--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Mobile Number Location Pro" developer_entity: "Loopbots Technology" bundle_id: "com.pragma.offshore.Mobile-Tracker-Pro" app_store_id: "996473985" category: "Utilities" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-05-05" report_date: "2026-08-06" last_verified: "2026-08-06T00:00:00.000Z" report_version: "4.10" total_reviews: 77 overall_rating: 3 confidence: "low" confidence_score: 0.2 data_age_days: 10 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["utilities", "free", "mobile app", "app review", "app analysis", "users", "needing", "identify"] canonical_url: "https://marlvel.ai/apps/mobile-number-location-pro" license: "CC-BY-NC 4.0" content_version: "v2" --- # Mobile Number Location Pro Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Free - **Signal**: Rating 3.01 > **TL;DR:** Mobile Number Location Pro is a utilities app by Loopbots Technology, rated 3.01/5 by 77 users, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Mobile Number Location Pro is a utilities app by Loopbots Technology. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.01/5 (77 reviews) | | **Category** | Utilities | | **Developer** | Loopbots Technology | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.2/1.0) | | **Data Age** | 10d | ## Metadata & Market Performance - **Publisher:** Loopbots Technology - **Category:** Utilities - **Target Audience:** Users needing to identify unknown callers or verify geographic and operator details for international and domestic phone numbers. - **Platforms:** iOS - **Version Reviewed:** 4.10 - **Report Date:** 2026-08-06 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.2/1.0) - **App Store ID (iOS):** 996473985 - **Bundle ID:** com.pragma.offshore.Mobile-Tracker-Pro - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-06 ## Executive Snapshot **What it is:** Mobile Number Location Pro is a utility app for identifying telecom operator, country, and region details for phone numbers globally. **Why users hire it:** Users hire this app to verify unknown callers and geographic origins, serving as a quick-reference tool for international and domestic numbers. ## App DNA (Features & Intent) - **[Standard] Global Number Lookup:** Identifies telecom operator, country, state, and city for numbers across 200+ countries. Broad geographic coverage drives high-volume search traffic, expanding ad-impression inventory. * *User Intent:* Users want to quickly find relevant content or features. - **[Differentiator] 3D Map Integration:** Displays telecom operator circle locations on Google Maps with full-screen view. Visual utility increases session duration, expanding ad-impression inventory. - **[Differentiator] UI Customization:** Allows users to modify app and font colors within the interface. Personalization increases user investment in the app interface, acting as a retention lever. * *User Intent:* Users value self-expression and personalized experiences. ## Market Position {#market-position} Mobile Number Location Pro holds a 3.0-star rating across 77 total reviews, reflecting a stagnant market position in the Utilities category. The lack of major updates in the last 6 months signals a defensive posture rather than an aggressive growth strategy. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to all features - **Analysis:** The app operates as a free utility, likely monetizing via ad inventory generated by high-frequency lookup sessions. ## SWOT Analysis {#swot} **Core Strengths:** - 200+ country coverage functions as a broad-funnel acquisition mechanism. - UI personalization increases user investment in the interface. - 3D map integration extends session duration via visual utility. **Growth Levers:** - Education partnerships could provide a stable B2B distribution channel. - Wearable integration remains an untapped utility surface. ## Recent Changes (v2 → v3) {#recent-changes} The app remains in a maintenance-mode state with no new features or pricing changes, though the competitive threat assessment has become more specific regarding competitor update cycles. **Overall trend**: Declining **Compared at**: 2026-08-06 ### High-impact changes - **[Declined] Rating Adjustment** (sentiment) ### Medium-impact changes - **[Shifted] Threat Assessment** (swot) - **[Shifted] Strategic