Should I Build It Should I Build It
17 May 2025
Artificial Intelligence Education

Ai took to help kids with ASD learn stem topics

Confidence
Engagement
Net use signal
Net buy signal

Idea type: Freemium

People love using similar products but resist paying. You’ll need to either find who will pay or create additional value that’s worth paying for.

Should You Build It?

Build but think about differentiation and monetization.

Your are here

You're entering a market where AI is increasingly being used to help kids learn, particularly in STEM fields. The good news is there are about 15 similar products, suggesting there's a real need and interest. Most of the similar products have decent engagement too, with an average of 7 comments, meaning people are talking about these tools. However, this also means that there's competition, so you'll need to find a way to stand out. Given the 'Freemium' category, you will face some resistance to getting people to pay for the product. This means that you either need to find which users would pay, or create features that are worth paying for.

Recommendations

  1. Begin by deeply understanding the needs and learning styles of children with ASD. Review existing AI-powered educational tools, paying close attention to discussions and criticisms surrounding accessibility, personalization, and engagement for this specific user group. For example, 'Maths.ai' faced some criticisms around formula input and differentiation from existing tools, highlighting areas you could improve upon. This initial research will inform your core feature set and approach.
  2. Since you are in the Freemium category, you should identify which users get the most value from free versions, and create premium features that help them even more. A common theme in similar products is the desire for personalization (as seen in 'Kidtivity Lab's' positive feedback). Consider features that allow for tailored learning paths, difficulty levels, and content presentation based on the child's individual needs and progress.
  3. Given the importance of engagement, incorporate game-like elements and interactive activities. Consider virtual rewards, progress tracking, and collaborative challenges to motivate learners. The positive response to 'Teddy AI's' interactive approach underscores the importance of fun and engaging learning experiences for children.
  4. Address potential safety and privacy concerns upfront. Implement robust data protection measures and ensure compliance with relevant regulations (e.g., COPPA). Communicate these measures clearly to parents and educators to build trust.
  5. Because people resist paying for similar products, consider charging teams rather than individuals. Explore partnerships with schools or therapy centers that serve children with ASD. Offer tiered pricing plans based on the number of users or features included.
  6. Offer personalized help or consulting. Provide dedicated support channels (e.g., email, chat) for parents, educators, and therapists. Offer onboarding assistance and training resources to help users maximize the benefits of the platform. In the case of 'maths.ai' some user had log in issues, so you have to provide good customer support.
  7. Given the concerns raised about cheating with similar math AI tools, implement features that promote academic integrity. For example, require students to show their work or provide explanations for their answers. Focus on using AI to guide and support learning, rather than simply providing solutions.
  8. Test different pricing approaches with small groups. Conduct A/B testing on pricing models, feature sets, and marketing messages to optimize conversion rates. Gather feedback from users throughout the testing process to iterate on your value proposition and pricing strategy.
  9. Seek feedback from special education experts and therapists specializing in ASD. Incorporate their insights into the design and development of the platform to ensure its effectiveness and appropriateness for the target audience. Also, consider the request of 'Teddy AI' to see more language options supported in the app.

Questions

  1. How will you differentiate your AI-powered STEM learning tool from existing options, specifically addressing the unique needs and challenges faced by children with ASD?
  2. What specific strategies will you employ to ensure the accessibility and inclusivity of your platform for children with varying levels of cognitive and developmental abilities?
  3. Given the freemium model, what are your specific assumptions about user conversion rates from free to paid, and how will you validate those assumptions early on?

Your are here

You're entering a market where AI is increasingly being used to help kids learn, particularly in STEM fields. The good news is there are about 15 similar products, suggesting there's a real need and interest. Most of the similar products have decent engagement too, with an average of 7 comments, meaning people are talking about these tools. However, this also means that there's competition, so you'll need to find a way to stand out. Given the 'Freemium' category, you will face some resistance to getting people to pay for the product. This means that you either need to find which users would pay, or create features that are worth paying for.

