HomeCase StudiesHow MathsTutor Built a Parent-Focused EdTech SaaS with Zero Budget and User Feedback

How MathsTutor Built a Parent-Focused EdTech SaaS with Zero Budget and User Feedback

Senior software engineer and dad who built MathsTutor.me after watching my son lose confidence in maths. My wife's a nurse, I write code. We couldn't find a single app that covered ages 5 to 16 properly, so I built one myself. Now it's live, taking payments, and growing.
Jonathan Beresford
By Jonathan Beresford · Senior software engineer who built a maths tutoring app for his own kid · England, UK
Published April 28, 2026 · 5 min read
This case study is based on responses submitted directly by the founder or member of the team from MathsTutor. They have verified ownership of their domain mathstutor.me on SaaS Browser.
MathsTutor homepage

How MathsTutor got started

My son came home from school one day and said, "I'm just not a maths person." He was 8. That hit hard because once a kid believes that, it sticks. We tried everything, DoodleMaths, Maths-Whizz, random apps on the Play Store. DoodleMaths only goes up to age 14, Maths-Whizz was about 20 quid a month and also stops at 13. None of them covered the full age range from primary through to GCSEs in one place. And most of them just tell your kid whether they got it right or wrong without explaining why. My wife and I sat there one evening after another homework battle and I said, "I could probably just build this." I'm a senior software engineer; it's literally what I do for a living. So I did. I wanted something that would cover him from where he was right through to his GCSEs, that would actually explain the maths to him, and that wouldn't cost us a fortune. That's how MathsTutor.me started, just me solving our own problem.

Growing MathsTutor: what worked and what didn't

Worked, Posting genuine, helpful replies on Mumsnet threads where parents were asking about their kids struggling with maths. No links, no sales pitch, just sharing what worked for us as a family. After building up some credibility, I'd mention the app naturally. One thread about a Year 7 struggling with maths got real engagement and drove sign-ups without spending a penny. The key was my wife posting from her account because mums respond better to other mums on Mumsnet. We framed it as "my husband built this" rather than a company pushing a product. Flopped, My first proper Mumsnet post got deleted within hours. I wrote this big post with a discount code and a direct link to the site, posted it on the wrong board. Mumsnet users spotted it as self-promotion instantly and it was gone. I learned the hard way that these communities have zero tolerance for anything that looks like marketing. The PM approach and going through their official Product Tests board works much better.

What MathsTutor customers really think

The biggest one early on was parents saying the free tier messaging was confusing. The landing page said "2 lessons per day," but once they logged in, the dashboard said "8 Correct Answers Per Day." Two different metrics for the same thing. Parents didn't know what they were actually getting. I fixed that by making the messaging consistent everywhere, landing page, dashboard, subscription panel, the lot. Lesson learned, if a parent has to think about what your pricing means, you've already lost them. The other common one is parents wanting a proper mobile app rather than using the website on their phone. The site works fine on mobile; I made sure of that from day one, but parents expect to see it in the App Store. That's on the roadmap. For now, I just make sure the mobile web experience is solid and tell people to add it to their home screen.

“A family member who tested it with her two kids said, "He actually asked to do more maths. I've never seen that before. He likes beating his own score, and the streaks keep him coming back."”

— A MathsTutor customer

What most people get wrong about Learning and Education Platforms

Everyone thinks the competition in edtech for kids is the other apps. It's not. The real competition is parents doing nothing, or just hoping school will sort it out. That's a mistake. Most parents who know their kid is struggling with maths don't go looking for an app. They either hire a human tutor at 30 to 50 quid an hour, or they just wait and hope it clicks eventually. The apps aren't even on their radar. The other thing people get wrong is assuming you need to market to kids. You don't. The parent is the buyer. The child is the user. Those are completely different people with completely different motivations. A parent cares about curriculum alignment, progress tracking, value for money. A kid cares about whether it feels like a game. You have to sell to the parent and build for the child, and most edtech companies muddle the two.

What's next for MathsTutor

The big one is the AI tutor. Right now, the app gives exercises and marks them, but I'm building a virtual maths tutor powered by Claude that will actually talk your child through problems step by step, explain the reasoning, not just say "wrong, try again." Like having a patient teacher sitting next to them. That's the real differentiator. After that, smart adaptation so exercises automatically adjust to the child's level, native mobile apps for iOS and Android, and XP-based prize draws where kids can use points they earn to enter draws for real prizes like Amazon vouchers. I'm also planning age-specific landing pages and launching Facebook ads targeting parents of KS2 kids, which is where the highest anxiety sits because of SATs.

MathsTutor traction so far

The free maths assessment has been live for about a week, and we're seeing parents complete it and sign up. We're at the very early stage, with a handful of paying customers at £9.99/month, and a 4.5-star Trustpilot rating. The app covers over 10,000 curriculum-aligned exercises across all key stages from KS1 to GCSE.

Jonathan's background

I'm a senior software engineer with 25 years of experience building production systems in .NET and Blazor. So the technical side wasn't new to me at all; I build software for a living. What was completely new was everything else, marketing, pricing, understanding parents as customers, figuring out how to get in front of people. I'd never built my own product before, never had to think about conversion rates or customer acquisition costs. The coding was the easy part. Learning how to actually get paying customers when you have zero budget and zero audience, that's been the real education. My wife is a nurse, so she brings a completely different perspective. She understands the parent anxiety side better than I do, and she's been brilliant at helping me get the tone right for things like Mumsnet posts.

Biggest lesson building MathsTutor

I spent way too long building features before getting the product in front of real users. I was heads-down coding for months, adding gamification, XP systems, badges, streak tracking, all the stuff I thought would be important. Meanwhile, I had zero users and zero feedback. When I finally showed it to parents, the first thing they asked about was the free assessment tool, which I hadn't even built yet. They wanted to know where their child actually stood before committing to anything. That assessment page is now live, and it's become our primary lead magnet - the thing that actually gets parents through the door. If I'd talked to five parents in week one, I would have built that first and saved myself months of building features in the wrong order.
I'd start marketing on day one, even before the product was ready. Build an email list, post in parent communities, get 50 people waiting for it before writing a single line of code.

MathsTutor at a glance

MRR
$0-1k
Founded
2026
Target market (B2B/B2C)
Both
Pricing
From £10/mo to £10/mo
Free trial
Yes
Growth model (Product/Sales)
Product led