Outlook** (positioning) ## What's New - **Latest (v4.10, 3 months ago):** Improved lookup speed, expanded global number coverage, and general performance optimizations. ## App Momentum (Maintenance) {#momentum} - Ships minor performance updates quarterly. - No major feature releases recently. > **Cadence:** 1 total versions · 0 majors in last 6 months · 92 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Mobile Number Location Pro is an utilities app that is completely free. It holds a 3.01/5 rating from 77 reviews. > **Bottom Line:** Mobile Number Location Pro relies on broad geographic coverage to drive ad impressions, but the stagnant update cadence and low rating suggest the product is failing to retain its user base, so the team must prioritize lookup accuracy to stabilize the rating before further ad-revenue compression occurs. **Best for:** Users needing to identify unknown callers or verify geographic and operator details for international and domestic phone numbers. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit lookup accuracy because 3.0-star rating indicates core utility failure → stabilize rating ### Outlook: Declining Users report: The utility market is consolidating around apps with higher update frequencies and better data accuracy, leaving Mobile Number Location Pro exposed. Without a shift toward active feature investment, the app will likely see continued rating erosion and declining ad-revenue potential as users migrate to more reliable alternatives. - 🔴 The 3.0-star rating indicates that core lookup accuracy is failing to meet user expectations, which accelerates churn to more reliable utility competitors. - ⚪ The lack of major feature updates in the last 6 months suggests the product is in maintenance mode, limiting its ability to capture new market share. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.01/5 | | Total Reviews | 77 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Mobile Number Location Pro** (this app) | 3.01/5 | N/A | Loopbots Technology | | [avoVPN Desktop](https://marlvel.ai/apps/avovpn-desktop) | N/A/5 | N/A | Avocado VPN Technologies | | [Free VPN by Free VPN .org™](https://marlvel.ai/apps/free-vpn-by-free-vpn-org) | 4.5/5 | Mixed | Free VPN LLC | | [Fusvob VPN : Super VPN 2026](https://marlvel.ai/apps/com-toplinkc-foxexcellent) | 4.4/5 | Mixed | Fuxin Technology | | [Potatso](https://marlvel.ai/apps/potatso) | 4.4/5 | n/a | Potatso Lab LTD | | [Quantumult X](https://marlvel.ai/apps/quantumult-x) | 3.8/5 | N/A | Cross Utility Ltd | ## Company Profile - **Developer:** Loopbots Technology - **Website:** [https://loopbots.com](https://loopbots.com) - **Social:** [Instagram](https://instagram.com/loopbots) · [Facebook](https://facebook.com/loopbots) · [X/Twitter](https://twitter.com/loopbots) · [LinkedIn](https://www.linkedin.com/company/loopbots) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/mobile-number-location-pro/id996473985?uo=4) - **Dev Site:** [Official Website](https://loopbots.com) - **Sources:** Developer website content, App store metadata. ## Related Intel Reports - [*avoVPN Desktop*](https://marlvel.ai/apps/avovpn-desktop) (Avocado VPN Technologies) · N/A Rating - [*Free VPN by Free VPN .org™*](https://marlvel.ai/apps/free-vpn-by-free-vpn-org) (Free VPN LLC) · 4.5/5 Rating - [*Fusvob VPN : Super VPN 2026*](https://marlvel.ai/apps/com-toplinkc-foxexcellent) (Fuxin Technology) · 4.4/5 Rating - [*Potatso*](https://marlvel.ai/apps/potatso) (Potatso Lab LTD) · 4.4/5 Rating - [*Quantumult X*](https://marlvel.ai/apps/quantumult-x) (Cross Utility Ltd) · 3.8/5 Rating - [*V2Box - V2ray Client*](https://marlvel.ai/apps/v2box-v2ray-client) (techlaim) · 4.6/5 Rating - [*카톡 분석 - 오픈채팅, 카톡 채팅 분석, 통계, 검색*](https://marlvel.ai/apps/com-liger-katalkanalysispaid) (Park Sung Cheol) · N/A Rating - [*로또 황금번호 생성기*](https://marlvel.ai/apps/lotto-lottogold) (jaehwan lee) · N/A Rating - [*도사폰 (만세력 역학도구)*](https://marlvel.ai/apps/app--656) (Softchaser Company Limited) · 5.0/5 Rating - [*근로자 공수달력*](https://marlvel.ai/apps/jaehwan-worktracer) (jaehwan lee) · N/A Rating ## 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:** 0.2/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 10 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/mobile-number-location-pro) Data licensed for AI Agent attribution under CC-BY-NC 4.0.