Report updated May 20, 2026
Mathway: Scan & Solve Problems
For students, parents, and teachers requiring on-demand assistance for math and science homework.
Mathway: Scan & Solve Problems is a challenged education app that is free with in-app purchases. With a 4.1/5 rating from 414.7K reviews, it faces significant user friction. Users particularly appreciate core math problem solving functionality provides reliable academic support for students, though persistent ui overlays covering answer fields prevent users from viewing solutions remains a common concern.
What is Mathway: Scan & Solve Problems?
Mathway is a camera-based math solver for students that provides step-by-step homework assistance on iOS and Android.
Students hire Mathway to bypass complex homework hurdles via instant OCR, but the paywall-gated explanations create a value-tension that drives users toward free generative AI alternatives.
Current Momentum
v6.9 · 1mo ago
Maintenance- Maintains consistent category chart presence.
- Ships stability-focused updates.
Active Nemesis
Photomath
By Google
Other Rivals
7-Day Rank Pulse 🇺🇸
EducationNo ranking data
Rating Pulse 🇺🇸
Recent User Mood
What makes this app unique?
What Does It Look Like?
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What Are The Key Features?
Optical character recognition captures math problems from physical homework for automated processing
Provides detailed breakdown of mathematical operations rather than just final answers
How much does it cost?
- Free tier with ad support
- Premium tier with 7-day free trial
Freemium model uses a 7-day trial to gate step-by-step instructional content behind a subscription.
Who Built It?
Chegg
Providing students with on-demand academic support and step-by-step problem solving for STEM and core subjects.
Portfolio
3
Apps
What other apps does Chegg make?
Explore the full Chegg report
Portfolio breakdown, audience, momentum, and every app published by Chegg.
What do users think recently?
Low confidence · 50 reviews analyzed · Based on 50 reviews. Signal may be noisy.
What is the recent mood?
Recent user voice shows a frustrated sentiment. Users appreciate core math problem solving functionality provides reliable academic support for students, but report persistent ui overlays covering answer fields prevent users from viewing solutions and infinite loading loops and performance degradation hinder basic calculation tasks.
What Users Love
What Frustrates Users
What Users Want
How have ratings & review volume moved?
Rating, review sentiment, and total reviews over time, with release markers showing the post-launch impact.
Vertical markers = app releases. Hover any release for the post-release impact delta.
View the full user-sentiment analysis
Mood gauge, ratings & review-volume history, every praise / complaint / request, and sentiment over time.
What is the competitive landscape for Mathway: Scan & Solve Problems?
How's The Education Market?
How does it evolve in the Education market?
Mathway holds a #134 Grossing position in the US Education category, but its grossing rank lags behind free-tier chart performance. This gap signals that the current paywall strategy creates conversion friction that limits revenue relative to the app's discovery advantage.
Rank progression
48 active rankings tracked — 30-day window
Which niche is Mathway: Scan & Solve Problems in?
to solve complex mathematical problems step-by-step
Explore the full Math Scanners niche
Every app in this space — 23 tracked, the niche's live rankings, and Marlvel's editorial take on the job-to-be-done.
The rivals identified
Nemeses(1)
Photomath is the dominant market leader in the camera-based math solver niche, backed by Google's distribution and massive user base.
Differentiators
- Leverages Google's proprietary computer vision technology for superior handwriting recognition compared to standard OCR engines.
- Provides animated step-by-step tutorials that visualize the solving process rather than just displaying static text.
- Maintains a massive, crowdsourced database of math problems that improves accuracy through continuous user-driven feedback loops.
Head to head
Mathway must pivot toward specialized, high-complexity problem solving or niche academic subjects to avoid being commoditized by Photomath's broad-spectrum AI dominance.
Contenders(4)
Positions itself as a comprehensive AI tutor rather than just a calculator, broadening the scope of homework help.
Differentiators
- Integrates a custom keyboard extension to provide AI assistance within any messaging or note-taking application.
- Focuses on cross-subject tutoring, moving beyond math into humanities and science-based homework assistance.
