--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Store Finder: Find Nearby Food, Shopping & Grocery" developer_entity: "Michael Quach" bundle_id: "com.mqdp.location.storefinder" app_store_id: "327735179" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2017-06-04" report_date: "2026-05-23" last_verified: "2026-05-23T11:29:58.143Z" report_version: "2.0.1" total_reviews: 7 overall_rating: 3.57 sentiment: "Mixed" sentiment_score: 50 confidence: "low" confidence_score: 0.35 review_sample_size: 7 data_age_days: 40 momentum_velocity: "zombie" intelligence_version: 4 competitor_count: 6 tags: ["food & drink", "free", "mixed sentiment", "mobile app", "app review", "app analysis", "consumers", "seeking", "quick"] canonical_url: "https://marlvel.ai/apps/store-finder-find-nearby-food-shopping-grocery" license: "CC-BY-NC 4.0" content_version: "v2" --- # Store Finder: Find Nearby Food, Shopping & Grocery App Audit ## TL;DR {#tldr} - **Category**: Food & Drink · Free - **Signal**: Rating 3.57 · Sentiment Mixed > **TL;DR:** Store Finder: Find Nearby Food, Shopping & Grocery is a food & drink app by Michael Quach, rated 3.57/5 by 7 users, with Mixed user sentiment (50/100), available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Store Finder: Find Nearby Food, Shopping & Grocery has Mixed user sentiment with a 3.57/5 rating from 7 reviews. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.57/5 (7 reviews) | | **User Mood** | Mixed | | **Category** | Food & Drink | | **Developer** | Michael Quach | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.35/1.0) | | **Data Age** | 40d | ## Metadata & Market Performance - **Publisher:** Michael Quach - **Category:** Food & Drink - **Target Audience:** Consumers seeking quick contact information and location data for major national retail and food chains. - **Platforms:** iOS - **Version Audited:** 2.0.1 - **Audit Date:** 2026-05-23 - **Signal Count:** 7 reviews analyzed - **Confidence:** Low (0.35/1.0) - **App Store ID (iOS):** 327735179 - **Bundle ID:** com.mqdp.location.storefinder - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-05-23 ## Executive Snapshot **What it is:** Store Finder is a location-based directory app for iOS that provides addresses and contact information for major national retail and food chains. **Why users hire it:** Users hire this app for quick access to store contact details and location data, serving as a simplified alternative to general-purpose map search. ## App DNA (Features & Intent) - **[Basic] Location-based store search:** Identifies user coordinates to display nearby retail and food locations on a map * *User Intent:* Users want to quickly find relevant content or features. - **[Standard] Direct-dial integration:** Triggers phone calls to selected stores via a dedicated icon within the interface - **[Basic] Store directory:** Provides address, distance, and contact details for a pre-defined list of national retail chains * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Store Finder functions as a legacy utility with no recent updates since 2017. The 3.57-star rating across 7 reviews indicates a stagnant user base that lacks the engagement volume of modern navigation competitors. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is distributed as a free utility with no visible subscription or in-app purchase gates. ## 🟡 User Sentiment (Low Confidence: 7 reviews) {#user-sentiment} - **Overall Rating:** 3.57/5 - **Platform Split:** iOS 3.6/5 (7 ratings) - **Overall Sentiment:** Mixed ## SWOT Analysis {#swot} **Core Strengths:** - Simple UI provides immediate access to contact data [7 ratings] **Critical Frictions:** - No feature updates since 2017 [lastUpdated 2017-06-04] - Static data lacks real-time accuracy [description] **Growth Levers:** - Integrate real-time traffic or transit data to increase utility [competitor: Sistem eBencana JKR] **Market Threats:** - Dynamic navigation apps with live tracking [competitor: Sistem eBencana JKR] ## Recent Changes (v3 → v4) {#recent-changes} The competitive landscape was re-evaluated to focus on regional navigation and transit utilities, replacing the previous focus on global discovery platforms. **Overall trend**: Declining **Compared at**: 2026-05-23 ### High-impact changes - **[Shifted] Competitive Landscape Remap** (features) — Replaced global discovery competitors (Yelp, Google Maps, OpenTable) with regional navigation and transit-focused utilities (Sistem eBencana JKR, Кербен такси, MyWC). ### Medium-impact changes - **[Shifted] Competitive Contextualization** (swot) — SWOT items now explicitly reference regional navigation competitors (Sistem