--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "금호고속 셔틀" developer_entity: "kumhoexpress" bundle_id: "kr.co.kumhobuslines.shuttle.route.passengernew" app_store_id: "1569338325" category: "Business" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-01-28" report_date: "2026-05-19" last_verified: "2026-05-19T23:39:36.618Z" report_version: "1.002" total_reviews: 99 overall_rating: 1.31 confidence: "low" confidence_score: 0.05 data_age_days: 26 momentum_velocity: "steady" intelligence_version: 2 tags: ["business", "free", "mobile app", "app review", "app analysis", "commuters", "passengers", "utilizing"] canonical_url: "https://marlvel.ai/intel-report/business/kr-co-kumhobuslines-shuttle-route-passengernew" license: "CC-BY-NC 4.0" content_version: "v2" --- # 금호고속 셔틀 App Audit ## TL;DR {#tldr} - **Category**: Business · Free - **Signal**: Rating 1.31 > **TL;DR:** 금호고속 셔틀 is a business app by kumhoexpress, rated 1.31/5 by 99 users, available on iOS & Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** 금호고속 셔틀 is a business app by kumhoexpress. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 1.31/5 (99 reviews) | | **Category** | Business | | **Developer** | kumhoexpress | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** kumhoexpress - **Category:** Business - **Target Audience:** Commuters and passengers utilizing Kumho Express shuttle bus services. - **Platforms:** iOS & Android - **Version Audited:** 1.002 - **Audit Date:** 2026-05-19 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 1569338325 - **Bundle ID:** kr.co.kumhobuslines.shuttle.route.passengernew - **Google Play ID:** kr.co.kumhobuslines.shuttle.route.passengernew - **Data Window:** Analysis based on signals collected up to 2026-05-19 - **Short Description:** App for Kumho Express Shuttle System passengers ## Executive Snapshot Kumho Express Shuttle is a transportation utility designed to streamline the boarding process for shuttle bus passengers. The app enables users to issue tickets, track real-time vehicle locations, and receive arrival notifications without requiring a separate authentication process. ## App DNA (Features & Intent) - **[Standard] Ticketing Application:** Allows users to issue tickets directly through the mobile interface for shuttle boarding. - **[Standard] Real-time Tracking:** Provides visibility into shuttle bus arrival times and current vehicle locations. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Arrival Notifications:** Sends push notifications to users when the shuttle bus reaches their designated bus stop. * *User Intent:* Users want timely prompts to stay engaged without missing updates. - **[Standard] Route Information:** Provides access to comprehensive route details and ticketing information. * *User Intent:* Users seek enhanced value through premium features. ## Monetization Strategy - **Model:** Free ## App Momentum (Steady) {#momentum} Last updated 111d ago. 3 versions tracked. > **Cadence:** 3 total versions · 0 majors in last 6 months · 111 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} 금호고속 셔틀 is an established business app that is completely free. With a 1.31/5 rating from 99 reviews, it shows polarized user reception. > **Bottom Line:** This is a functional, authentication-free tool for managing shuttle boarding and tracking arrival times. **Best for:** Commuters and passengers utilizing Kumho Express shuttle bus services. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 1.31/5 | | Total Reviews | 99 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 4 analyzed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **금호고속 셔틀** (this app) | 1.31/5 | N/A | kumhoexpress | | [Groupon Merchant](https://marlvel.ai/intel-report/business/groupon-merchant) | 3.0/5 | N/A | Groupon, Inc. | | [Cisco Events App](https://marlvel.ai/intel-report/business/cisco-events-app) | 4.3/5 | N/A | Cisco | | [Hours - Tracker & Time Clock](https://marlvel.ai/intel-report/business/hours-tracker-time-clock) | 4.6/5 | N/A | One Wave AB | | [Subnet Calc](https://marlvel.ai/intel-report/business/subnet-calc) | 4.8/5 | N/A | Swipe Stack Ltd | | [Alloy Fleet+](https://marlvel.ai/intel-report/business/alloy-fleet) | N/A/5 | N/A | Cumberland Farms | ## Company Profile - **Developer:** kumhoexpress - **Website:** [https://www.kumhobuslines.co.kr/](https://www.kumhobuslines.co.kr/) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/kr/app/%EA%B8%88%ED%98%B8%EA%B3%A0%EC%86%8D-%EC%85%94%ED%8B%80%EC%8B%9C%EC%8A%A4%ED%85%9C/id1569338325?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=kr.co.kumhobuslines.shuttle.route.passengernew) - **Dev Site:** [Official Website](https://www.kumhobuslines.co.kr/) - **Sources:** App store metadata. ## Related Intel Reports - [*Groupon Merchant*](https://marlvel.ai/intel-report/business/groupon-merchant) (Groupon, Inc.) — 3.0/5 Rating | N/A Sentiment - [*Cisco Events App*](https://marlvel.ai/intel-report/business/cisco-events-app) (Cisco) — 4.3/5 Rating | N/A Sentiment - [*Hours - Tracker & Time Clock*](https://marlvel.ai/intel-report/business/hours-tracker-time-clock) (One Wave AB) — 4.6/5 Rating | N/A Sentiment - [*Subnet Calc*](https://marlvel.ai/intel-report/business/subnet-calc) (Swipe Stack Ltd) — 4.8/5 Rating | N/A Sentiment - [*Alloy Fleet+*](https://marlvel.ai/intel-report/business/alloy-fleet) (Cumberland Farms) — N/A Rating | N/A Sentiment - [*Simple Countertops*](https://marlvel.ai/intel-report/business/simple-countertops) (Simple App Solutions) — 3.9/5 Rating | N/A Sentiment - [*Hours Tracker - Salarybook*](https://marlvel.ai/intel-report/business/hours-tracker-salarybook) (Centriqo) — 4.5/5 Rating | N/A Sentiment - [*Cisco dCloud Contact Center*](https://marlvel.ai/intel-report/business/cisco-dcloud-contact-center) (Cisco) — N/A Rating | N/A Sentiment - [*Time Manager Bar-Timers,Events*](https://marlvel.ai/intel-report/business/time-manager-bar-timers-events) (永文 胡) — N/A Rating | N/A Sentiment - [*AA Crew Check In*](https://marlvel.ai/intel-report/business/aa-crew-check-in) (American Airlines) — 1.6/5 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:** 0.05/1.0 (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/business/kr-co-kumhobuslines-shuttle-route-passengernew) Data licensed for AI Agent attribution under CC-BY-NC 4.0.