--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Homework Helper: Scan & solve" developer_entity: "Krobe.net" bundle_id: "app.luni.HomeworkAI" app_store_id: "6503296352" category: "Education" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2024-11-09" report_date: "2026-09-16" last_verified: "2026-09-16T00:00:00.000Z" report_version: "1.3.3" total_reviews: 2347 overall_rating: 4.8 sentiment: "Excited" sentiment_score: 65 confidence: "medium" confidence_score: 0.6 top_praise_theme: "The core homework assistance tool provides accurate and logical answers that help students improve their grades" top_complaint_theme: "Aggressive monetization tactics block access to core features after users have already paid for a subscription" review_sample_size: 25 total_review_count: 25 analyzed_review_count: 25 data_age_days: 14 momentum_velocity: "zombie" intelligence_version: 2 tags: ["education", "freemium", "excited sentiment", "mobile app", "app review", "app analysis", "students", "learners", "seeking"] canonical_url: "https://marlvel.ai/apps/homework-helper-scan-solve" license: "CC-BY-NC 4.0" content_version: "v2" --- # Homework Helper: Scan & solve Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Freemium - **Signal**: Rating 4.75 · Sentiment Excited - **Recent focus**: Aggressive monetization tactics block access to core features after users have already paid for a subscription (top complaint) · The core homework assistance tool provides accurate and logical answers that help students improve their grades (top praise) > **TL;DR:** Homework Helper: Scan & solve is a education app by Krobe.net, rated 4.75/5 by 2.3K users, with Excited user sentiment (65/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Homework Helper: Scan & solve maintains Excited user sentiment (4.75/5 from 2.3K reviews), with users consistently praising the core homework assistance tool provides accurate and logical answers that help students improve their grades. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.75/5 (2.3K reviews) | | **User Mood** | Excited | | **Category** | Education | | **Developer** | Krobe.net | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Medium (0.6/1.0) | | **Data Age** | 14d | ## Metadata & Market Performance - **Publisher:** Krobe.net - **Category:** Education - **Target Audience:** Students and learners seeking automated assistance for homework, essay drafting, and study material summarization. - **Platforms:** iOS - **Version Reviewed:** 1.3.3 - **Report Date:** 2026-09-16 - **Signal Count:** 25 reviews analyzed - **Confidence:** Medium (0.6/1.0) - **App Store ID (iOS):** 6503296352 - **Bundle ID:** app.luni.HomeworkAI - **Data Window:** Analysis based on signals collected up to 2026-09-16 ## Executive Snapshot **What it is:** Homework Helper: Scan & Solve is an AI-powered academic assistant for students that provides step-by-step homework solutions via camera scanning and text generation on iOS. **Why users hire it:** Students use the tool to bypass time constraints on heavy assignment loads, though the current lack of updates creates friction for those seeking a reliable, long-term academic partner. ## App DNA (Features & Intent) - **[Standard] Scan & Solve:** Camera-based input for math and science problems providing step-by-step explanations. Core utility loop drives daily active usage — expands ad-inventory per session. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Differentiator] AI Essay Writing:** Generative text tool for drafting and structuring essays based on subject input. High-value task completion — primary conversion lever for premium subscription tiers. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Book Summaries:** AI-generated summaries of books via title search or file upload. Content-gating potential — serves as a premium-tier feature to justify subscription costs. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} Homework Helper: Scan & Solve maintains a 4.75-star rating across 2,347 total ratings, but the lack of updates for 676 days signals a shift toward maintenance-only status. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with access to core scanning features, Premium tier for advanced AI writing and editing tools - **Analysis:** Freemium model utilizes basic utility as an acquisition funnel, gating advanced generative writing and summarization tools behind subscription. ## 🟢 User Sentiment (Medium Confidence: 25 of 25 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.75/5 - **Platform Split:** iOS 4.8/5 (2.3K ratings) - **Overall Sentiment:** Excited ### Top Praises - **The core homework assistance tool provides accurate and logical answers that help students improve their grades** - **Instant response times allow students to manage heavy assignment loads without feeling overwhelmed by time constraints** ### Top Complaints (Impact Areas) - **Aggressive monetization tactics block access to core features after users have already paid for a subscription** ## SWOT Analysis {#swot} **Core