## ⚠ Content Warning This report covers topics classified as sensitive (finance). Information is aggregated from public sources for informational purposes only. This is not financial or investment advice. Always do your own research. --- last_verified: "2026-05-19T19:08:39.193Z" --- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Collector’s Helper - Coin Lens" developer_entity: "Mor Tosbaa Mobile" bundle_id: "com.coincollection.coinscanneridentifierapp24" category: "Finance" primary_platform: "android" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "Android" app_last_updated: "2026-05-08" report_date: "2026-05-19" last_verified: "2026-05-19" report_version: "1.13.0" total_reviews: 1133 overall_rating: 4.21 confidence: "low" confidence_score: 0.05 data_age_days: 0 intelligence_version: 2 tags: ["finance", "free", "mobile app", "app review", "app analysis", "intended", "collectors", "numismatic"] canonical_url: "https://marlvel.ai/intel-report/finance/com-coincollection-coinscanneridentifierapp24" license: "CC-BY-NC 4.0" content_version: "v2" --- # Collector’s Helper - Coin Lens App Audit ## TL;DR {#tldr} - **Category**: Finance · Free - **Signal**: Rating 4.21 > **TL;DR:** Collector’s Helper - Coin Lens is a finance app by Mor Tosbaa Mobile, rated 4.21/5 by 1.1K users, available on Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Collector’s Helper - Coin Lens is a finance app by Mor Tosbaa Mobile. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.21/5 (1.1K reviews) | | **Category** | Finance | | **Developer** | Mor Tosbaa Mobile | | **Pricing** | Free | | **Platforms** | Android | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Mor Tosbaa Mobile - **Category:** Finance - **Target Audience:** The app is intended for coin collectors and numismatic enthusiasts seeking tools for identification and currency tracking. - **Platforms:** Android - **Version Audited:** 1.13.0 - **Audit Date:** 2026-05-19 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **Google Play ID:** com.coincollection.coinscanneridentifierapp24 - **Data Window:** Analysis based on signals collected up to 2026-05-19 - **Short Description:** Identify, and learn about coins worldwide with the ultimate coin app! ## Executive Snapshot Collector’s Helper - Coin Lens is a numismatic utility designed to assist users in identifying and managing coin collections. The app leverages image recognition and sensor technology to provide identification and detection capabilities alongside integrated currency conversion tools. ## App DNA (Features & Intent) - **[Standard] Coin Identifier:** Uses image recognition to identify coins by their country, value, and year. - **[Standard] Coin Detector:** Utilizes sensor technology to assist users in locating metal coins. - **[Standard] Currency Converter:** Provides real-time exchange rate conversions for international currencies. * *User Intent:* Users seek enhanced value through premium features. ## Monetization Strategy - **Model:** Free ## The "So What?" (Strategic Takeaway) {#so-what} Collector’s Helper - Coin Lens is an established finance app that is completely free. With a 4.21/5 rating from 1.1K reviews, it shows polarized user reception. > **Bottom Line:** This app functions as a multi-tool for coin hobbyists, combining physical identification features with digital financial conversion utilities. **Best for:** The app is intended for coin collectors and numismatic enthusiasts seeking tools for identification and currency tracking. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.21/5 | | Total Reviews | 1.1K | | Confidence | Low | | Pricing Model | Free | | Platforms | Android | | Key Features | 3 analyzed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Collector’s Helper - Coin Lens** (this app) | 4.21/5 | N/A | Mor Tosbaa Mobile | | [Polymarket](https://marlvel.ai/intel-report/finance/polymarket) | 3.3/5 | Upset | Polymarket | | [Fidelity Investments](https://marlvel.ai/intel-report/finance/fidelity-investments) | 4.5/5 | Frustrated | Fidelity Investments | | [Kalshi: Trade News & Sports](https://marlvel.ai/intel-report/finance/kalshi-trade-news-sports) | 4.7/5 | Excited | KalshiEX LLC | | [Webull: Investing & Trading](https://marlvel.ai/intel-report/finance/webull-investing-trading) | 4.6/5 | N/A | Webull Technologies Pte. Ltd. | | [TurboTax: File Your Tax Return](https://marlvel.ai/intel-report/finance/com-intuit-turbotax) | 4.3/5 | Upset | Intuit Inc. | ## Company Profile - **Developer:** Mor Tosbaa Mobile - **Website:** [https://coinlens.appwest.co.uk/](https://coinlens.appwest.co.uk/) ## Data Sources & Links - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.coincollection.coinscanneridentifierapp24) - **Dev Site:** [Official Website](https://coinlens.appwest.co.uk/) - **Sources:** App store metadata. ## Related Intel Reports - [*Polymarket*](https://marlvel.ai/intel-report/finance/polymarket) (Polymarket) — 3.3/5 Rating | Terrible Sentiment - [*Fidelity Investments*](https://marlvel.ai/intel-report/finance/fidelity-investments) (Fidelity Investments) — 4.5/5 Rating | Negative Sentiment - [*Kalshi: Trade News & Sports*](https://marlvel.ai/intel-report/finance/kalshi-trade-news-sports) (KalshiEX LLC) — 4.7/5 Rating | Positive Sentiment - [*Webull: Investing & Trading*](https://marlvel.ai/intel-report/finance/webull-investing-trading) (Webull Technologies Pte. Ltd.) — 4.6/5 Rating | N/A Sentiment - [*TurboTax: File Your Tax Return*](https://marlvel.ai/intel-report/finance/com-intuit-turbotax) (Intuit Inc.) — 4.3/5 Rating | Terrible Sentiment - [*hurdlr*](https://marlvel.ai/intel-report/finance/hurdlr) (Reuben Omolu) — 4.3/5 Rating | N/A Sentiment - [*365-day savings plan-Easy Goal*](https://marlvel.ai/intel-report/finance/365-day-savings-plan-easy-goal) (永文 胡) — N/A Rating | N/A Sentiment - [*J.P. Morgan Mobile*](https://marlvel.ai/intel-report/finance/j-p-morgan-mobile) (JPMorgan Chase & Co.) — 4.5/5 Rating | N/A Sentiment - [*rapid! Pay*](https://marlvel.ai/intel-report/finance/rapid-pay) (Green Dot Corporation) — 4.4/5 Rating | N/A Sentiment - [*Shoes Clothing Store Master HD*](https://marlvel.ai/intel-report/finance/shoes-clothing-store-master-hd) (永文 胡) — N/A 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:** 0.05/1.0 (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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/finance/com-coincollection-coinscanneridentifierapp24) Data licensed for AI Agent attribution under CC-BY-NC 4.0.