--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "SQL Query Logic" developer_entity: "AFTW LLC" bundle_id: "com.quizfactory.global.sqlquerylogic" app_store_id: "6773761346" category: "Education" primary_platform: "ios" primary_monetization: "Free" offline_capable: true market_region: "US" platforms: "iOS" app_last_updated: "2026-06-02" report_date: "2026-11-11" last_verified: "2026-11-11T00:00:00.000Z" report_version: "1.0" total_reviews: 0 confidence: "low" confidence_score: 0.2 data_age_days: 4 momentum_velocity: "zombie" intelligence_version: 2 tags: ["education", "free", "mobile app", "app review", "app analysis", "beginners,", "students,", "seekers"] canonical_url: "https://marlvel.ai/apps/sql-query-logic" license: "CC-BY-NC 4.0" content_version: "v2" --- # SQL Query Logic Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Free > **TL;DR:** SQL Query Logic is a education app by AFTW LLC, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** SQL Query Logic is a education app by AFTW LLC. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Education | | **Developer** | AFTW LLC | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.2/1.0) | | **Data Age** | 4d | ## Metadata & Market Performance - **Publisher:** AFTW LLC - **Category:** Education - **Target Audience:** Beginners, students, and job seekers preparing for SQL-related technical assessments. - **Platforms:** iOS - **Version Reviewed:** 1.0 - **Report Date:** 2026-11-11 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.2/1.0) - **App Store ID (iOS):** 6773761346 - **Bundle ID:** com.quizfactory.global.sqlquerylogic - **Data Window:** Analysis based on signals collected up to 2026-11-11 ## Executive Snapshot **What it is:** SQL Query Logic is an independent study app for SQL learners, offering 160 practice questions and spaced-repetition tools on iOS. **Why users hire it:** It removes the friction of account creation and recurring costs, serving users who need reliable, offline access to technical interview preparation material. ## App DNA (Features & Intent) - **[Differentiator] FSRS Spaced-Repetition:** Calculates optimal review intervals based on user performance to improve long-term retention. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Weak-point Heatmap:** Visualizes topic mastery to identify specific SQL concepts requiring further study. - **[Standard] Offline Practice:** Enables full access to question banks without an active internet connection. * *User Intent:* Users want uninterrupted access without internet dependency. ## Market Position {#market-position} SQL Query Logic operates as a niche, free-to-use education tool with no current chart presence or user rating volume. The lack of recent updates (162 days since launch) signals a maintenance-mode posture that limits its competitive reach against active rivals. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to all 160 questions and study features - **Analysis:** The app is currently a free, standalone tool with no visible in-app purchases or subscription gates. ## SWOT Analysis {#swot} **Core Strengths:** - Offline-first architecture removes connectivity dependencies for students **Growth Levers:** - Localized question sets could capture non-English speaking markets ## App Momentum (Zombie) {#momentum} - Launched June 2026. - No updates in 5 months. > **Cadence:** 1 total versions · 0 majors in last 6 months · 161 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} SQL Query Logic is an education app that is completely free. > **Bottom Line:** SQL Query Logic serves a clear need for free, offline SQL practice, but the 5-month development silence threatens its long-term viability. Restoring a regular content cadence would address the primary churn risk for interview candidates who require up-to-date technical material. **Best for:** Beginners, students, and job seekers preparing for SQL-related technical assessments. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship a content update because the app has been dormant for 5 months → restore user trust ### Outlook: Declining The education app market is consolidating around tools that offer frequent content updates and social proof. SQL Query Logic's current dormancy leaves it exposed to rivals that can better signal reliability to new users, which will likely lead to continued stagnation in store visibility. - 🔴 The 162-day update gap suggests the app is in maintenance mode, which will erode its relevance as SQL standards evolve. - ⚪ The free, offline-first model remains a strong differentiator for students, provided the content bank receives periodic refreshes. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **SQL Query Logic** (this app) | N/A/5 | N/A | AFTW LLC | | [ALPA: Lernspiele für Kinder](https://marlvel.ai/apps/alpa-lernspiele-fur-kinder) | N/A/5 | N/A | ALPA Kids OU | | [ATPdigital (Legacy)](https://marlvel.ai/apps/atpdigital-legacy) | 2.0/5 | n/a | Bristol Groundschool International Ltd | | [BDS Next](https://marlvel.ai/apps/bds-next) | 4.6/5 | Mixed | Raison Thomas | | [Catbus Student](https://marlvel.ai/apps/catbus-student) | 4.1/5 | N/A | Cohota Join Stock Company | | [Chinese Tibetan Dictionary](https://marlvel.ai/apps/chinese-tibetan-dictionary) | 5.0/5 | Thrilled | Lobsang Monlam16922404891 | ## Company Profile - **Developer:** AFTW LLC - **Website:** [https://quizfactoryapp.github.io/](https://quizfactoryapp.github.io/) ## Data Sources & Links - **App Store ID:** 6773761346 - **Dev Site:** [Official Website](https://quizfactoryapp.github.io/) - **Sources:** Developer website content, App store metadata. ## Related Intel Reports - [*ALPA: Lernspiele für Kinder*](https://marlvel.ai/apps/alpa-lernspiele-fur-kinder) (ALPA Kids OU) · N/A Rating - [*ATPdigital (Legacy)*](https://marlvel.ai/apps/atpdigital-legacy) (Bristol Groundschool International Ltd) · 2.0/5 Rating - [*BDS Next*](https://marlvel.ai/apps/bds-next) (Raison Thomas) · 4.6/5 Rating - [*Catbus Student*](https://marlvel.ai/apps/catbus-student) (Cohota Join Stock Company) · 4.1/5 Rating - [*Chinese Tibetan Dictionary*](https://marlvel.ai/apps/chinese-tibetan-dictionary) (Lobsang Monlam16922404891) · 5.0/5 Rating | Excellent Sentiment - [*Insights to Behavior*](https://marlvel.ai/apps/insights-to-behavior) (Insights to Behavior) · N/A Rating - [*Legasthenie & LRS Trainer*](https://marlvel.ai/apps/legasthenie-lrs-trainer) (Matthias Aigner) · N/A Rating - [*Lyceum Leaf Parent*](https://marlvel.ai/apps/lyceum-leaf-parent) (Techcess Business Solutions (Pvt) Ltd) · N/A Rating - [*MapTap.gg*](https://marlvel.ai/apps/nibble-games-maptap) (MapTap Inc) · 4.9/5 Rating | Excellent Sentiment - [*Money Matrix (CAD)*](https://marlvel.ai/apps/money-matrix-cad) (Blooming Kids Software LLC) · 5.0/5 Rating ## Frequently Asked Questions {#faq} ### Is SQL Query Logic free to use? Yes, SQL Query Logic is currently offered as a free, standalone tool with full access to all 160 questions and study features. ### Does SQL Query Logic work without an internet connection? Yes, the app supports offline practice, allowing users to access the question bank and study tools without an active internet connection. ### What is the difference between SQL Query Logic and other interview prep apps? SQL Query Logic focuses on conceptual understanding through offline-first, free access, whereas many competitors gate advanced content behind subscriptions. ### Is SQL Query Logic safe for students? The app does not require a login or personal data collection, which minimizes privacy concerns for students and beginners. ## 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:** 0.2/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 4 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/sql-query-logic) Data licensed for AI Agent attribution under CC-BY-NC 4.0.