Build functional, high-fidelity prototypes with AI in days. Perfect for feature testing, side projects, or start-up MVPs.
No coding needed.
No coding needed.
Full-stack AI-prototyping
for Product Managers
and Founders
SIMULATOR
No prior tech or AI skills needed
10+ features, 3 cases
Author: Lead PM Booking.com
14000+
38%
★4.8/5
alumni since 2020
come from colleagues’ recommendations
average review score
19000+
PMs in our community
trusted by:
What's the magic of AI prototypes?
1 minute: To make this Spotify UI that looks and feels real.
15 minutes: To add “Concerts Nearby” with map pins.
30 minutes: To hook a database and API to send users to live ticket sites
Result: In under an hour and with 0 lines of code, you’ve got a clickable prototype you can demo to colleagues or even users.
It also means you can vibe-code your full-stack product MVP from scratch in 1-2 days, without a team.
15 minutes: To add “Concerts Nearby” with map pins.
30 minutes: To hook a database and API to send users to live ticket sites
Result: In under an hour and with 0 lines of code, you’ve got a clickable prototype you can demo to colleagues or even users.
It also means you can vibe-code your full-stack product MVP from scratch in 1-2 days, without a team.
What's the magic of AI prototypes?
1 minute: To make this Spotify UI that looks and feels real.
15 minutes: To add “Concerts Nearby” with map pins.
30 minutes: To hook a database and API to send users to live ticket sites
Result: In under an hour and with 0 lines of code, you’ve got a clickable prototype you can demo to colleagues or even users.
It also means you can vibe-code your full-stack product MVP from scratch in 1-2 days, without a team.
15 minutes: To add “Concerts Nearby” with map pins.
30 minutes: To hook a database and API to send users to live ticket sites
Result: In under an hour and with 0 lines of code, you’ve got a clickable prototype you can demo to colleagues or even users.
It also means you can vibe-code your full-stack product MVP from scratch in 1-2 days, without a team.
The course is for you, if you
Want to create realistic prototypes without devs
Tools like Replit let you build realistic, clickable prototypes in minutes so you can show the actual product to users or your CEO instead of relying on slides or Figma.
Are a founder or want to start a side-project
With the structured approach, you can build a full MVP complete with UI, backend, database, and API integrations without writing a single line of code.
Want to learn technology foundations by building things yourself
Let's be clear: AI can not replace your dev team at work. But building with AI is an effective way for you to understand how tech concepts (API, databases, backend) work.
What the course will teach you
PM without knowledge
PM knowing basic AI-prototyping
Know how to use AI-coding for simple prototypes
Understand limitations of AI development tools
Can make a feature / product prototype in 10 minutes
I don't understand the hype around AI-coding
I think programmers are not needed anymore
Show my ideas on slides / in Figma
Can start a simple full-stack product on my own
Spend weeks of development to make a prototype
Afraid to start a side project without a developer
Present my ideas as a clickable prototype
What does the simulator look like?
Authors of the simulator
- Vladimir KalmykovCurrent Lead Product Manager, Trips Platform
Booking.com AmsterdamLeads the product department, develops Trips products, uses ML and AI in practice.
- PhD Computer Science
- 10 years in Product Management
- Has launched content, payments, trips plarforms
- Andrew MendeCurrent Senior Machine Learning PM
Booking.com AmsterdamApplying machine learning techniques to improve recommendation systems at Booking.com.- 13+ years in Product Management
- Launched products at Yandex (search vertical)
- Master of Business Administration (MBA)
Simulator program
Over the course of 8 lessons, we will add 10+ features to 3 products. We'll look at both the simplest UI-only prototypes and full-fledged applications with services, databases, and external API integrations.
For practice, you will need an account in the Replit AI tool. Unlike Loveable, Bolt, or v0, it allows you to create full-stack applications (not just UI). Once you understand Replit, you can easily transfer your knowledge to other tools.
