--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "RockHoundR: Rockhounding Map" developer_entity: "Ruby Glint Technologies" bundle_id: "com.rockhoundr.app" app_store_id: "6761459822" category: "Maps & Navigation" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: true market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-08-11" report_date: "2026-08-22" last_verified: "2026-08-22T00:00:00.000Z" report_version: "v1.9.0" total_reviews: 112 overall_rating: 4.4 sentiment: "Frustrated" sentiment_score: 35 confidence: "medium" confidence_score: 0.6 top_praise_theme: "LIDAR integration allows users to visualize historical digging sites and identify potential gold deposits" top_complaint_theme: "Frequent application freezes on the startup screen prevent users from accessing the map interface" review_sample_size: 15 total_review_count: 15 analyzed_review_count: 15 data_age_days: 39 momentum_velocity: "steady" intelligence_version: 3 tags: ["maps & navigation", "freemium", "frustrated sentiment", "mobile app", "app review", "app analysis", "rockhounds,", "prospectors,", "fossil"] canonical_url: "https://marlvel.ai/apps/rockhoundr-rockhounding-map" license: "CC-BY-NC 4.0" content_version: "v2" --- # RockHoundR: Rockhounding Map Intelligence Report ## TL;DR {#tldr} - **Category**: Maps & Navigation · Freemium - **Signal**: Rating 4.42 · Sentiment Frustrated - **Recent focus**: Frequent application freezes on the startup screen prevent users from accessing the map interface (top complaint) · LIDAR integration allows users to visualize historical digging sites and identify potential gold deposits (top praise) > **TL;DR:** RockHoundR: Rockhounding Map is a maps & navigation app by Ruby Glint Technologies, rated 4.42/5 by 112 users, with Frustrated user sentiment (35/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** RockHoundR: Rockhounding Map faces Frustrated user sentiment (4.42/5 from 112 reviews), with users reporting frequent application freezes on the startup screen prevent users from accessing the map interface as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.42/5 (112 reviews) | | **User Mood** | Frustrated | | **Category** | Maps & Navigation | | **Developer** | Ruby Glint Technologies | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.6/1.0) | | **Data Age** | 39d | ## Metadata & Market Performance - **Publisher:** Ruby Glint Technologies - **Category:** Maps & Navigation - **Target Audience:** Rockhounds, prospectors, fossil hunters, and geology students requiring field-planning tools and land-access verification. - **Platforms:** iOS & Android - **Version Reviewed:** v1.9.0 - **Report Date:** 2026-08-22 - **Signal Count:** 15 reviews analyzed - **Confidence:** Medium (0.6/1.0) - **App Store ID (iOS):** 6761459822 - **Bundle ID:** com.rockhoundr.app - **Google Play ID:** com.rockhoundr.app - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-08-22 - **Short Description:** Find rockhounding locations on a map. Discover rocks, gems & minerals. ## Executive Snapshot **What it is:** RockHoundR is a specialized mapping tool for rockhounds and prospectors to locate mineral sites and verify land-access status on iOS and Android. **Why users hire it:** Enthusiasts use the app to replace manual land-boundary research and paper maps, removing the cognitive cost of verifying legal collecting status before field trips. ## App DNA (Features & Intent) - **[Differentiator] Land Access Overlays:** Interactive map layers displaying BLM, National Forest, and National Park boundaries to verify legal collecting status. - **[Differentiator] LIDAR Integration:** Visualization of historical digging sites and potential gold deposits. - **[Standard] Offline Maps:** Downloadable map regions for navigation in areas without cellular service. * *User Intent:* Users want uninterrupted access without internet dependency. ## Market Position {#market-position} RockHoundR holds a #46 Grossing position in the US Maps & Navigation category, though its #108 Free rank indicates lower discovery velocity compared to its monetization performance. The gap between free-tier expectations and the Pro-subscription gate drives the primary churn risk identified in recent reviews. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with map access and basic logging, Pro subscription with offline maps, 3D terrain, and premium layers - **Analysis:** The freemium model utilizes a 7-day free trial on the yearly Pro plan to lower the barrier for accessing premium map features. ## 🔴 User Sentiment (Medium Confidence: 15 of 15 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.42/5 - **Platform Split:** iOS 4.3/5 (57 ratings) | Android 4.5/5 (55 ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.42/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **LIDAR integration allows users to visualize historical digging sites and identify potential gold deposits** - **Detailed location data including latitude and longitude coordinates helps enthusiasts find specific rockhounding spots** ### Top Complaints (Impact Areas) - **Frequent application freezes on the startup screen prevent users from accessing the map interface** ## SWOT Analysis {#swot} **Core Strengths:** - Land-access overlays provide a defensible barrier by centralizing legal collecting data **Growth Levers:** - Localized data expansion in regions currently reported as empty could capture enthusiast segments ## Recent Changes (v2 → v3) {#recent-changes} RockHoundR's competitive profile now incorporates specific store-ranking data, revealing a significant gap between monetization performance and organic discovery. While the development cadence remains steady, the outlook