--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Rock Identifier & Scanner AI" developer_entity: "UPQODE LLC" bundle_id: "com.upqode.rockidentification" app_store_id: "6760016651" category: "Education" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-03-11" report_date: "2026-08-24" last_verified: "2026-08-24T00:00:00.000Z" report_version: "1.0" total_reviews: 595 overall_rating: 4.3 sentiment: "Frustrated" sentiment_score: 25 confidence: "high" confidence_score: 0.7 top_praise_theme: "The core rock identification feature provides immediate value for users who successfully scan their mineral collection" top_complaint_theme: "Forced rating prompts and broken navigation buttons prevent users from accessing the core identification features" review_sample_size: 28 total_review_count: 28 analyzed_review_count: 28 data_age_days: 37 momentum_velocity: "zombie" intelligence_version: 3 tags: ["education", "free", "frustrated sentiment", "mobile app", "app review", "app analysis", "geology", "students,", "outdoor"] canonical_url: "https://marlvel.ai/apps/rock-identifier-scanner-ai" license: "CC-BY-NC 4.0" content_version: "v2" --- # Rock Identifier & Scanner AI Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Free - **Signal**: Rating 4.31 · Sentiment Frustrated - **Recent focus**: Forced rating prompts and broken navigation buttons prevent users from accessing the core identification features (top complaint) · The core rock identification feature provides immediate value for users who successfully scan their mineral collection (top praise) > **TL;DR:** Rock Identifier & Scanner AI is a education app by UPQODE LLC, rated 4.31/5 by 595 users, with Frustrated user sentiment (25/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Rock Identifier & Scanner AI faces Frustrated user sentiment (4.31/5 from 595 reviews), with users reporting forced rating prompts and broken navigation buttons prevent users from accessing the core identification features as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.31/5 (595 reviews) | | **User Mood** | Frustrated | | **Category** | Education | | **Developer** | UPQODE LLC | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | High (0.7/1.0) | | **Data Age** | 37d | ## Metadata & Market Performance - **Publisher:** UPQODE LLC - **Category:** Education - **Target Audience:** Geology students, outdoor hikers, and rock collectors seeking quick identification and educational facts. - **Platforms:** iOS - **Version Reviewed:** 1.0 - **Report Date:** 2026-08-24 - **Signal Count:** 28 reviews analyzed - **Confidence:** High (0.7/1.0) - **App Store ID (iOS):** 6760016651 - **Bundle ID:** com.upqode.rockidentification - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-24 ## Executive Snapshot **What it is:** Rock Identifier & Scanner AI is an educational tool for identifying rocks and minerals via photo uploads on iOS. **Why users hire it:** The app removes the cognitive cost of manual mineral classification for hikers and students by providing instant AI-powered identification. ## App DNA (Features & Intent) - **[Standard] AI-Powered Rock Identification:** Image recognition engine identifies rocks, minerals, and gemstones from user-uploaded photos. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Mineral Database:** Reference library containing verified data on rocks, stones, and gemstones. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Learning & Achievements:** Gamified badge system for tracking geological discoveries and facts. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} Rock Identifier & Scanner AI holds a 4.31 rating across 595 total platform ratings. The lack of any update activity since the March 2026 release indicates a stagnant position in the Education category. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to identification and database features - **Analysis:** The app is currently listed as free with no explicit subscription or IAP gates mentioned in the store metadata. ## 🔴 User Sentiment (High Confidence: 28 of 28 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.31/5 - **Platform Split:** iOS 4.3/5 (595 ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.31/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **The core rock identification feature provides immediate value for users who successfully scan their mineral collection** ### Top Complaints (Impact Areas) - **Forced rating prompts and broken navigation buttons prevent users from accessing the core identification features** ## SWOT Analysis {#swot} **Core Strengths:** - Instant identification mechanism provides immediate value for amateur mineral collectors **Growth Levers:** - Community-driven verification layer to improve identification accuracy ## Recent Changes (v2 → v3) {#recent-changes} The app remains in a state of total development dormancy, with no changes to the core product or stability since the initial launch. The only material shifts are in the analytical framing of the app's competitive vulnerability and the identification of a community-driven verification layer as a potential path for improvement. **Overall trend**: Stable **Compared at**: 2026-08-24 ### High-impact changes - **[Shifted] Competitive outlook refinement** (positioning) ### Medium-impact changes - **[Added] Community-driven verification opportunity** (swot) - **[Added] Offline capability clarification** (features) ## App Momentum (Zombie) {#momentum} - Zero updates in 165 days. - Maintenance-only state since launch. > **Cadence:** 1 total versions · 1 majors in last 6 months · 165 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Rock Identifier & Scanner AI is an education app that is completely free. With a 4.31/5 rating from 595 reviews, it draws more critical themes in recent reviews than its store average suggests. > **Bottom Line:** Rock Identifier & Scanner AI requires a stability-first pivot to resolve the navigation and crash issues that currently prevent users from completing a single scan, as the current technical debt is actively eroding the user base. **Best for:** Geology students, outdoor hikers, and rock collectors seeking quick identification and educational facts. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild navigation logic because broken buttons trap users on rating screens → restore access to core features ### Outlook: Declining The Education category for geology tools is consolidating around apps that offer consistent identification accuracy and stable scanning workflows. Rock Identifier & Scanner AI remains exposed due to its lack of development activity, and without a stability-focused update, the app will continue to lose ground to more active competitors. - 🔴 The 165-day update gap signals a maintenance-only posture, which prevents the app from addressing the core identification accuracy complaints. - 🔴 Persistent navigation and crash issues in the latest version erode the daily active habit, compounding the rating drag already visible on the store. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.31/5 | | Total Reviews | 595 | | Sentiment | Frustrated (25/100) | | Confidence | High | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Rock Identifier & Scanner AI** (this app) | 4.31/5 | Frustrated | UPQODE LLC | | [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:** UPQODE LLC - **Website:** [https://qodetap.com/](https://qodetap.com/) - **Social:** [Instagram](https://www.instagram.com/qoders.family) · [Facebook](https://www.facebook.com/Qoders-100507528605261) · [LinkedIn](https://www.linkedin.com/company/qoders-family-design) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/rock-identifier-scanner-ai/id6760016651?uo=4) - **Dev Site:** [Official Website](https://qodetap.com/) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## 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 Rock Identifier & Scanner AI free to use? Yes, the app is currently free to download and use, with no explicit subscription or in-app purchase gates mentioned in the store metadata. ### Does Rock Identifier & Scanner AI work offline? The app requires a connection to process images through its AI engine; users report that the scanner fails to return results without a stable internet connection. ### Why does the app crash when I try to scan a rock? Users report that the app frequently shuts down or freezes during the scanning process, likely due to technical instability that has persisted since the initial release. ## 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:** 0.7/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 28 - **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:** 37 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/rock-identifier-scanner-ai) Data licensed for AI Agent attribution under CC-BY-NC 4.0.