## ⚠ Content Warning This report covers topics classified as sensitive (weapons). Information is aggregated from public sources for informational purposes only. Information is provided for context only and is not professional advice. --- last_verified: "2026-05-21T03:56:44.859Z" --- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "GUNTRACK" developer_entity: "INLANDLIGHT LLC" bundle_id: "com.guntrack.guntrack" app_store_id: "1436894227" google_play_id: "com.guntrack.app" category: "Utilities" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2025-12-12" report_date: "2026-05-21" last_verified: "2026-05-21" report_version: "2.0.26" total_reviews: 268 overall_rating: 4.18 sentiment: "Mixed" sentiment_score: 65 confidence: "medium" confidence_score: 0.8 top_praise_theme: "Data security and encryption" top_complaint_theme: "Manual entry friction" top_request_theme: "Automated data ingestion" review_sample_size: 268 data_age_days: 0 momentum_velocity: "maintenance" intelligence_version: 4 competitor_count: 6 tags: ["utilities", "freemium", "mixed sentiment", "mobile app", "app review", "app analysis", "firearm", "owners", "enthusiasts"] canonical_url: "https://marlvel.ai/intel-report/utilities/guntrack" license: "CC-BY-NC 4.0" content_version: "v2" --- # GUNTRACK App Audit ## TL;DR {#tldr} - **Category**: Utilities · Freemium - **Signal**: Rating 4.18 · Sentiment Mixed - **Recent focus**: Manual entry friction (top complaint) · Data security and encryption (top praise) · Automated data ingestion (top request) > **TL;DR:** GUNTRACK is a utilities app by INLANDLIGHT LLC, rated 4.18/5 by 268 users, with Mixed user sentiment (65/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** GUNTRACK shows Mixed sentiment (4.18/5 from 268 reviews) — users praise data security and encryption but report issues with manual entry friction. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.18/5 (268 reviews) | | **User Mood** | Mixed | | **Category** | Utilities | | **Developer** | INLANDLIGHT LLC | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.8/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** INLANDLIGHT LLC - **Category:** Utilities - **Target Audience:** Firearm owners and enthusiasts seeking a secure, organized method to track inventory, maintenance history, and investment value. - **Platforms:** iOS & Android - **Version Audited:** 2.0.26 - **Audit Date:** 2026-05-21 - **Signal Count:** 268 reviews analyzed - **Confidence:** Medium (0.8/1.0) - **App Store ID (iOS):** 1436894227 - **Bundle ID:** com.guntrack.guntrack - **Google Play ID:** com.guntrack.app - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-05-21 ## Executive Snapshot **What it is:** GUNTRACK is a mobile utility for tracking firearm inventory, maintenance, and investment value on iOS and Android. **Why users hire it:** Users hire the app to maintain a secure, audit-ready record of their collection for insurance and maintenance purposes, replacing handwritten or fragmented digital notes. ## App DNA (Features & Intent) - **[Standard] Firearm Inventory Management:** Centralized database for tracking serial numbers, receipts, and accessory lists for multiple firearms * *User Intent:* Users want visibility into their own performance and progress. - **[Differentiator] Maintenance and Activity Logging:** Time-stamped logs for cleaning, oiling, zeroing, and shooting activities attached to specific firearm records * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Investment and Ammo Tracking:** Real-time calculation of total investment value and current ammunition counts per firearm * *User Intent:* Users want visibility into their own performance and progress. ## Market Position {#market-position} GUNTRACK occupies a niche utility space for firearm record-keeping, maintaining a 4.16 average rating across 268 reviews. The lack of automated entry features relative to broader logging utilities limits its growth beyond the core enthusiast segment. