Report updated May 20, 2026
Solvo: AI Homework Helper
For students from school to university level seeking automated homework assistance and study aids.
Solvo: AI Homework Helper is an established education app that is free with in-app purchases. With a 4.6/5 rating from 5.5K reviews, it shows polarized user reception. Users particularly appreciate step-by-step math problem breakdowns help students understand complex algebraic concepts effectively, though aggressive paywall implementation frustrates users who expect a free or more transparent pricing model remains a common concern.
What is Solvo: AI Homework Helper?
Solvo is an AI-powered homework helper for students that provides step-by-step solutions for math and science subjects on iOS.
Students hire Solvo to bypass academic friction and understand complex concepts, turning difficult assignments into manageable learning moments.
Current Momentum
v1.66 · 2mo ago
MaintenanceNo new feature build or event in recent patches. The app ships bug fixes only at a ~9-week cadence.
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 Are The Key Features?
Camera-based OCR captures homework problems for automated AI processing
AI-generated breakdowns of math, physics, and chemistry problems
Converts uploaded notes, textbooks, or research papers into interactive study flashcards
How much does it cost?
- Free tier with limited access
- Premium subscription with unlimited access, advanced OCR, and faster responses
Freemium model uses feature gating on OCR and response volume to drive conversion to the Premium tier.
Who Built It?
AIBY
Empowering users with AI-driven utility and personalization tools designed to streamline productivity, health tracking, and digital self-expression.
Portfolio
13
Apps
What other apps does AIBY make?
Plantum - AI Plant Identifier
OnSkin: Beauty Product Scanner
Interium - AI Interior Design
HitMeal Calorie & Food Tracker
Coin ID: Coin Value Identifier
AI Photo Generator: ARTA
Explore the full AIBY report
Portfolio breakdown, audience, momentum, and every app published by AIBY.
What do users think recently?
High confidence · 50 reviews analyzed · Based on 50 reviews. Signal may be noisy.
How did the latest release land?
What is the recent mood?
Recent user voice shows a mixed sentiment. Users appreciate step-by-step math problem breakdowns help students understand complex algebraic concepts effectively, but report aggressive paywall implementation frustrates users who expect a free or more transparent pricing model.
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 Solvo: AI Homework Helper?
How's The Education Market?
How does it evolve in the Education market?
Solvo maintains a presence in the Education grossing charts across multiple international markets, signaling successful monetization in diverse regions. The app's rating of 4.6 stars across 5,479 ratings indicates a solid base of satisfied users despite recent friction.
Rank progression
12 active rankings tracked — 30-day window
Which niche is Solvo: AI Homework Helper in?
to solve homework problems and master concepts
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)
With over 3 million ratings and Google's backing, it is the undisputed market leader for camera-based math problem solving.
Differentiators
- Leverages Google's proprietary computer vision technology for superior handwriting recognition compared to standard OCR engines.
- Provides comprehensive step-by-step explanations that serve as a digital tutor rather than just a calculator.
- Maintains a massive, long-term repository of solved problems that creates a significant data-moat for accuracy.
Head to head
Target must pivot toward broader subject support or superior AI-conversational tutoring to differentiate from Photomath's pure math-utility dominance.
Contenders(3)
A direct AI-native competitor with high release frequency targeting the same 'homework helper' utility space.
Differentiators
- Aggressive 16-update cadence in six months suggests rapid iteration on AI response quality and feature sets.
- Focuses on a simplified, single-purpose interface that minimizes friction for students needing immediate homework answers.
The incumbent leader in textbook solutions and expert-verified homework help for high school and college students.
Differentiators
- Offers access to a vast library of expert-verified textbook solutions that provide high-trust academic validation.
- Integrates professional human tutoring services which creates a premium monetization layer beyond simple AI automation.
A massive community-driven platform that dominates the 'homework help' search intent through crowdsourced Q&A.
Differentiators
- Utilizes a massive network of peer-to-peer knowledge sharing that provides human context AI cannot yet replicate.
- High release velocity of 18 updates in six months demonstrates aggressive adaptation to changing educational standards.
Same space(2)
An AI-tutor focused app that emphasizes conversational learning over simple answer retrieval.
Differentiators
- Implements a keyboard-integrated AI interface that allows students to get help without switching apps during tasks.
- Focuses on the 'tutor' persona to encourage active learning rather than just providing the final answer.
A specialized math-focused AI tool that competes directly for the same student demographic.
Differentiators
- Optimized specifically for math problem decomposition, allowing for more granular step-by-step learning than generalist AI tools.
- Positions itself as a dedicated study companion rather than a broad-spectrum educational utility.
New entrants(1)
A very recent entrant (Jan 2026) showing rapid feature deployment in the AI-tutor space.
Differentiators
- Utilizes real-time voice interaction to simulate human-like language tutoring sessions for students.
- Focuses on conversational fluency metrics rather than traditional rote memorization or textbook-based learning.
Compare Solvo: AI Homework Helper 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 Solvo: AI Homework Helper
Strengths to defend, gaps to attack
Core Strengths
- AI-native architecture enables rapid subject-matter expansion
- Step-by-step pedagogical design increases perceived value over simple answer-retrieval tools
Critical Frictions
- Aggressive paywall friction triggers negative sentiment
- Technical instability in graph interpretation erodes user trust
Growth Levers
- Integration of wearable study-timers could deepen engagement
- B2B partnerships with tutoring centers offer untapped distribution channels
Market Threats
- Rapid release velocity of AI-native rivals like Question.AI
- Google's integration of Photomath into the broader search experience
What are the next best moves?
Tighten trial-to-paid conversion flow because paywall friction is the #1 complaint → reduce churn
Aggressive paywall implementation is the top complaint theme in user sentiment data.
Trade-off: Pause the flashcard feature expansion to focus engineering on funnel transparency.
Audit graph interpretation logic because users report inaccuracies → improve retention
Technical instability in graph interpretation is a recurring complaint hindering tool reliability.
Trade-off: Delay the document summarization update to prioritize core math accuracy.
A counter-intuitive read
The app's aggressive paywall is not a failure of design but a necessary filter to manage high-cost AI inference tokens, suggesting the real issue is not the price but the lack of a mid-tier usage option.
Feature Gaps vs Competitors
- Expert-verified textbook solutions (available in Chegg but absent here)
- Human-verified Q&A community (available in Brainly but absent here)
Key Takeaways
Solvo provides high-value pedagogical support, but the aggressive paywall creates a churn-risk that outweighs its current conversion gains. The PM must prioritize technical accuracy and funnel transparency to stabilize the user base against established incumbents.
Where Is It Heading?
Mixed Signals
The homework-helper market is consolidating around tools that offer either community-verified accuracy or superior AI-tutor personas. Solvo's current trajectory is exposed: without addressing the technical reliability of its math solver, it risks losing ground to rivals like Question.AI that iterate faster on response quality.
Aggressive paywall friction in the latest version triggers negative sentiment, which compounds the churn risk already visible in user reviews.
The step-by-step math explanation feature remains a high-value differentiator that drives positive user feedback and validates the core AI utility.