For practice, you will need an account in the Replit AI tool. Unlike Loveable, Bolt, or v0, it allows you to create full-stack applications (not just UI). Once you understand Replit, you can easily transfer your knowledge to other tools.
In the first lesson, you'll get to know your colleagues quickly and get straight to business: you will create two simple products and figure out how the magic works (at least part of it).
→ There's a lot of hype around AI. We'll immediately figure out what tools like Replit, Loveable, Bolt, and v0 actually do.
→ We will start with a simple example of a single-page application and build its prototype in a few minutes.
→ There's a lot of hype around AI. We'll immediately figure out what tools like Replit, Loveable, Bolt, and v0 actually do.
→ We will start with a simple example of a single-page application and build its prototype in a few minutes.
We start building in a controlled mode, that is, with an understanding of what we are doing. We will create a simple product and figure out how the magic works (at least its frontend part).
→ We will build another mini-product
→ We will build another mini-product
Most PMs are working on live products, constantly adding new features. AI tools can help us to prototype those features fast and pitch them to teams without waiting on designers or devs.
→ We will build a working prototype based on the ready design
→ Step by step, we will add three features to it
→ We will analyze and consolidate the principles that will allow you to do the same, but for your product
→ We will build a working prototype based on the ready design
→ Step by step, we will add three features to it
→ We will analyze and consolidate the principles that will allow you to do the same, but for your product
We'll need a quick look at "Technology for Product Managers". It's important that you understand the basics of backend services, databases, and APIs.
It's time to make our prototype truly functional. To do this, we'll go beyond "just a frontend" (where tools like Loveable stop) and add brains and memory to the product using databases.
→ We will add three more features
→ We will add three more features
It's time to add two external APIs that will make our product even stronger. The second one will be the OpenAI API, so we will make our product AI-first, hehe.
→ We will add two external integrations to our application
→ We will add two external integrations to our application
We will go through the basic steps necessary to make your work visible to real users.
→ We will look at the "deployment" process so that the application becomes available to everyone via a link
→ We'll add authentication
→ We will look at a few more advanced topics
→ We will look at the "deployment" process so that the application becomes available to everyone via a link
→ We'll add authentication
→ We will look at a few more advanced topics
→ You will apply all the knowledge you have gained to create another case from scratch.
→ We will sum up everything we've learned
→ You will get a mega-prompt example for further coding
→ You will get a mega-prompt example for further coding
Want to try?
Try a free lesson on AI-prototyping
Learn how to clone UI of existing products and add feature prototypes right away. One click, no registration needed.
Early Bird Pricing
Self-Paced
Start immersive, hands-on learning and accelerate your career growth.
€490 €330
or get up to 30% off with a bundle
• Build 3 products, add 10+ features
• 12 hours of practice
• Digital certificate
• Unlimited access
Self-Paced
Start immersive, hands-on learning and accelerate your career growth.
$574 $367
or get up to 30% off with a bundle
• Build 3 products, add 10+ features
• 12 hours of practice
• Digital certificate
• Unlimited access
Simulator Bundle
Want to save on multiple simulators? Create your own bundle and unlock discounts! The more you add, the more you save:
• 2 simulators: 10% off
• 3 simulators: 15% off
• 4 simulators: 20% off
• 5 or more simulators: 30% off
Click the button below to see the final price and purchase a package.
• 2 simulators: 10% off
• 3 simulators: 15% off
• 4 simulators: 20% off
• 5 or more simulators: 30% off
Click the button below to see the final price and purchase a package.
Simulator Bundle
Want to save on multiple simulators? Create your own bundle and unlock discounts! The more you add, the more you save:
• 2 simulators: 10% off
• 3 simulators: 15% off
• 4 simulators: 20% off
• 5 or more simulators: 30% off
Click the button below to see the final price and purchase a package.
