--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "bartleby: Math Homework Helper" developer_entity: "Barnes & Noble Education, Inc." bundle_id: "com.bartleby.learn" app_store_id: "1522219588" category: "Education" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2025-08-21" report_date: "2026-09-22" last_verified: "2026-09-22T00:00:00.000Z" report_version: "1.6.3" total_reviews: 5307 overall_rating: 3.9 sentiment: "Frustrated" sentiment_score: 25 confidence: "high" confidence_score: 0.75 top_praise_theme: "The core educational content provides helpful study assistance for students seeking quick academic revision support" top_complaint_theme: "Users report deceptive billing practices where subscriptions auto-renew or charge without clear prior authorization" review_sample_size: 50 total_review_count: 50 analyzed_review_count: 50 data_age_days: 52 momentum_velocity: "zombie" intelligence_version: 2 tags: ["education", "subscription", "frustrated sentiment", "mobile app", "app review", "app analysis", "college", "school", "students"] canonical_url: "https://marlvel.ai/apps/bartleby-math-homework-helper" license: "CC-BY-NC 4.0" content_version: "v2" --- # bartleby: Math Homework Helper Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Subscription - **Signal**: Rating 3.93 · Sentiment Frustrated - **Recent focus**: Users report deceptive billing practices where subscriptions auto-renew or charge without clear prior authorization (top complaint) · The core educational content provides helpful study assistance for students seeking quick academic revision support (top praise) > **TL;DR:** bartleby: Math Homework Helper is a education app by Barnes & Noble Education, Inc., rated 3.93/5 by 5.3K users, with Frustrated user sentiment (25/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** bartleby: Math Homework Helper faces Frustrated user sentiment (3.93/5 from 5.3K reviews), with users reporting users report deceptive billing practices where subscriptions auto-renew or charge without clear prior authorization as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.93/5 (5.3K reviews) | | **User Mood** | Frustrated | | **Category** | Education | | **Developer** | Barnes & Noble Education, Inc. | | **Pricing** | Subscription | | **Platforms** | iOS & Android | | **Confidence** | High (0.75/1.0) | | **Data Age** | 52d | ## Metadata & Market Performance - **Publisher:** Barnes & Noble Education, Inc. - **Category:** Education - **Target Audience:** College and high school students seeking supplemental academic support and homework assistance. - **Platforms:** iOS & Android - **Version Reviewed:** 1.6.3 - **Report Date:** 2026-09-22 - **Signal Count:** 50 reviews analyzed - **Confidence:** High (0.75/1.0) - **App Store ID (iOS):** 1522219588 - **Bundle ID:** com.bartleby.learn - **Google Play ID:** com.bartleby.learn - **Data Window:** Analysis based on signals collected up to 2026-09-22 ## Executive Snapshot **What it is:** bartleby is an education app for high school and college students that provides textbook solutions and 24/7 expert Q&A on iOS and Android. **Why users hire it:** Students use the platform to bypass roadblocks in complex assignments, seeking the specific step-by-step guidance that static textbooks often lack. ## App DNA (Features & Intent) - **[Differentiator] Expert Q&A Support:** 24/7 access to subject matter experts for detailed homework explanations via photo or text submission. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Textbook Solution Database:** Searchable library of over 8 million step-by-step textbook and homework explanations. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} bartleby maintains a 4.28 rating on iOS but suffers from a stagnant release cadence, with no major updates in over 14 months. This lack of momentum limits the platform's ability to compete with more agile, AI-integrated study tools. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier with limited access, Premium 'bartleby learn' subscription at $9.99/month - **Analysis:** The $9.99/month subscription gates the core value proposition of expert Q&A and full textbook solutions. ## 🔴 User Sentiment (High Confidence: 50 of 50 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3.93/5 - **Platform Split:** iOS 4.3/5 (2.5K ratings) | Android 3.6/5 (2.8K ratings) - **Overall Sentiment:** Frustrated ### Top Praises - **The core educational content provides helpful study assistance for students seeking quick academic revision support** ### Top Complaints (Impact Areas) - **Users report deceptive billing practices where subscriptions auto-renew or charge without clear prior authorization** ## SWOT Analysis {#swot} **Core Strengths:** - 8-million-solution database provides immediate textbook-specific