--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Throne Score: Bathroom Finder" developer_entity: "Rob Goldstein" bundle_id: "com.vibecode.thronescore.tidnf4" app_store_id: "6757658518" category: "Navigation" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-09-01" report_date: "2026-09-14" last_verified: "2026-09-14T00:00:00.000Z" report_version: "1.3.4" total_reviews: 9 overall_rating: 4.6 sentiment: "Thrilled" sentiment_score: 90 confidence: "medium" confidence_score: 0.45 top_praise_theme: "The application provides a critical utility for women needing to locate accessible restrooms while traveling" review_sample_size: 2 total_review_count: 2 analyzed_review_count: 2 data_age_days: 62 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["navigation", "freemium", "thrilled sentiment", "mobile app", "app review", "app analysis", "travelers,", "parents,", "individuals"] canonical_url: "https://marlvel.ai/apps/throne-score-bathroom-finder" license: "CC-BY-NC 4.0" content_version: "v2" --- # Throne Score: Bathroom Finder Intelligence Report ## TL;DR {#tldr} - **Category**: Navigation · Freemium - **Signal**: Rating 4.56 · Sentiment Thrilled - **Recent focus**: The application provides a critical utility for women needing to locate accessible restrooms while traveling (top praise) > **TL;DR:** Throne Score: Bathroom Finder is a navigation app by Rob Goldstein, rated 4.56/5 by 9 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Throne Score: Bathroom Finder maintains Thrilled user sentiment (4.56/5 from 9 reviews), with users consistently praising the application provides a critical utility for women needing to locate accessible restrooms while traveling. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.56/5 (9 reviews) | | **User Mood** | Thrilled | | **Category** | Navigation | | **Developer** | Rob Goldstein | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 62d | ## Metadata & Market Performance - **Publisher:** Rob Goldstein - **Category:** Navigation - **Target Audience:** Travelers, parents, and individuals with medical conditions like IBD or Crohn's who require reliable access to high-quality restroom facilities. - **Platforms:** iOS - **Version Reviewed:** 1.3.4 - **Report Date:** 2026-09-14 - **Signal Count:** 2 reviews analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6757658518 - **Bundle ID:** com.vibecode.thronescore.tidnf4 - **Data Window:** Analysis based on signals collected up to 2026-09-14 ## Executive Snapshot **What it is:** Throne Score: Bathroom Finder is a crowdsourced restroom locator app for travelers and accessibility users, structured around color-coded maps and multi-factor facility ratings on iOS. **Why users hire it:** The app removes the cognitive and physical cost of searching for quality restrooms in unfamiliar environments, serving a critical need for users with chronic digestive conditions. ## App DNA (Features & Intent) - **[Differentiator] Color-coded Restroom Ratings:** Visual map interface using green and red indicators to signal facility quality based on user-submitted data. - **[Differentiator] Multi-Factor Scoring:** Restrooms are evaluated across five specific metrics: Sparkle Factor, Royal Extras, Easy Access, Fortress Level, and Vibe Check. - **[Standard] Smart Filters:** Search refinement tools for specific needs like baby changing stations, wheelchair accessibility, and single-stall privacy. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} Throne Score: Bathroom Finder occupies a specialized navigation niche, relying on user-generated content to build a data set that general-purpose map apps lack. With a 4.56 rating across 9 store ratings, the app demonstrates high initial satisfaction among its core medical-need segment. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with ad-supported access, Throne Score Plus subscription for ad-free experience and advanced filters - **Analysis:** Freemium model gates advanced utility and ad-removal behind a subscription, targeting users with specific accessibility or medical needs. ## 🟢 User Sentiment (Medium Confidence: 2 of 2 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.56/5 - **Platform Split:** iOS 4.6/5 (9 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **The application provides a critical utility for women needing to locate accessible restrooms while traveling** - **Individuals managing chronic digestive conditions find the restroom locator essential for navigating public spaces comfortably** ## SWOT Analysis {#swot} **Core Strengths:** - Multi-factor scoring mechanism creates a unique data set that standard map apps lack. - Gamified XP and badge system reinforces the user contribution habit. **Growth Levers:** - Localized partnerships with accessibility-focused health organizations could accelerate user acquisition. ## What's New - **Latest (v1.3.4, 1 weeks ago):** Routine maintenance