Recommendations

  1. Begin by deeply understanding the needs and learning styles of children with ASD. Review existing AI-powered educational tools, paying close attention to discussions and criticisms surrounding accessibility, personalization, and engagement for this specific user group. For example, 'Maths.ai' faced some criticisms around formula input and differentiation from existing tools, highlighting areas you could improve upon. This initial research will inform your core feature set and approach.
  2. Since you are in the Freemium category, you should identify which users get the most value from free versions, and create premium features that help them even more. A common theme in similar products is the desire for personalization (as seen in 'Kidtivity Lab's' positive feedback). Consider features that allow for tailored learning paths, difficulty levels, and content presentation based on the child's individual needs and progress.
  3. Given the importance of engagement, incorporate game-like elements and interactive activities. Consider virtual rewards, progress tracking, and collaborative challenges to motivate learners. The positive response to 'Teddy AI's' interactive approach underscores the importance of fun and engaging learning experiences for children.
  4. Address potential safety and privacy concerns upfront. Implement robust data protection measures and ensure compliance with relevant regulations (e.g., COPPA). Communicate these measures clearly to parents and educators to build trust.
  5. Because people resist paying for similar products, consider charging teams rather than individuals. Explore partnerships with schools or therapy centers that serve children with ASD. Offer tiered pricing plans based on the number of users or features included.
  6. Offer personalized help or consulting. Provide dedicated support channels (e.g., email, chat) for parents, educators, and therapists. Offer onboarding assistance and training resources to help users maximize the benefits of the platform. In the case of 'maths.ai' some user had log in issues, so you have to provide good customer support.
  7. Given the concerns raised about cheating with similar math AI tools, implement features that promote academic integrity. For example, require students to show their work or provide explanations for their answers. Focus on using AI to guide and support learning, rather than simply providing solutions.
  8. Test different pricing approaches with small groups. Conduct A/B testing on pricing models, feature sets, and marketing messages to optimize conversion rates. Gather feedback from users throughout the testing process to iterate on your value proposition and pricing strategy.
  9. Seek feedback from special education experts and therapists specializing in ASD. Incorporate their insights into the design and development of the platform to ensure its effectiveness and appropriateness for the target audience. Also, consider the request of 'Teddy AI' to see more language options supported in the app.

Questions

  1. How will you differentiate your AI-powered STEM learning tool from existing options, specifically addressing the unique needs and challenges faced by children with ASD?
  2. What specific strategies will you employ to ensure the accessibility and inclusivity of your platform for children with varying levels of cognitive and developmental abilities?
  3. Given the freemium model, what are your specific assumptions about user conversion rates from free to paid, and how will you validate those assumptions early on?

  • Confidence: High
    • Number of similar products: 15
  • Engagement: Medium
    • Average number of comments: 7
  • Net use signal: 14.1%
    • Positive use signal: 16.1%
    • Negative use signal: 2.1%
  • Net buy signal: -2.1%
    • Positive buy signal: 0.0%
    • Negative buy signal: 2.1%

This chart summarizes all the similar products we found for your idea in a single plot.

The x-axis represents the overall feedback each product received. This is calculated from the net use and buy signals that were expressed in the comments. The maximum is +1, which means all comments (across all similar products) were positive, expressed a willingness to use & buy said product. The minimum is -1 and it means the exact opposite.

The y-axis captures the strength of the signal, i.e. how many people commented and how does this rank against other products in this category. The maximum is +1, which means these products were the most liked, upvoted and talked about launches recently. The minimum is 0, meaning zero engagement or feedback was received.

The sizes of the product dots are determined by the relevance to your idea, where 10 is the maximum.

Your idea is the big blueish dot, which should lie somewhere in the polygon defined by these products. It can be off-center because we use custom weighting to summarize these metrics.

Similar products

Relevance

Teddy AI - The conversational AI study buddy for all children

04 Mar 2023 Artificial Intelligence Education Kids & Parenting

A cute teddy that helps kids revise educational topics and be a buddy who can answer many of their curious questions, thanks to its conversational AI features. Designed to make learning fun & interactive for all children, including those with neurodiversity.