utility - 24/7 expert Q&A offers personalized academic guidance **Growth Levers:** - Implementing transparent cancellation flows would mitigate negative sentiment - Introducing verified-expert badges could differentiate answers from generic AI ## What's New - **Latest (v1.6.3, 1 years ago):** General maintenance release addressing miscellaneous bugs and performance improvements. ## App Momentum (Zombie) {#momentum} - Ships zero major updates in 14 months. - Maintains maintenance-only release cadence. > **Cadence:** 1 total versions · 0 majors in last 6 months · 427 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} bartleby: Math Homework Helper is an education app. With a 3.93/5 rating from 5.3K reviews, it faces significant user friction. > **Bottom Line:** Fixing the broken cancellation flow and submission bugs is the only way to halt the current decline in user trust. Prioritizing these technical foundations will unlock the retention potential of the existing textbook library. **Best for:** College and high school students seeking supplemental academic support and homework assistance. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild the subscription cancellation flow because users report the current button fails to function → reduce churn and negative sentiment ### Outlook: Declining Users report: The education-utility market is consolidating around platforms that integrate generative AI for real-time, personalized tutoring. bartleby's current posture is exposed: its static solution database and lack of recent development leave it unable to answer the convenience and quality of newer, more agile competitors. - 🔴 The 14-month lack of feature updates suggests the platform is in maintenance mode, which prevents it from competing with modern AI-integrated rivals. - 🔴 Persistent reports of billing failures and technical errors in the core submission flow continue to erode the user base's trust in the service. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.93/5 | | Total Reviews | 5.3K | | Sentiment | Frustrated (25/100) | | Confidence | High | | Pricing Model | Subscription | | Platforms | iOS & Android | | Key Features | 2 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **bartleby: Math Homework Helper** (this app) | 3.93/5 | Frustrated | Barnes & Noble Education, Inc. | | [Catbus Student](https://marlvel.ai/apps/catbus-student) | 4.3/5 | N/A | Cohota Join Stock Company | | [Money Matrix (CAD)](https://marlvel.ai/apps/money-matrix-cad) | 5.0/5 | N/A | Blooming Kids Software LLC | | [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 | | [Verbi: Learn a New Language](https://marlvel.ai/apps/verbi-learn-a-new-language) | 4.3/5 | n/a | ACADIA LABS INC. | ## Company Profile - **Developer:** Barnes & Noble Education, Inc. - **Website:** [https://www.bartleby.com](https://www.bartleby.com) - **Social:** [Instagram](https://www.instagram.com/bartlebysolve) · [Facebook](https://www.facebook.com/bartlebysolve) · [X/Twitter](https://twitter.com/bartlebysolve) · [YouTube](https://www.youtube.com/channel/UCixjpE0Hapap4x0hKg7Fmfw) ## Data Sources & Links - **App Store ID:** 1522219588 - **Google Play ID:** com.bartleby.learn - **Dev Site:** [Official Website](https://www.bartleby.com) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*Catbus Student*](https://marlvel.ai/apps/catbus-student) (Cohota Join Stock Company) · 4.3/5 Rating - [*Money Matrix (CAD)*](https://marlvel.ai/apps/money-matrix-cad) (Blooming Kids Software LLC) · 5.0/5 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 - [*Verbi: Learn a New Language*](https://marlvel.ai/apps/verbi-learn-a-new-language) (ACADIA LABS INC.) · 4.3/5 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 ## Frequently Asked Questions {#faq} ### Is bartleby worth paying for if I only need help occasionally? Based on user reviews, the subscription model is designed for frequent users; casual students report frustration with the auto-renewing billing and difficulty canceling. ### Does bartleby have a free version? Yes, bartleby offers a free tier with limited access to resources, while the full textbook solutions and 24/7 expert Q&A are gated behind the premium subscription. ### Is it easy to cancel a bartleby subscription? Users report significant difficulty with the cancellation process, specifically noting that the cancel button often fails to function as expected. ## 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:** 0.75/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 50 - **Data Sources:** user reviews, developer website, company about page, 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:** 52 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/bartleby-math-homework-helper) Data licensed for AI Agent attribution under CC-BY-NC 4.0.