has shifted to mixed as the app balances active feature iteration against persistent churn risks. **Overall trend**: Mixed **Compared at**: 2026-08-22 ### High-impact changes - **[Added] Store Performance Metrics** (positioning) ### Medium-impact changes - **[Shifted] Threat Profile Refinement** (swot) - **[Shifted] Outlook Trend** (positioning) ## What's New - **Latest (vv1.9.0, 1 weeks ago):** Routine maintenance release focused on performance optimization and bug resolution. - **Last Major (v1.9.0, 1 weeks ago):** Introduced Stamp Book sharing, color-coded historic record spots, and direct deep-linking for spots, finds, and profiles. ## App Momentum (Steady) {#momentum} - Ships updates every 10 days. - Shipped Stamp Book sharing feature. > **Cadence:** 2 total versions · 1 majors in last 6 months · 10 days since last update · 1 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} RockHoundR: Rockhounding Map is a maps & navigation app that is free with in-app purchases. With a 4.42/5 rating from 112 reviews, it draws more critical themes in recent reviews than its store average suggests. > **Bottom Line:** Addressing the startup freezes is the priority, as technical instability currently nullifies the value of the land-access overlays. Resolving this would stabilize the user base and allow the team to focus on expanding map data to address the empty-region complaints. **Best for:** Rockhounds, prospectors, fossil hunters, and geology students requiring field-planning tools and land-access verification. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit startup sequence because frequent freezes on the logo screen are the #1 churn risk → improve retention ### Outlook: Mixed Users report: The niche mapping market is consolidating around tools that provide high-fidelity land-access data, leaving RockHoundR exposed if technical instability persists. A shift toward transparent pricing and improved startup reliability will determine if the app can retain its current user base against emerging competitors. - 🔴 Frequent startup freezes on the initial logo screen erode the daily active habit, which compounds the rating drag already visible on Android. - 🟢 The 10-day update cadence demonstrates active feature investment, which provides a foundation for addressing the current stability and data-transparency complaints. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.42/5 | | Total Reviews | 112 | | Sentiment | Frustrated (35/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **RockHoundR: Rockhounding Map** (this app) | 4.42/5 | Frustrated | Ruby Glint Technologies | | [พิทักษ์ไพร](https://marlvel.ai/apps/th-go-forest-change) | 4.0/5 | N/A | Royal Forest Department | | [1820 - Pigios keliones mieste](https://marlvel.ai/apps/passfr-taxi) | 4.3/5 | N/A | TaxiAdmin | | [ABB Mezarlık Bilgi Sistemi](https://marlvel.ai/apps/tr-bel-ankara-mezarlik) | 3.2/5 | N/A | Ankara Büyükşehir Belediye Başkanlığı | | [ACCIONA - Car Charging](https://marlvel.ai/apps/acciona-ev-recharge) | 5.0/5 | n/a | Acciona Energía | | [ADAC Drive: Tanken Laden Route](https://marlvel.ai/apps/com-ptvag-android-adacgasprices) | 3.5/5 | N/A | Allgemeiner Deutscher Automobil-Club e.V. (ADAC) | ## Company Profile - **Developer:** Ruby Glint Technologies - **Website:** [https://rockhoundr.com](https://rockhoundr.com) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/rockhoundr-rockhounding-map/id6761459822?uo=2) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.rockhoundr.app&hl=en&gl=us) - **Dev Site:** [Official Website](https://rockhoundr.com) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*พิทักษ์ไพร*](https://marlvel.ai/apps/th-go-forest-change) (Royal Forest Department) · 4.0/5 Rating - [*1820 - Pigios keliones mieste*](https://marlvel.ai/apps/passfr-taxi) (TaxiAdmin) · 4.3/5 Rating - [*ABB Mezarlık Bilgi Sistemi*](https://marlvel.ai/apps/tr-bel-ankara-mezarlik) (Ankara Büyükşehir Belediye Başkanlığı) · 3.2/5 Rating - [*ACCIONA - Car Charging*](https://marlvel.ai/apps/acciona-ev-recharge) (Acciona Energía) · 5.0/5 Rating - [*ADAC Drive: Tanken Laden Route*](https://marlvel.ai/apps/com-ptvag-android-adacgasprices) (Allgemeiner Deutscher Automobil-Club e.V. (ADAC)) · 3.5/5 Rating - [*Allstar: Fuel & EV Charging*](https://marlvel.ai/apps/allstar-fuel-ev-charging) (Allstar Business Solutions Ltd) · N/A Rating - [*AmpGO 電動車充電地圖：充電站 充電漫遊 特斯拉電動汽車*](https://marlvel.ai/apps/com-denden-dendenapp) (DenDen Inc.) · 4.5/5 Rating - [*Aparcados – Parking App*](https://marlvel.ai/apps/aparcados-parking-app) (APK Gestión de Aparcamientos) · 3.9/5 Rating - [*Application & GPS touristique*](https://marlvel.ai/apps/application-gps-touristique) (68°) · N/A Rating | Positive Sentiment - [*AppyParking+ Plan, Park & Pay*](https://marlvel.ai/apps/appyparking-plan-park-pay-1) (AppyWay) · 4.0/5 Rating ## Frequently Asked Questions {#faq} ### Is RockHoundR free to use? RockHoundR offers a free tier with basic map access and logging, but advanced features like offline maps and 3D terrain require a Pro subscription. ### Does RockHoundR work without internet? Yes, the app supports offline map downloads, allowing users to navigate in areas without cellular service. ### Is RockHoundR safe for finding gold? The app provides LIDAR integration to help identify potential gold deposits and historical digging sites, but users should always verify local land-access rules within the app before collecting. ## 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:** 15 - **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:** 39 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/rockhoundr-rockhounding-map) Data licensed for AI Agent attribution under CC-BY-NC 4.0.