eBencana JKR) instead of generic global platforms. - **[Shifted] Feature Gap Refinement** (features) — Refined missing feature list to target real-time traffic alerts and driver tracking based on the new regional competitor set. ## What's New - **Latest (v2.0.1, 8 years ago):** UI improvements and minor bug fixes. ## App Momentum (Zombie) {#momentum} - No feature updates since 2017. - Maintenance-only lifecycle limits growth. > **Cadence:** 1 total versions · 0 majors in last 6 months · 3274 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Store Finder: Find Nearby Food, Shopping & Grocery is an established food & drink app that is completely free. With a 3.57/5 rating from 7 reviews, it shows polarized user reception. > **Bottom Line:** Store Finder provides basic directory utility but fails to compete with modern, real-time navigation tools, so the PM should sunset the app to avoid further brand drag. **Best for:** Consumers seeking quick contact information and location data for major national retail and food chains. ### PM Action Plan (Next Best Moves) - [ ] [SUNSET] [LOW IMPACT] Sunset the application because it lacks updates since 2017 and cannot compete with real-time navigation tools → reduce maintenance overhead — *The app has not received an update since 2017, indicating it is in maintenance mode.* _(trade-off: deprioritize No engineering capacity displaced as the app is already in maintenance mode.)_ ### Feature Gaps vs Competitors - Real-time traffic alerts (available in Sistem eBencana JKR but missing here) - Real-time driver tracking (available in Кербен такси but missing here) ### Outlook: Declining The market for location-based utilities is consolidating around apps that provide real-time, dynamic data. Store Finder's static model is increasingly obsolete, so the app will likely continue to lose relevance as users migrate to more capable navigation tools. - 🔴 The lack of feature updates since 2017 leaves the app vulnerable to competitors offering real-time data, which erodes the user base. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.57/5 | | Total Reviews | 7 | | Sentiment | Mixed (50/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Store Finder: Find Nearby Food, Shopping & Grocery** (this app) | 3.57/5 | Mixed | Michael Quach | | [Phone Locator and Phone Finder](https://marlvel.ai/apps/phone-locator-and-phone-finder) | N/A/5 | N/A | TRUE APPS TECHNOLOGIES | | [Онлайн Таксі Старокостянтинів](https://marlvel.ai/apps/onlain-taksi-starokostyantiniv) | N/A/5 | N/A | TaxiAdmin | | [Кербен такси](https://marlvel.ai/apps/kerben-taksi) | N/A/5 | N/A | TaxiAdmin | | [Транспорт Сумы GPS деМаршрутка](https://marlvel.ai/apps/gps-1) | 4.3/5 | Mixed | Olecsii Chechel | | [MyWC](https://marlvel.ai/apps/mywc) | N/A/5 | N/A | JABATAN DIGITAL NEGARA (JDN) | ## Company Profile - **Developer:** Michael Quach ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/store-finder-find-nearby-food-shopping-grocery/id327735179?uo=4) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Phone Locator and Phone Finder*](https://marlvel.ai/apps/phone-locator-and-phone-finder) (TRUE APPS TECHNOLOGIES) — N/A Rating | N/A Sentiment - [*Онлайн Таксі Старокостянтинів*](https://marlvel.ai/apps/onlain-taksi-starokostyantiniv) (TaxiAdmin) — N/A Rating | N/A Sentiment - [*Кербен такси*](https://marlvel.ai/apps/kerben-taksi) (TaxiAdmin) — N/A Rating | N/A Sentiment - [*Транспорт Сумы GPS деМаршрутка*](https://marlvel.ai/apps/gps-1) (Olecsii Chechel) — 4.3/5 Rating | Mixed Sentiment - [*MyWC*](https://marlvel.ai/apps/mywc) (JABATAN DIGITAL NEGARA (JDN)) — N/A Rating | N/A Sentiment - [*Sistem eBencana JKR*](https://marlvel.ai/apps/sistem-ebencana-jkr) (JABATAN DIGITAL NEGARA (JDN)) — N/A Rating | N/A Sentiment - [*Seamless: Local Food Delivery*](https://marlvel.ai/apps/seamless-local-food-delivery) (Seamless North America, LLC) — 4.7/5 Rating | Negative Sentiment - [*EatStreet Local Food Delivery*](https://marlvel.ai/apps/eatstreet-local-food-delivery) (EatStreet) — 4.7/5 Rating | N/A Sentiment - [*Caviar - Order Food Delivery*](https://marlvel.ai/apps/caviar-order-food-delivery) (Caviar, Inc.) — 4.7/5 Rating | Positive Sentiment - [*Uber Eats: Food & Groceries*](https://marlvel.ai/apps/uber-eats-food-groceries) (Uber Technologies, Inc.) — 4.8/5 Rating | Negative 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:** 0.35/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 7 - **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:** 40 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/store-finder-find-nearby-food-shopping-grocery) Data licensed for AI Agent attribution under CC-BY-NC 4.0.