Strengths:** - Camera-based utility loop drives daily active usage **Growth Levers:** - Usage-based micro-transactions could capture casual-user segments ## What's New - **Latest (v1.3.3, 1 years ago):** General bug fixes and performance improvements. ## App Momentum (Zombie) {#momentum} - Quiet 22 months, no feature updates. - Last major release November 2024. > **Cadence:** 1 total versions · 0 majors in last 6 months · 676 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Homework Helper: Scan & solve is a market-leading education app that is free with in-app purchases. With a 4.75/5 rating from 2.3K reviews, it delivers strong user satisfaction. > **Bottom Line:** Addressing the technical access failures and billing friction is necessary to stabilize the user base, as the current maintenance-only state prevents the app from competing with updated AI-powered academic tools. **Best for:** Students and learners seeking automated assistance for homework, essay drafting, and study material summarization. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Audit subscription-access logic because users report being locked out of paid features → reduce churn ### Outlook: Declining The academic utility market is consolidating around tools with high-frequency model updates and stable subscription management. Homework Helper: Scan & Solve remains exposed due to its stagnant release cadence, and without a technical audit of its subscription logic, it will continue to lose ground to more reliable competitors. - 🔴 The 22-month development gap indicates a lack of investment, which erodes user trust and prevents the app from competing with updated AI models. - 🔴 Persistent reports of subscription-access failures and billing friction drive negative sentiment, which compounds the churn risk for the existing user base. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.75/5 | | Total Reviews | 2.3K | | Sentiment | Excited (65/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Homework Helper: Scan & solve** (this app) | 4.75/5 | Excited | Krobe.net | | [Catbus Student](https://marlvel.ai/apps/catbus-student) | 4.3/5 | N/A | Cohota Join Stock Company | | [Quran Treasure Island for Kids](https://marlvel.ai/apps/quran-treasure-island-for-kids) | 4.9/5 | Mixed | Akeela Manekia | | [Valencia College - MyVC](https://marlvel.ai/apps/valencia-college-myvc) | 5.0/5 | N/A | Valencia College | | [자주 틀리는 우리말](https://marlvel.ai/apps/app--424) | N/A/5 | N/A | DaolSoft, Co., Ltd. | | [달공부 - 한 달 공부 다이어리 + 루틴/공부 타이머](https://marlvel.ai/apps/azlabs-dalstudy) | N/A/5 | N/A | SuWon Choi | ## Company Profile - **Developer:** Krobe.net - **Website:** [https://apps.apple.com/us/developer/krobe-net/id491157713?uo=4](https://apps.apple.com/us/developer/krobe-net/id491157713?uo=4) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/homework-helper-scan-solve/id6503296352?uo=4) - **Dev Site:** [Official Website](https://apps.apple.com/us/developer/krobe-net/id491157713?uo=4) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Catbus Student*](https://marlvel.ai/apps/catbus-student) (Cohota Join Stock Company) · 4.3/5 Rating - [*Quran Treasure Island for Kids*](https://marlvel.ai/apps/quran-treasure-island-for-kids) (Akeela Manekia) · 4.9/5 Rating - [*Valencia College - MyVC*](https://marlvel.ai/apps/valencia-college-myvc) (Valencia College) · 5.0/5 Rating - [*자주 틀리는 우리말*](https://marlvel.ai/apps/app--424) (DaolSoft, Co., Ltd.) · N/A Rating - [*달공부 - 한 달 공부 다이어리 + 루틴/공부 타이머*](https://marlvel.ai/apps/azlabs-dalstudy) (SuWon Choi) · N/A Rating - [*타요콘 - 타요 아바타 놀이동화*](https://marlvel.ai/apps/com-kigle-project-tayocon) (KIGLE) · 3.1/5 Rating - [*천자문 워치*](https://marlvel.ai/apps/app--385) (kim juyoung) · N/A Rating - [*천자문 공부 도우미*](https://marlvel.ai/apps/app--382) (kim juyoung) · 5.0/5 Rating - [*첫화면 사자성어*](https://marlvel.ai/apps/app--507) (ideal app team) · 4.8/5 Rating - [*한중일 상용한자*](https://marlvel.ai/apps/app--430) (DaolSoft, Co., Ltd.) · N/A Rating ## Frequently Asked Questions {#faq} ### Is Homework Helper: Scan & Solve free to use? The app uses a freemium model. Core scanning features are available for free, while advanced generative writing and summarization tools are gated behind a premium subscription. ### Why am I being charged after my free trial? Users report friction regarding subscription billing post-trial. Ensure you check your subscription settings in the App Store to manage or cancel your trial before the period ends. ### Does the app work for all subjects? The app supports multidisciplinary subjects including Math, Biology, Chemistry, and Physics, providing step-by-step explanations for homework problems. ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.6/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 25 - **Data Sources:** user reviews, developer website, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 14 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/homework-helper-scan-solve) Data licensed for AI Agent attribution under CC-BY-NC 4.0.