choosing the right data structure and ensuring your database design is clear and organized will prevent headaches down the road.

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Planning Your First App's Architecture Step-by-Step

Before you jump into the actual building process, it's worth spending a little time planning. Here's a simple approach to outlining your app's structure before you dive into the creation process on AppStruct or any other no-code platform.

Step 1: Define Your App's Purpose

What do you want your app to achieve? Identify the core functionality. For example, if you're building a personal finance tracker, the key tasks might be:

  • User registration and login
  • Adding income and expenses
  • Viewing summaries and reports
  • Editing or deleting entries

By pinpointing these main features, you can shape the entire architecture around what matters most to your users.

Step 2: Sketch Out the User Experience (UX)

Grab a pen and paper (or a digital whiteboard) and sketch the screens you imagine your users will see. You don't need to be an artist; rough boxes and arrows will do. Think about what the user should see first when they open the app, how they'll navigate between different sections, and what happens when they tap certain buttons.

Step 3: Identify Data Requirements

Think about what information you need to store. For a personal finance tracker, you'll need a user database (for names, emails, passwords), a database for financial transactions, and maybe a categories database to classify expenses and income sources.

  • Users: email, password, name
  • Transactions: amount, date, category, description, user association
  • Categories: category name, type (income or expense)

Mapping out your data needs now prevents confusion later.

Step 4: Determine How Data Flows Through the App

Think about the journey of data. When a user adds a transaction, where does it go? How does it connect back to the user's account? If they want to see a report, how does the app retrieve the data from the database and present it?

Your data flow might look like this:

  • User logs in → App verifies credentials with user database → Once logged in, user can create a transaction → Transaction is saved to the transactions database, linked to the user's ID → When user views the summary page, the app fetches all transactions linked to that user and calculates totals.

Step 5: Outline Any Additional Logic or Workflows

Perhaps you want to send a notification when a user hits a savings goal, or you want to flag certain transactions as recurring. These are bits of logic that you'll incorporate into the back-end workflows. Sketch out the "if-this-then-that" logic so you know exactly how your app should behave behind the scenes.

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Tips for Growing Your App Over Time

  1. Collect User Feedback Early and Often: Your earliest users are your best resource for identifying improvements. Their insights can guide your roadmap—maybe they want more categories, better visuals, or smoother navigation.
  2. Add More Features Gradually: Don't overwhelm yourself or your users by packing in every feature at once. Add functionalities as you go, ensuring each addition is well thought out and properly integrated into your architecture.
  3. Stay Organized with Documentation: Even without coding, it's helpful to keep track of how your databases are structured and what your workflows do. This will help you and anyone on your team understand the app's inner workings and maintain it effectively.
  4. Take Advantage of Tutorials and Community Resources: AppStruct offers tutorials, templates, and community forums where you can learn new tricks and shortcuts. By staying engaged, you'll keep improving your app and picking up best practices along the way.

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Common Pitfalls for Non-Technical Founders—and How to Avoid Them

  1. Skipping the Planning Stage: It's tempting to jump in and start building screens right away, but this can lead to confusion later. Take the time to map out your app's architecture first—you'll save countless hours down the line.

  2. Overcomplicating Your First Version: Start small. Launch with a simple feature set and gather feedback. You can always add more complexity later. A simpler initial architecture is easier to build and test.

  3. Ignoring Scalability from the Start: Even if you're just building a prototype, plan as if your app will have thousands of users. Using a platform like AppStruct, which is designed to handle growth gracefully, will save you from needing a complete overhaul when your user base multiplies.

  4. Underestimating the Importance of the Database Structure: A poorly structured database can slow down your app and make adding new features a nightmare. Put thought into how your data is organized and connected.

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Introducing AppStruct: The Easiest and Fastest Way to Build Your App

When it comes to no-code platforms, not all are created equal. Some are backend oriented, some are frontend oriented, others are low-code rather than no-code. AppStruct stands out as especially no-code platform for mobile app development which based on one main principle – balance between simplicity and functionality. Here's why it's special:

  1. Ease of Use: AppStruct's intuitive drag-and-drop interface makes assembling your app's front-end a breeze. You don't have to wrestle with cryptic menus or complicated workflows. Every building block is clearly labeled, and the learning curve is minimal.
  2. Speedy Development: Building an app can be done in a fraction of the time you'd need on other platforms. From setting up your database to styling your pages, AppStruct streamlines every step. You'll move from idea to prototype faster than ever before.
  3. Flexible Architecture for Any Scenario: Whether you're building a marketplace, a social network, a data-tracking tool, or a content-sharing platform, AppStruct offers a wide range of actions and pre-built logic flows that cover most common scenarios. This means you'll rarely find yourself at a dead end, wondering how to make your idea come to life.
  4. Scalability from the Get-Go: As your user base grows and your app becomes more complex, AppStruct scales with you. Its underlying architecture is designed for growth, so you won't have to migrate to a different platform when you hit the big leagues.
  5. Community and Support: You're never alone on your journey. The AppStruct community, tutorials, and support team are there to guide you through challenges, share best practices, and help you continuously improve your app.

A few years ago, an idea like "I want to build a mobile app but I don't know how to code" would have been a significant barrier. Today, with no-code platforms like AppStruct, that barrier is practically gone. You can create a functional and scalable app in less time, with fewer resources, and without hiring a team of developers.

So, go ahead—take your idea off the back burner. With the right platform and a solid understanding of app architecture, you have everything you need to launch your dream app into the world. AppStruct