--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Seat Ninja" developer_entity: "Ruben Peregrina Aroca" bundle_id: "com.rubenperegrina.seatninja" app_store_id: "6759112354" category: "Travel" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-04-13" report_date: "2026-08-30" last_verified: "2026-08-30T00:00:00.000Z" report_version: "1.0" total_reviews: 1 overall_rating: 1 confidence: "low" confidence_score: 0.2 data_age_days: 44 momentum_velocity: "zombie" intelligence_version: 3 tags: ["travel", "free", "mobile app", "app review", "app analysis", "frequent", "casual", "travelers"] canonical_url: "https://marlvel.ai/apps/seat-ninja" license: "CC-BY-NC 4.0" content_version: "v2" --- # Seat Ninja Intelligence Report ## TL;DR {#tldr} - **Category**: Travel · Free - **Signal**: Rating 1 > **TL;DR:** Seat Ninja is a travel app by Ruben Peregrina Aroca, rated 1/5 by 1 users, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Seat Ninja is a travel app by Ruben Peregrina Aroca. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 1/5 (1 review) | | **Category** | Travel | | **Developer** | Ruben Peregrina Aroca | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.2/1.0) | | **Data Age** | 44d | ## Metadata & Market Performance - **Publisher:** Ruben Peregrina Aroca - **Category:** Travel - **Target Audience:** Frequent and casual air travelers seeking to minimize discomfort and optimize seat selection during the booking process. - **Platforms:** iOS - **Version Reviewed:** 1.0 - **Report Date:** 2026-08-30 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.2/1.0) - **App Store ID (iOS):** 6759112354 - **Bundle ID:** com.rubenperegrina.seatninja - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-30 ## Executive Snapshot **What it is:** Seat Ninja is a travel-utility app for iOS that provides descriptive seat-attribute data to help air travelers choose seats based on comfort and traffic priorities. **Why users hire it:** The app removes the cognitive cost of guessing seat quality from standard airline maps by surfacing specific attributes like recline, wing view, and noise levels. ## App DNA (Features & Intent) - **[Differentiator] Flight Seat Contextualization:** Provides descriptive data on seat attributes like wing view, recline, noise, and traffic patterns. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Seat Comparison Tool:** Allows side-by-side evaluation of seat options before check-in or booking. - **[Standard] Preference-Based Filtering:** Filters seat recommendations based on user priorities such as exit speed, quietness, or comfort. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} Seat Ninja operates as a niche travel utility with a single store rating. The 138-day gap since the last update indicates a lack of active market presence or competitive scaling. ## Monetization Strategy - **Model:** Free - **Tiers:** Free to download and use - **Analysis:** Seat Ninja is currently free to use with no visible monetization gates or subscription tiers. ## SWOT Analysis {#swot} **Core Strengths:** - Contextual seat-attribute data provides a clear decision-support mechanism for travelers navigating opaque airline cabin layouts **Growth Levers:** - Integration with real-time flight booking APIs could transition Seat Ninja from a reference tool to a transactional utility ## Recent Changes (v2 → v3) {#recent-changes} Development remains stagnant with no updates in 138 days, resulting in a static product state. The primary shift is a more precise articulation of the technical risk posed by the app's inability to track evolving airline cabin layouts. **Overall trend**: Stable **Compared at**: 2026-08-30 ### Medium-impact changes - **[Shifted] Refined Risk Assessment** (positioning) ## App Momentum (Zombie) {#momentum} - Dormant for 138 days. - No major releases since launch. > **Cadence:** 1 total versions · 0 majors in last 6 months · 138 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Seat Ninja is a travel app that is completely free. It holds a 1/5 rating from 1 review. > **Bottom Line:** Seat Ninja provides a clear mechanism for seat selection, but the dormant development cycle suggests the project is currently in maintenance mode. **Best for:** Frequent and casual air travelers seeking to minimize discomfort and optimize seat selection during the booking process. