Building a tutor app in 2026 = fighting the problem of high user drop-offs (education apps show ~2% retention by day 30). Even when users install the app (34.4% conversion on Google Play and 18.1% on iOS), only just over half stay after the first subscription renewal.

The Yojji team has been developing tutor apps for 9+ years, and our experts know how to build handy, successful apps. We outlined 10 smart tutor app features that matter in production, with a focus on delivery trade-offs, implementation risks, and when a feature becomes technical debt.
Tutor app development features are cost centers until proven otherwise. Every new capability increases development time, QA surface, support load, and long-term maintenance. Weak or misaligned features are one of the fastest ways to lose users during the first 7–30 days. Your feature decisions directly affect three business metrics:
Most competitors already provide the fundamentals: profiles, scheduling, chat, video calls, and payments. They're table stakes. So, your app must be very helpful.
Current trends
#1 Leading platforms focus less on lesson delivery and more on progress (session summaries, skill tracking, weak-area detection, tutor feedback loops, etc). Apps that can’t show progress within the first few sessions lose users quickly.
#2 Competitors are shifting away from AI tutor promises and toward specific AI tutor app features.
#3 Workflow fit. The strongest products optimize for tutor workflows with fast session setup, low-friction communication, reusable lesson materials, and minimal admin overhead. Features that slow tutors down are actively removed in newer versions.
Q: What is a common pattern you see in failed tutor apps?
A: Copying competitor feature lists without understanding why those features exist and how often students use them. In practice, 20–30% of features drive most retention and revenue. The rest just increase complexity or confuse people and don’t improve learning results. (Part of the interview with Yojji tech lead of EdTech project)
You don’t build a tutor app for a single user. It is a multi-role system with multiple learning behaviors layered on top. Most product issues appear when teams separate “user roles” from “student types” and design features in isolation. In reality, roles and learning intent intersect, and features must work at those intersections. Check the user types:

When you know the audience and their pain points, it will be easier to define the main features to invest resources first. And now, let’s move to those competitive elements of your future app.
AI assistants are valuable only when they reduce tutor workload and shorten time-to-value for students. Generic AI tutor app features raise costs and risks without increasing retention.
Yojji experts recommend
Tutor-side assistance (lesson plans, exercise creation, session summaries, and personalized follow-up activities). Student support (hints, explanations, error clarification according to the current topic, level, and tutor's methodology, speak app AI English tutor features). Post-session intelligence (automatic summaries, homework suggestions, and progress notes sent to students and parents). Want to see an example? Take a look at how we developed StudyHall, an EdTech platform with AI features.
Other examples: Duolingo, Preply, and Khan Academy (Khanmigo).
It improves retention only when it reflects how a tutor teaches. There is no sense in just flagging sentences as incorrect.
What do our Yojji experts recommend?
In-session corrections aligned with the current lesson. Post-session review to show patterns of repeated mistakes. Tutor-controlled feedback to match the tutor’s method.
Best examples: Duolingo, Grammarly, and Busuu.
It is a product, content, and data-structure decision that directly affects retention and expansion cost. It’s not a translation task.
What do our Yojji experts recommend?
UI and system language that adapts to learner and parent preferences. Learning content localization (examples, explanations, grading logic). Tutor–student language pairing.
Best examples: Duolingo, Preply, and Cambly.
Progress tracking ensures that users pay only when they see learning movement. Session counts and time spent do not reduce churn.
What are our Yojji experts' recommendations?
Yojji insight:
Integrated progress tracking into the primary product system. This is not a reporting feature. Build it early and align with learning logic. Then, it becomes one of the strongest retention and renewal drivers in tutor apps. That’s what we did for Zuzzle, an e-learning platform. Explore our case study to see our approach, challenges, and solutions.
Other examples: Preply, Khan Academy, and Coursera.
Video is an essential delivery layer, but it must be dependable and match the process. Every other product investment is null and void due to a poor video experience.
What are our Yojji experts' recommendations?
Best examples: Cambly, Varsity Tutors, and Prepl.
Integrations are valuable when they decrease manual effort and data duplication. We suggest a minimal integration set with well-defined ownership rules.
Where do integrations bring value?
Best examples: Outschool, Preply, and Chegg.
Gamification should support learning progress. Then it boosts engagement, promotes habit building, and makes abstract progress visible without the need for complex dashboards.
Where does gamification apply?
Best examples: Duolingo, Busuu, and Khan Academy. Take a look at how Duolingo did this.
Reviews and ratings should improve teaching quality and trust. In our EdTech projects, we design feedback systems as quality-control tools. Feedback should be structured, contextual, and actionable (not one-click stars) to improve retention on both sides of the platform.
Where do feedback systems create value?
Best examples: Preply, Wyzant, and Varsity Tutors. Take a look at how Preply gives feedback and insights after a lesson.
Voice features must not replicate chat interfaces in audio form.
Where will this work?
Best examples: ELSA Speak, Duolingo, and Rosetta Stone.
Notifications should be behavioral triggers. When the timing, frequency, and goal are clear, reminders gently boost recall rather than becoming background noise.
Where do notifications generate value?
Best examples: Duolingo, Preply, and Coursera. Should you use all 10 features? No, prioritize them.
Your app should prove ‘users return because learning feels effective’. And it will fail if you try to support all user types and learning scenarios at once. This blurs the focus, delays launch, and obscures whether the core value is working. So build the smallest system that proves learning progress, tutor effectiveness, and subscription viability. Everything else is optional until these signals are strong. Ildar Kulmukhametov, Co-Founder at Yojji
So, how to prioritize tutor app development features?
Yojji implementation note
We always make stack decisions based on your major student type and delivery risk profile.
Make learning progress obvious, tutor work sustainable, and subscriptions justifiable. Also, don't invest in visible features rather than foundational ones. They are advanced logic, tutor workflows, dependability, and trustworthiness. These decisions rarely appear spectacular in demos, yet they affect whether users stay after the first month. From our experience delivering education platforms, the strongest apps have a clear learner type, design for real teaching workflows, and treat AI, video, and analytics as tools. Our education software development team will answer all your questions and find the best working solutions for your idea.