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free Mobile App Edition, Paid annual subscription for Software Edition, Paid monthly or annual subscription for Web Edition - **Analysis:** Freemium model uses the mobile app as a free acquisition channel to upsell users into paid Web and Software editions. ## 🟡 User Sentiment (Medium Confidence: 268 reviews) {#user-sentiment} - **Overall Rating:** 4.18/5 - **Platform Split:** iOS 4.3/5 (147 ratings) | Android 4.0/5 (121 ratings) - **Overall Sentiment:** Mixed ### Top Praises - **Data security and encryption** ### Top Complaints (Impact Areas) - **Manual entry friction** ### Top Requests (What Users Want) - **Automated data ingestion** ## SWOT Analysis {#swot} **Core Strengths:** - 256-bit encryption provides a trust-based barrier for sensitive data - Cloud synchronization ensures data recovery during physical loss **Critical Frictions:** - Manual data entry requirement creates high friction - No automated receipt scanning or wearable integration - 0.25★ rating gap between iOS and Android platforms **Growth Levers:** - B2B partnerships with insurance providers for verified audit logs - Automated receipt ingestion via OCR to reduce manual entry **Market Threats:** - Competitors with proactive alert systems siphoning users - Tightening data privacy regulations impacting cloud-based storage ## Recent Changes (v3 → v4) {#recent-changes} The product transitioned to a mixed sentiment profile due to manual entry friction, while the competitive landscape expanded to include several niche logging utilities. **Overall trend**: Mixed **Compared at**: 2026-05-21 ### High-impact changes - **[Declined] Sentiment Score and Rating** (sentiment) — Sentiment score dropped from 75 to 65, and the rating shifted from 4.17 to 4.16 across an increased review count of 100 to 268. - **[Shifted] Executive Summary Narrative** (positioning) — Positioning moved from a 'security-first' niche tool to an 'audit-ready' utility, highlighting manual entry friction as a primary churn risk. ### Medium-impact changes - **[Added] SWOT Analysis Updates** (swot) — Added B2B insurance partnerships and OCR receipt scanning as opportunities; identified proactive alert systems as a new competitive threat. - **[Added] New Complaint Theme** (sentiment) — Manual entry friction emerged as a top complaint, replacing the previous focus on Android-specific stability regressions. ## What's New - **Latest (v2.0.26, 1 years ago):** Fixed a bug preventing record creation when ammo is empty. - **Last Major (v1.8.4, 5 years ago):** Added Accessory details page and additional note inputs for all firearms. ## App Momentum (Maintenance) {#momentum} - Ships maintenance and inventory logging updates. - Maintains cross-platform cloud synchronization. > **Cadence:** 5 total versions · 1 majors in last 6 months · 159 days since last update · 101 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} GUNTRACK is an established utilities app that is free with in-app purchases. With a 4.18/5 rating from 268 reviews, it shows polarized user reception. > **Bottom Line:** GUNTRACK secures firearm records through robust encryption, but the high manual-entry friction limits its utility as a daily tool, so the PM should prioritize automated receipt ingestion to improve retention. **Best for:** Firearm owners and enthusiasts seeking a secure, organized method to track inventory, maintenance history, and investment value. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] [HIGH IMPACT] Ship OCR receipt scanning because manual entry is the top complaint → reduce churn — *User reviews consistently flag manual data entry as the primary friction point.* _(trade-off: deprioritize Push the web-edition feature parity sprint to Q3 — mobile retention is the current priority.)_ - [ ] [MAINTAIN] [MEDIUM IMPACT] Audit Android UI to close the 0.25★ rating gap because platform parity is essential → stabilize rating — *The rating delta between iOS and Android indicates platform-specific UX regressions.