A high-velocity competitor that has rapidly captured market share through aggressive AI-feature updates.
Differentiators
- Focuses on multi-modal input, allowing users to combine text, voice, and image for complex query resolution.
- Maintains a high update frequency to keep pace with evolving LLM capabilities in the education sector.
Nerd AI is a direct competitor in the AI-homework space, focusing on rapid, LLM-driven explanations.
Differentiators
- Employs generative AI to provide conversational explanations that mimic a human tutor's pedagogical style.
- Aggressive feature deployment cycle allows for quick testing of new AI-driven homework assistance tools.
Brainly dominates the social-learning niche, providing a community-driven alternative to automated solvers.
Differentiators
- Utilizes a peer-to-peer Q&A model that provides human context for complex problems that AI often misinterprets.
- High-frequency release cadence ensures rapid integration of community-requested features and subject-matter expansions.
Same space(3)
An essential infrastructure app for students, representing the broader ecosystem of digital education.
Differentiators
- Acts as the central hub for student assignments, grades, and communication within institutional environments.
- Deep integration with university and K-12 administrative systems creates a high barrier to entry for competitors.
A comprehensive K-12 learning platform that serves as a primary tool for schools and parents.
Differentiators
- Offers a massive, standards-aligned practice library that integrates directly with school-based learning management systems.
- Provides detailed analytics and progress tracking for parents and teachers to monitor student performance.
Focuses on interactive, gamified learning for STEM subjects, serving a more proactive student audience.
Differentiators
- Uses interactive, puzzle-based learning modules to teach complex mathematical and scientific concepts from first principles.
- Targets a premium, self-motivated audience looking for skill development rather than homework shortcuts.
Compare Mathway: Scan & Solve Problems against every rival
All rivals in one side-by-side table — identity, store metrics, ratings & sentiment, and strategic intel — plus a head-to-head page for each.
The outtake for Mathway: Scan & Solve Problems
Strengths to defend, gaps to attack
Core Strengths
- Camera-based OCR utility drives high-volume organic acquisition
- Multi-subject calculator broadens total addressable student demographic
Critical Frictions
- Persistent UI overlays block core answer visibility
- Infinite loading loops force frequent app uninstalls
- Premium-tier gate restricts instructional access
Growth Levers
- Integrate conversational AI to match competitor pedagogical styles
- Expand into study-session workflows like flashcard generation
Market Threats
- Photomath's Google-backed computer vision dominance
- Generative AI competitors offering free conversational explanations
- Declining sentiment trend eroding user trust
What are the next best moves?
Audit UI layout to remove answer-blocking overlays because they are the top complaint → reduce churn
Top complaint theme in sentiment analysis identifies UI overlays as a primary blocker to answer visibility.
Trade-off: Pause the new subject-solver expansion — UI hygiene is a higher retention priority than content breadth.
Resolve infinite loading loops because they force frequent uninstalls → stabilize daily active habit
Performance degradation is cited as a high-frequency complaint causing app unresponsiveness.
Trade-off: Deprioritize the graphing utility update — core stability is required before adding features.
A counter-intuitive read
The high-volume install rate is a liability, as it masks the underlying churn caused by performance instability, making the app appear healthier than its retention metrics suggest.
Feature Gaps vs Competitors
- Conversational AI tutoring (available in Nerd AI but absent here)
- Multi-modal input for complex queries (available in Question.AI but absent here)
Key Takeaways
Mathway holds its category lead through utility-focused problem solving but bleeds users to AI-native rivals due to UI friction, so revenue growth hinges on resolving the answer-blocking overlays to stabilize retention.
Where Is It Heading?
Declining
The homework-help market is consolidating around generative AI tutors that provide conversational explanations, leaving Mathway's static-answer model exposed. Unless the team resolves the UI and performance regressions, the current churn pressure will accelerate as students migrate to free, more interactive alternatives.
Persistent UI regressions block core answer visibility, which directly triggers negative sentiment and forces users to abandon the app.
Infinite loading loops during calculation tasks erode trust, which compounds the churn pressure from competitors offering more reliable AI experiences.