• 2 simulators: 10% off
• 3 simulators: 15% off
• 4 simulators: 20% off
• 5 or more simulators: 30% off
Click the button below to see the final price and purchase a package.
Беспроцентная рассрочка от СберБанка
Платеж можно разделить на 6 и 12 месяцев. Первый платёж через месяц. Для оформления нужна дебетовая карта СберБанка, паспорт РФ, доступ в СберБанк онлайн. Решение банка придет в течение 2 минут.
Как оплатить
Нажми "Купить в рассрочку" → заполни email-форму → на странице оплаты выбери способ "Рассрочка от СберБанка".
Once you complete the simulator, you will receive an electronic certificate to add to your LinkedIn profile.
Our Students Work at
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Check out more student reviews on LinkedIn
Try a free simulator lesson!
30 minutes of practice, more than 20 actual tasks that give you an idea of working as a PM in an international company. It's also a quick and easy way to understand how the ProductDo simulator works.
Frequently Asked Questions
No, as the AI code becomes more complex, it will require more attention and effort, and you will have to decide whether you are ready to be a PM and part-time programmer (unlikely). And then you will hit the ceiling of complexity. Moreover, the work of attracting users has not gone away; how will they find out about your brilliant product?
So the empire will have to wait, but already today AI allows a) to quickly present ideas by simulating complex processes and b) to build medium-complexity full stack products (e.g., a personal budget system integrated with payments integration) independently.
So the empire will have to wait, but already today AI allows a) to quickly present ideas by simulating complex processes and b) to build medium-complexity full stack products (e.g., a personal budget system integrated with payments integration) independently.
Yes, the course is designed for those leaders who know nothing about tech. We will tell you about the basic concepts that a leader (not a programmer!) needs in practice to create prototypes from scratch.
Yes! If you are a designer, you can learn how to turn your ideas into working prototypes.
If you are a budding entrepreneur, you can take your first steps without a team at all.
And if you are from another role, then come see what modern technologies are capable of.
If you are a budding entrepreneur, you can take your first steps without a team at all.
And if you are from another role, then come see what modern technologies are capable of.
In this course, we are looking at a very specific area of knowledge - AI prototyping. By themselves (without a background), they will not make you a super specialist, but at the same time, they will not go anywhere; you will simply know one piece of knowledge. It is like building a powerful engine for a car that does not yet have wheels: there is nothing to drive on, but at the same time, the engine is waiting for its time.
Therefore, we recommend that complete beginners take the basic course in parallel with special courses: There are a lot of basic materials and they are relatively simple, and a specialist who immediately masters the necessary (complex) disciplines will grow much faster than others, because he is immediately immersed in real (and not simplified) tasks.
Therefore, we recommend that complete beginners take the basic course in parallel with special courses: There are a lot of basic materials and they are relatively simple, and a specialist who immediately masters the necessary (complex) disciplines will grow much faster than others, because he is immediately immersed in real (and not simplified) tasks.
No, the simulator and additional materials will be available to you forever, so go at your own pace. Please note that, as in life, you cannot go back and "live" the task again: all your progress will be preserved in its original form.
Yes, students who have successfully passed the course may generate a certificate and proudly add it to their LinkedIn profile to Licenses & Certifications, or upload it to Facebook in the Schools section.
If you practice for 30 to 60 minutes a day, then it will take about 5-7 days. But rest assured you’ll be too busy having fun as you take your time to analyze and creatively solve the problems in the simulator.
You can be sure of the materials' quality and our mentors' experience. We've been teaching for many years, and we have thousands of happy PMs. Feel free to take a look at the student reviews for verification.
If you passed less than 30% of tasks and materials included the simulator you could refund your money in full.
If you passed less than 30% of tasks and materials included the simulator you could refund your money in full.
- Alex ProductDoWe hope we answered all of your questions.
Still have more? Contact us via any messenger plug-in at the bottom right, or drop us a line at support@productdo.io, and we'll be happy to assist you.