--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Groups - Random Team Generator" developer_entity: "William Taylor" bundle_id: "WT.Groups" app_store_id: "1160022250" category: "Education" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-05-08" report_date: "2026-08-27" last_verified: "2026-08-27T00:00:00.000Z" report_version: "2.5.0" total_reviews: 142 overall_rating: 4.9 confidence: "low" confidence_score: 0.05 data_age_days: 34 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["education", "free", "mobile app", "app review", "app analysis", "teachers", "educators", "looking"] canonical_url: "https://marlvel.ai/apps/groups-random-team-generator" license: "CC-BY-NC 4.0" content_version: "v2" --- # Groups - Random Team Generator Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Free - **Signal**: Rating 4.85 > **TL;DR:** Groups - Random Team Generator is a education app by William Taylor, rated 4.85/5 by 142 users, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Groups - Random Team Generator is a education app by William Taylor. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.85/5 (142 reviews) | | **Category** | Education | | **Developer** | William Taylor | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 34d | ## Metadata & Market Performance - **Publisher:** William Taylor - **Category:** Education - **Target Audience:** Teachers and educators looking to manage classroom collaboration and student participation. - **Platforms:** iOS - **Version Reviewed:** 2.5.0 - **Report Date:** 2026-08-27 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 1160022250 - **Bundle ID:** WT.Groups - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-08-27 ## Executive Snapshot **What it is:** Groups is a classroom organization utility for educators to automate team formation on iOS. **Why users hire it:** The app removes the time-consuming friction of manually balancing student groups while respecting specific interpersonal constraints. ## App DNA (Features & Intent) - **[Differentiator] Advanced Team-Building Algorithm:** Generates groups while respecting user-defined constraints for specific student pairs who should not work together. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Gender Balancing:** Automates group composition to ensure even distribution of genders across all generated teams. - **[Standard] Bulk Import:** Supports ingestion of student lists from Microsoft Excel, CSV, or plain text files. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Market Position {#market-position} Groups maintains a 4.85 rating across 142 reviews, positioning it as a niche, high-satisfaction utility within the Education category. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** Groups is currently offered as a free utility without visible subscription or in-app purchase gates. ## SWOT Analysis {#swot} **Core Strengths:** - Algorithm respects specific student-pair constraints - Gender-balancing logic automates diversity requirements **Growth Levers:** - Introduce Pro tier for advanced classroom features - Expand bulk import to cloud-based student rosters ## Recent Changes (v2 → v3) {#recent-changes} The product strategy shifted from a maintenance-only posture to an active investigation of monetization and cloud-based expansion. This pivot addresses the risk of obsolescence against integrated classroom suites. **Overall trend**: Mixed **Compared at**: 2026-08-27 ### High-impact changes - **[Shifted] Monetization and Sustainability Focus** (swot) - **[Shifted] Revenue-Centric Outlook** (positioning) ### Medium-impact changes - **[Added] OS API Vulnerability** (swot) ## What's New - **Latest (v2.5.0, 3 months ago):** Introduced a new design with full support for Liquid Glass. ## App Momentum (Maintenance) {#momentum} - Ships maintenance-only updates. - Latest release added Liquid Glass support. > **Cadence:** 1 total versions · 1 majors in last 6 months · 110 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Groups - Random Team Generator is an education app that is completely free. It holds a 4.85/5 rating from 142 reviews. > **Bottom Line:** Groups secures its position through a specialized algorithm that solves the specific pain point of classroom team formation, but the lack of a monetization path leaves the product vulnerable to feature-rich competitors. **Best for:** Teachers and educators looking to manage classroom collaboration and student participation. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit monetization potential because the current free model lacks reinvestment capital → increase sustainability ### Outlook: Stable The classroom utility market is consolidating around integrated suites, leaving specialized tools like Groups at risk of being bundled out of existence. Without a transition to a sustainable revenue model, the app will likely remain a static utility rather than a growing platform. - ⚪ The maintenance-only release cadence ensures stability for existing users but limits the app's ability to capture new market share via feature expansion. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.85/5 | | Total Reviews | 142 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Groups - Random Team Generator** (this app) | 4.85/5 | N/A | William Taylor | | [AlgoApp - Flashcards](https://marlvel.ai/apps/algoapp-flashcards) | 4.5/5 | n/a | AlgoApp Inc | | [Elevate - Brain Training Games](https://marlvel.ai/apps/elevate-brain-training-games) | 4.7/5 | n/a | The Mind Company | | [Flashcards Deluxe](https://marlvel.ai/apps/flashcards-deluxe) | 4.5/5 | N/A | OrangeOrApple.com | | [Flash Cards Flashcards Maker](https://marlvel.ai/apps/flash-cards-flashcards-maker) | 4.0/5 | Mixed | Infinite Wave Media, LLC | | [Flashcards maker - AI generate](https://marlvel.ai/apps/flashcards-maker-ai-generate) | 4.1/5 | Mixed | Teleprompter LLC | ## Company Profile - **Developer:** William Taylor ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/groups-random-team-generator/id1160022250?uo=4) - **Sources:** App store metadata. ## Related Intel Reports - [*AlgoApp - Flashcards*](https://marlvel.ai/apps/algoapp-flashcards) (AlgoApp Inc) · 4.5/5 Rating - [*Elevate - Brain Training Games*](https://marlvel.ai/apps/elevate-brain-training-games) (The Mind Company) · 4.7/5 Rating - [*Flashcards Deluxe*](https://marlvel.ai/apps/flashcards-deluxe) (OrangeOrApple.com) · 4.5/5 Rating - [*Flash Cards Flashcards Maker*](https://marlvel.ai/apps/flash-cards-flashcards-maker) (Infinite Wave Media, LLC) · 4.0/5 Rating - [*Flashcards maker - AI generate*](https://marlvel.ai/apps/flashcards-maker-ai-generate) (Teleprompter LLC) · 4.1/5 Rating - [*Impulse - Brain Training*](https://marlvel.ai/apps/impulse-brain-training) (GMRD Apps Limited) · 4.6/5 Rating - [*Peak - Brain Training*](https://marlvel.ai/apps/peak-brain-training) (Synaptic Labs) · 4.7/5 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 ## Frequently Asked Questions {#faq} ### Is Groups free to use for teachers? Yes, Groups is currently offered as a free utility without any subscription or in-app purchase gates. ### Does Groups allow me to keep certain students apart? Yes, the app includes an advanced team-building algorithm that allows you to list specific student pairs who should not work together. ### Can I import my class list from Excel? Yes, Groups supports bulk import of student lists from Microsoft Excel workbooks, CSV files, or plain text lists. ## 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:** 0.05/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 34 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/groups-random-team-generator) Data licensed for AI Agent attribution under CC-BY-NC 4.0.