Users are reacting positively to the Teddy AI launch, congratulating Krizia and noting that it makes learning fun and interactive. One user recommended the app to a friend with a child. There is interest in seeing more language options supported in the app. One user expressed excitement with a simple "wow" while another suggested it could be a dating app for younger children.

Criticism focuses on the inappropriateness of a dating app concept for toddlers and requests for details regarding the mental health support features provided by Teddy AI.

Avatar
63
7
7
63
Relevance

I made a O1 AI math that turns F's into A+'s overnight

20 Sep 2024 Artificial Intelligence Education

Late one night last year, I found my daughter in tears over her math homework. As a software engineer, I felt helpless watching her struggle with concepts I couldn't explain. That's when it hit me: if I, a tech-savvy parent, couldn't help, how were other families coping?This realization sparked a 6-month coding frenzy. I dove headfirst into the world of AI and mathematics, fueled by countless cups of coffee and the dream of never seeing my daughter cry over math again. It wasn't easy - I hit roadblocks, scrapped entire prototypes, and questioned my sanity more times than I'd like to admit. But finally, after 3 complete overhauls and one particularly brutal all-nighter, AI MathGPT was born.## What is AI MathGPT?It's not just another math solver - it's a 24/7 AI-powered math genius that:1. Breaks down problems step-by-step, explaining each move in plain English (or math-lish, if you prefer). 2. Adapts to each student's learning style faster than you can say "Pythagoras." 3. Provides instant feedback, turning those head-scratching moments into "aha!" celebrations. 4. Covers everything from basic arithmetic to calculus that would make Newton sweat. 5. Uses cutting-edge O1 AI technology to provide scarily accurate and lightning-fast responses.## Why AI MathGPT?- For students: No more math anxiety or late-night frustration. Just input your problem and watch the magic happen. - For parents: Reclaim your evenings! No need to dust off your old textbooks or feel guilty about not understanding quadratic equations. - For educators: A powerful ally in your mission to make math accessible and dare we say... fun?I've poured my heart (and a good chunk of my sanity) into this project. Now, I'm turning to you, the HN community, for your brutal honesty. Try it out, push it to its limits, and let me know:- Is it as revolutionary as I think it is? - What features would make you do a happy dance? - Any bugs that need squashing?Let's work together to ensure no student ever has to face the math monster alone again!https://aimathgpt.forit.aiP.S. Did I mention it works faster than you can cheat? Not that we condone that, of course.

Users found the product interesting but encountered error messages. There was also a concern about the product being used for cheating.

Users reported receiving error messages and expressed concerns that the product could be used for cheating.

Avatar
1
2
-50.0%
-50.0%
2
1
Relevance

CodeKidz - Learn programming with AI companions

11 Dec 2023 Artificial Intelligence Education Kids

Unleash your child's coding potential with CodeKidz! Our AI companions teach Python, boost problem-solving, and fuel creativity. Dive into a world where fun meets education and watch your little ones become #CodeFutureStars!

The platform is praised for providing easy access and many choices for kids learning to code in a fun and engaging way. Users appreciate it as a great educational coding tool and a new resource for learning outside of school, with the concept being described as interesting. The platform is seen as providing a safer programming environment for children. Some users desire better coding tools and are awaiting a more production-ready version. The launch is congratulated, with inquiries about user response and favorite features.

The primary criticism is that the product isn't ready for production use. This suggests concerns about its stability, reliability, or completeness, preventing users from adopting it for real-world applications.

Avatar
114
11
18.2%
11
114
18.2%
Relevance

maths.ai - Your favourite AI maths teacher

18 Nov 2023 Education Online Learning

maths.ai is AI powered maths tutor, designed to mimic your friendly, patient and nice maths and science teacher. Aimed at helping students with their after school questions, & home schooled kids. Or just anyone who is curious enough to ask crazy questions.

Maths.ai's Product Hunt launch received overwhelmingly positive feedback. Users praise its innovative approach to math education, easy-to-use interface, and effectiveness as a personalized AI tutor. Many wish they had this tool in school and are excited about its potential impact on students, including homeschoolers. Some users highlight its ability to make math less daunting. Suggestions include gamification, personalization, wider availability, addressing concerns about differentiation from existing AI tools, and board-specific customizations. A few users reported issues with sign-up and login.