* _(trade-off: deprioritize Same-quarter capacity available — no major lever displaced.)_ ### Feature Gaps vs Competitors - Proactive maintenance alerts (available in aquaPlanner) - Integrated data entry calculator (available in Game Score Tracker) ### Outlook: Stable The utility logging market is consolidating around apps that minimize user effort through automation. GUNTRACK remains stable but exposed, as competitors with proactive alerts and faster entry workflows will erode the user base unless the manual-entry barrier is addressed. - 🔴 Manual entry friction in the latest version limits daily active usage, which compounds the rating drag visible on Android. - 🟢 The secure cloud-sync architecture provides a defensible value proposition for insurance-focused users, keeping the retention base stable. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.18/5 | | Total Reviews | 268 | | Sentiment | Mixed (65/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **GUNTRACK** (this app) | 4.18/5 | Mixed | INLANDLIGHT LLC | | [TankLog: Aquascape](https://marlvel.ai/intel-report/utilities/tanklog-aquascape) | 5.0/5 | N/A | John Katez | | [aquaPlanner](https://marlvel.ai/intel-report/utilities/aquaplanner) | 3.3/5 | Mixed | Jose Weeks | | [Skorer - Your Score Tracker](https://marlvel.ai/intel-report/utilities/skorer-your-score-tracker) | 4.7/5 | Excited | Touseef Hassan Nasir | | [JassScore - Jass ScoreKeeper](https://marlvel.ai/intel-report/utilities/jassscore-jass-scorekeeper) | 4.3/5 | Mixed | Leon Ehrwein | | [Game Score Tracker](https://marlvel.ai/intel-report/utilities/game-score-tracker) | 4.7/5 | N/A | Andrew White | ## Company Profile - **Developer:** INLANDLIGHT LLC - **Website:** [https://www.guntrack.app](https://www.guntrack.app) - **Social:** [Instagram](https://www.instagram.com/guntrackapp) · [Facebook](https://facebook.com/guntrackapp) · [X/Twitter](https://twitter.com/guntrackapp) · [YouTube](https://www.youtube.com/watch) · [LinkedIn](https://www.linkedin.com/company/guntrack-llc) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/guntrack/id1436894227?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.guntrack.app&hl=en&gl=us) - **Dev Site:** [Official Website](https://www.guntrack.app) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*TankLog: Aquascape*](https://marlvel.ai/intel-report/utilities/tanklog-aquascape) (John Katez) — 5.0/5 Rating | N/A Sentiment - [*aquaPlanner*](https://marlvel.ai/intel-report/utilities/aquaplanner) (Jose Weeks) — 3.3/5 Rating | Mixed Sentiment - [*Skorer - Your Score Tracker*](https://marlvel.ai/intel-report/utilities/skorer-your-score-tracker) (Touseef Hassan Nasir) — 4.7/5 Rating | Positive Sentiment - [*JassScore - Jass ScoreKeeper*](https://marlvel.ai/intel-report/utilities/jassscore-jass-scorekeeper) (Leon Ehrwein) — 4.3/5 Rating | Mixed Sentiment - [*Game Score Tracker*](https://marlvel.ai/intel-report/utilities/game-score-tracker) (Andrew White) — 4.7/5 Rating | N/A Sentiment - [*Tally Go*](https://marlvel.ai/intel-report/games/tally-go) (ron myschuk) — N/A Rating | N/A Sentiment - [*V2Box - V2ray Client*](https://marlvel.ai/intel-report/utilities/v2box-v2ray-client) (techlaim) — 4.6/5 Rating | N/A Sentiment - [*Free VPN by Free VPN .org™*](https://marlvel.ai/intel-report/utilities/free-vpn-by-free-vpn-org) (Free VPN LLC) — 4.3/5 Rating | Mixed Sentiment - [*Potatso*](https://marlvel.ai/intel-report/utilities/potatso) (Potatso Lab LTD) — 4.4/5 Rating | Positive Sentiment - [*Quantumult X*](https://marlvel.ai/intel-report/utilities/quantumult-x) (Cross Utility Ltd) — 3.8/5 Rating | N/A Sentiment ## 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 and evidence quoting. 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:** 0.8/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 268 - **Data Sources:** user reviews, 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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/utilities/guntrack) Data licensed for AI Agent attribution under CC-BY-NC 4.0.