--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Mobile Number Location Finder" developer_entity: "parth dabhi" bundle_id: "app.mobile.phone.number.call.location.tracker" app_store_id: "1317516530" category: "Utilities" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2018-04-03" report_date: "2026-08-05" last_verified: "2026-08-05T00:00:00.000Z" report_version: "1.2" total_reviews: 1180 overall_rating: 4 sentiment: "Frustrated" sentiment_score: 35 confidence: "medium" confidence_score: 0.45 top_praise_theme: "Real-time tracking and ghost mode features provide users with a sense of security and control" top_complaint_theme: "Users report the app fails to provide accurate real-time location data for phone numbers" review_sample_size: 49 total_review_count: 49 analyzed_review_count: 49 data_age_days: 11 momentum_velocity: "zombie" intelligence_version: 3 tags: ["utilities", "free", "frustrated sentiment", "mobile app", "app review", "app analysis", "users", "seeking", "identify"] canonical_url: "https://marlvel.ai/apps/mobile-number-location-finder" license: "CC-BY-NC 4.0" content_version: "v2" --- # Mobile Number Location Finder Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Free - **Signal**: Rating 4 · Sentiment Frustrated - **Recent focus**: Users report the app fails to provide accurate real-time location data for phone numbers (top complaint) · Real-time tracking and ghost mode features provide users with a sense of security and control (top praise) > **TL;DR:** Mobile Number Location Finder is a utilities app by parth dabhi, rated 4/5 by 1.2K users, with Frustrated user sentiment (35/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Mobile Number Location Finder faces Frustrated user sentiment (4/5 from 1.2K reviews), with users reporting users report the app fails to provide accurate real-time location data for phone numbers as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4/5 (1.2K reviews) | | **User Mood** | Frustrated | | **Category** | Utilities | | **Developer** | parth dabhi | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 11d | ## Metadata & Market Performance - **Publisher:** parth dabhi - **Category:** Utilities - **Target Audience:** Users seeking to identify unknown callers and verify geographic origins of phone numbers. - **Platforms:** iOS - **Version Reviewed:** 1.2 - **Report Date:** 2026-08-05 - **Signal Count:** 49 reviews analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 1317516530 - **Bundle ID:** app.mobile.phone.number.call.location.tracker - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-05 ## Executive Snapshot **What it is:** Mobile Number Location Finder is a utility app for identifying the geographic origin of international phone numbers on iOS. **Why users hire it:** The app serves users who need to verify unknown callers, though its reliance on outdated database information and lack of updates limits its effectiveness compared to modern OS-native solutions. ## App DNA (Features & Intent) - **[Standard] Global Number Lookup:** Database search for mobile, landline, toll-free, and fax numbers across 20+ countries. * *User Intent:* Users want to quickly find relevant content or features. - **[Differentiator] Call Blocker:** Identifies and filters incoming calls to protect users from spam. * *User Intent:* Users want to quickly find relevant content or features. - **[Standard] T9 Quick Dial Search:** Predictive text input for searching contacts and call logs. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} Mobile Number Location Finder occupies a legacy utility niche with a 3.99 rating across 1,180 total ratings. The lack of updates for over 3,000 days signals a complete abandonment of the product, preventing it from competing with modern, OS-integrated alternatives. ## Monetization Strategy - **Model:** Free - **Tiers:** Free to download and use - **Analysis:** The app operates as a free, ad-supported utility, though reviews describe aggressive pay-to-access gates for basic features. ## 🔴 User Sentiment (Medium Confidence: 49 of 49 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4/5 - **Platform Split:** iOS 4.0/5 (1.2K ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **Real-time tracking and ghost mode features provide users with a sense of security and control** ### Top Complaints (Impact Areas) - **Users report the app fails to provide accurate real-time location data for phone numbers** ## SWOT Analysis {#swot} **Core Strengths:** - Global database coverage across 20+ countries - T9 predictive search integration **Growth Levers:** - Transition to a transparent one-time purchase model - Integration of modern API-based location services ## Recent Changes (v2 → v3) {#recent-changes} The analysis of the app's business model and strategic potential has evolved, shifting from a focus on technical obsolescence to identifying the app's database as a potential asset and highlighting aggressive monetization friction. **Overall trend**: Stable **Compared at**: 2026-08-05 ### Medium-impact changes - **[Shifted] Monetization friction identified** (pricing) - **[Shifted] Strategic opportunities updated** (swot) - **[Shifted] Contrarian take pivot** (positioning) ## What's New - **Latest (v1.2, 8 years ago):** Maintenance update focused on stability, minor bug fixes, and performance optimization. ## App Momentum (Zombie) {#momentum} - No updates for over 3,000 days. - Dormant development since April 2018. > **Cadence:** 1 total versions · 0 majors in last 6 months · 3045 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Mobile Number Location Finder is an utilities app that is completely free. With a 4/5 rating from 1.2K reviews, it faces significant user friction. > **Bottom Line:** Mobile Number Location Finder is a legacy product that no longer meets modern utility standards, and its abandonment since 2018 makes it a candidate for sunsetting rather than investment. **Best for:** Users seeking to identify unknown callers and verify geographic origins of phone numbers. ### PM Action Plan (Next Best Moves) - [ ] [SUNSET] Sunset the application because the eight-year update gap makes technical recovery unfeasible → stop brand erosion ### Outlook: Declining The market for standalone number-lookup utilities is consolidating around OS-integrated solutions that offer higher accuracy and better privacy. Mobile Number Location Finder is poorly positioned to survive this shift, as its lack of maintenance and inaccurate data will continue to drive negative sentiment and user abandonment. - 🔴 The eight-year update gap prevents the app from functioning on modern iOS versions, leading to permanent user churn. - 🔴 OS-native caller ID features are rapidly replacing standalone utility apps, removing the core value proposition for Mobile Number Location Finder. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4/5 | | Total Reviews | 1.2K | | Sentiment | Frustrated (35/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Mobile Number Location Finder** (this app) | 4/5 | Frustrated | parth dabhi | | [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:** parth dabhi ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/mobile-number-location-finder/id1317516530?uo=4) - **Sources:** App store metadata, User reviews. ## 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 ## Frequently Asked Questions {#faq} ### Is Mobile Number Location Finder accurate for real-time tracking? No, users report that the app only provides city-level origin information rather than accurate real-time location data. ### Does Mobile Number Location Finder require payment to use? While the app is free to download, reviewers describe aggressive prompts to pay for features that should be included in the base utility. ### What is a better alternative to Mobile Number Location Finder? Most users should rely on the built-in caller ID and spam protection features provided natively by iOS and Android, which are more accurate and privacy-focused. ## 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:** 0.45/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 49 - **Data Sources:** user reviews, 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:** 11 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/mobile-number-location-finder) Data licensed for AI Agent attribution under CC-BY-NC 4.0.