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Audit user-acquisition channels because the app has remained dormant for 138 days → determine if the project warrants further investment ### Outlook: Stable The travel-utility market is consolidating around platforms that offer end-to-end booking and seat selection. Seat Ninja's current maintenance-only posture leaves it exposed to feature-parity moves from larger travel aggregators. - ⚪ The 138-day update gap indicates the app is in maintenance mode, which limits its ability to respond to changing airline cabin configurations. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 1/5 | | Total Reviews | 1 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Seat Ninja** (this app) | 1/5 | N/A | Ruben Peregrina Aroca | | [กิจวัตรมุสลิมไทย](https://marlvel.ai/apps/th-co-mtel-muslimdailythai) | N/A/5 | N/A | Mudarmeen Munlin | | [108 Divyadesam Navigator](https://marlvel.ai/apps/com-rsunda12-divyadesams) | N/A/5 | N/A | Rajagopal Sundarrajan | | [17 Mile Drive Audio Tour Guide](https://marlvel.ai/apps/17-mile-drive-audio-tour-guide) | 4.5/5 | N/A | 17 Mile Drive Day Trips, LLC | | [1Call Taxi](https://marlvel.ai/apps/1call-taxi) | 5.0/5 | N/A | Ardalan Hussein | | [1st Central Connect](https://marlvel.ai/apps/1st-central-connect) | 3.0/5 | N/A | Cambridge Mobile Telematics Inc. | ## Company Profile - **Developer:** Ruben Peregrina Aroca - **Website:** [https://prgrn.vercel.app/#/seat-ninja](https://prgrn.vercel.app/#/seat-ninja) - **Social:** [LinkedIn](https://www.linkedin.com/in/rubenperegrina) ## Data Sources & Links - **App Store ID:** 6759112354 - **Dev Site:** [Official Website](https://prgrn.vercel.app/#/seat-ninja) - **Sources:** Developer website content, App store metadata. ## Related Intel Reports - [*กิจวัตรมุสลิมไทย*](https://marlvel.ai/apps/th-co-mtel-muslimdailythai) (Mudarmeen Munlin) · N/A Rating - [*108 Divyadesam Navigator*](https://marlvel.ai/apps/com-rsunda12-divyadesams) (Rajagopal Sundarrajan) · N/A Rating - [*17 Mile Drive Audio Tour Guide*](https://marlvel.ai/apps/17-mile-drive-audio-tour-guide) (17 Mile Drive Day Trips, LLC) · 4.5/5 Rating - [*1Call Taxi*](https://marlvel.ai/apps/1call-taxi) (Ardalan Hussein) · 5.0/5 Rating - [*1st Central Connect*](https://marlvel.ai/apps/1st-central-connect) (Cambridge Mobile Telematics Inc.) · 3.0/5 Rating - [*247 Airport Transfer*](https://marlvel.ai/apps/247-airport-transfer) (Ionel Tanasa) · N/A Rating - [*24Seven Taxi Driver*](https://marlvel.ai/apps/24seven-taxi-driver) (24Seven Taxi Dispatch, LLC) · 5.0/5 Rating - [*24Seven Taxi Service*](https://marlvel.ai/apps/24seven-taxi-service) (My Taxi Ride Inc.) · N/A Rating - [*2 one day trips Tokyo suburbs*](https://marlvel.ai/apps/2-one-day-trips-tokyo-suburbs) (mlet co.,ltd) · N/A Rating - [*360 Central Park AR NYC Map*](https://marlvel.ai/apps/com-vues-360centralpark) (Vadym Ustymenko) · N/A Rating ## Frequently Asked Questions {#faq} ### Is Seat Ninja free to use? Yes, Seat Ninja is currently free to download and use, with no subscription tiers or monetization gates reported. ### Does Seat Ninja work for all airlines? Seat Ninja provides contextual data on cabin layouts, but its effectiveness depends on the specific airline data available to the app. ### Is Seat Ninja still being updated? Seat Ninja has not received a store update in over 138 days, suggesting it is currently in a maintenance-only state. ## 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:** 44 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/seat-ninja) Data licensed for AI Agent attribution under CC-BY-NC 4.0.