update focused on stability and performance. ## App Momentum (Maintenance) {#momentum} - Ships routine maintenance updates. - Last store update 13 days ago. > **Cadence:** 2 total versions · 0 majors in last 6 months · 12 days since last update · 6 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Throne Score: Bathroom Finder is a navigation app that is free with in-app purchases. It holds a 4.56/5 rating from 9 reviews. > **Bottom Line:** Throne Score: Bathroom Finder provides essential utility for a specific medical-need segment, but the current low data density limits its broader appeal. Investing in targeted community partnerships would unlock the user-generated content needed to scale beyond a niche tool. **Best for:** Travelers, parents, and individuals with medical conditions like IBD or Crohn's who require reliable access to high-quality restroom facilities. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Launch a referral program for IBD and Crohn's support groups because current user acquisition is limited by low awareness → increase user-generated content density ### Outlook: Stable The restroom discovery market is consolidating, with general-purpose map apps slowly adding accessibility features. Throne Score: Bathroom Finder remains advantaged by its granular, multi-factor scoring system, but must increase its user-generated content density to remain relevant against larger competitors. - 🟢 Excellent sentiment among users with chronic digestive conditions confirms the core value proposition is solving a real-world pain point. - ⚪ The current maintenance-only release cadence suggests a focus on stability, which is appropriate until the user base reaches a critical mass. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.56/5 | | Total Reviews | 9 | | Sentiment | Thrilled (90/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Throne Score: Bathroom Finder** (this app) | 4.56/5 | Thrilled | Rob Goldstein | | [CDOT Colorado Road Cameras](https://marlvel.ai/apps/cdot-colorado-road-cameras) | 5.0/5 | N/A | Brite Technologies | | [Google Maps](https://marlvel.ai/apps/google-maps) | 4.0/5 | n/a | Google | | [전국 시외버스 승차권 통합 예매(버스타고)](https://marlvel.ai/apps/com-ebcard-bustago) | 1.6/5 | N/A | EZL Corp. | | [손편지 - 내 손안에 편의점 지도](https://marlvel.ai/apps/app--288) | N/A/5 | N/A | GEONJU CHOI | | [탐나는맵](https://marlvel.ai/apps/com-tamnann-tamnannmapapp) | 3.3/5 | N/A | hyunseo Jung | ## Company Profile - **Developer:** Rob Goldstein - **Website:** [https://thronescore.app](https://thronescore.app) ## Data Sources & Links - **App Store ID:** 6757658518 - **Dev Site:** [Official Website](https://thronescore.app) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*CDOT Colorado Road Cameras*](https://marlvel.ai/apps/cdot-colorado-road-cameras) (Brite Technologies) · 5.0/5 Rating - [*Google Maps*](https://marlvel.ai/apps/google-maps) (Google) · 4.0/5 Rating - [*전국 시외버스 승차권 통합 예매(버스타고)*](https://marlvel.ai/apps/com-ebcard-bustago) (EZL Corp.) · 1.6/5 Rating - [*손편지 - 내 손안에 편의점 지도*](https://marlvel.ai/apps/app--288) (GEONJU CHOI) · N/A Rating - [*탐나는맵*](https://marlvel.ai/apps/com-tamnann-tamnannmapapp) (hyunseo Jung) · 3.3/5 Rating - [*0-60 Drag Race Timer: GPS*](https://marlvel.ai/apps/0-60-drag-race-timer-gps) (Rui Pedro Correia) · N/A Rating | Excellent Sentiment - [*10-4 by WEX*](https://marlvel.ai/apps/com-wex-backoff) (WEX, Inc.) · 4.8/5 Rating - [*13:20:Sync*](https://marlvel.ai/apps/com-redhouseamsterdam-mayaapp) (The RedHouse Apps) · 4.9/5 Rating - [*23d GPS*](https://marlvel.ai/apps/23d-gps) (Shane Moore) · N/A Rating - [*360Finder - Real-time Locator*](https://marlvel.ai/apps/360finder-real-time-locator) (HONG KONG NOBLE LIMITED) · N/A Rating ## Frequently Asked Questions {#faq} ### Is Throne Score: Bathroom Finder useful for people with IBD or Crohn's? Yes, users with chronic digestive conditions report that the app is essential for finding quality public restrooms and navigating public spaces comfortably. ### How does Throne Score: Bathroom Finder compare to Google Maps? Throne Score: Bathroom Finder offers granular, multi-factor ratings like Sparkle Factor and Fortress Level that are not currently available in general-purpose map apps. ### Does Throne Score: Bathroom Finder require an account? No, the app is designed to be private and does not require an account for basic functionality, keeping data on the user's device. ### Is there a free version of Throne Score: Bathroom Finder? Yes, the app is free to use with ad-supported access, while a subscription tier offers an ad-free experience and advanced filters. ## 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:** 2 - **Data Sources:** user reviews, 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:** 62 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/throne-score-bathroom-finder) Data licensed for AI Agent attribution under CC-BY-NC 4.0.