Users criticize the difficulty of inputting formulas, particularly integrals and derivatives. Concerns exist about over-reliance on Google and the need to differentiate the product from existing AI tools like ChatGPT. The categorization tool for school kids felt limiting. Users have reported the sign up or login functionality not working. There are concerns about payment being required without a trial period. Questions were raised about the product's adaptability to different learning paces and subject areas.

Avatar
361
59
22.0%
-1.7%
59
361
23.7%
Relevance

Kidtivity Lab - Your AI-Powered partner in creating fun activities for kids

17 Nov 2024 Artificial Intelligence Parenting Kids

Kidtivity Lab helps parents spark joy in learning. Our AI crafts activities that fit your child’s age and interests—from art projects to kitchen science. Inspire curiosity, creativity, and endless fun.

Kidtivity Lab is an AI-powered tool that offers personalized activities for kids to reduce screen time, which is appreciated by users and parents. Users specifically mentioned how it helps generate age-specific activity ideas and supply lists for babysitting and highlighted the personalization feature. The launch has been met with positive feedback, with users congratulating the makers on the product's educational value and its ability to help parents find suitable activities.

The launch is seeking user feedback, implicitly acknowledging potential limitations. One user is asking specifically whether the app provides advance notice of supply needs.

Avatar
134
5
20.0%
5
134
20.0%
Relevance

CandideAI – Where kids learn AI the fun way

09 May 2023 Artificial Intelligence

Hello everyone,I am the founder of an edTech platform to help kids learn AI the fun way called Candideai.com.The goal is to help kids learn AI while building cool things and developing creativity.We have a list of courses we're testing with beta users, before a public release.Here is the kind of courses you'll find:Create your own Pokemon with MidjourneyTrain your own AI and turn yourself into an anime characterBe the hero of your own story (introduction to chatGPT)Get advice from your favorite superhero: how to setup a chatbot to become Spiderman and get advices from himCreate your coloring book from scratch (& print it!)I'd love to get the community's feedback on this idea and know more how you'd approach AI with your kids.Thanks.

Non-functional front page feels like email-harvesting scheme.

Non-functional front page.

Avatar
1
1
-100.0%
-100.0%
1
1
Relevance

Learn About - AI-powered companion for educational research

13 Nov 2024 Artificial Intelligence Education

Grasp new topics and deepen your understanding with a 💬 conversational learning companion that adapts to your unique curiosity and learning goals.

The Product Hunt launch received mixed feedback. Users inquired about its advantages over existing platforms like Perplexity and ChatGPT, emphasizing the need for save and export functionalities. Some users found the product interesting but noted the presence of bugs. "Learn About" was praised for its personalized and adaptable learning capabilities. There was also a question regarding the product's ability to handle complex topics effectively. Overall, feedback focused on functionality, stability, and differentiation.

Users criticized the Product Hunt launch for lacking essential features like save, download, and export options, questioning its value compared to existing alternatives. Bug reports indicate stability issues. Additionally, there are requests for video content and age restrictions within the 'Learn About' section to improve the user experience.

Avatar
210
4
4
210
Relevance

Leapp.ai - Learn anything with help of AI

08 Jun 2023 Artificial Intelligence Productivity Online Learning

Discover the power of AI-driven learning with Leapp.ai. Effortlessly create custom learning plan for any topic using AI. Auto-generate learning content, track progress, and manage resources - all in one place.

The Leapp.ai launch on Product Hunt has generated excitement, with users eager to try the AI-driven learning platform. Non-coders anticipate easy learning, and the sharing of learning plans is appealing. Some users suggest improvements such as accelerating the 'coming soon' section and inquire about open-source status and contribution opportunities. There are also offers to list the app in an AI directory and general congratulatory messages showing support for the launch.

Users seek clearer use cases and unique features for Leapp.ai. They also express concern about navigating the abundance of content to find the best options. Additionally, users are anticipating the release of the 'coming soon' features and hope for a faster launch.

Avatar
151
11
54.5%
11
151
54.5%
Top