--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "The Roster AI - Dating Diary" developer_entity: "Olympian Hourglass LLC" bundle_id: "OlympianHourglass.TheRosterAI" app_store_id: "6759545073" category: "Entertainment" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-04-02" report_date: "2026-10-10" last_verified: "2026-10-10T00:00:00.000Z" report_version: "1.06" total_reviews: 2 overall_rating: 5 sentiment: "Thrilled" sentiment_score: 90 confidence: "medium" confidence_score: 0.45 top_praise_theme: "Clean design and intuitive interface layout make the application feel highly useful for daily tasks" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 3 momentum_velocity: "zombie" intelligence_version: 2 tags: ["entertainment", "subscription", "thrilled sentiment", "mobile app", "app review", "app analysis", "individuals", "actively", "dating"] canonical_url: "https://marlvel.ai/apps/the-roster-ai-dating-diary" license: "CC-BY-NC 4.0" content_version: "v2" --- # The Roster AI - Dating Diary Intelligence Report ## TL;DR {#tldr} - **Category**: Entertainment · Subscription - **Signal**: Rating 5 · Sentiment Thrilled - **Recent focus**: Clean design and intuitive interface layout make the application feel highly useful for daily tasks (top praise) > **TL;DR:** The Roster AI - Dating Diary is a entertainment app by Olympian Hourglass LLC, rated 5/5 by 2 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** The Roster AI - Dating Diary maintains Thrilled user sentiment (5/5 from 2 reviews), with users consistently praising clean design and intuitive interface layout make the application feel highly useful for daily tasks. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (2 reviews) | | **User Mood** | Thrilled | | **Category** | Entertainment | | **Developer** | Olympian Hourglass LLC | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 3d | ## Metadata & Market Performance - **Publisher:** Olympian Hourglass LLC - **Category:** Entertainment - **Target Audience:** Individuals actively dating who want to track their experiences and analyze patterns in their romantic connections. - **Platforms:** iOS - **Version Reviewed:** 1.06 - **Report Date:** 2026-10-10 - **Signal Count:** 1 review analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6759545073 - **Bundle ID:** OlympianHourglass.TheRosterAI - **Data Window:** Analysis based on signals collected up to 2026-10-10 ## Executive Snapshot **What it is:** The Roster AI is a personal dating diary and management tool for iOS users, structured around structured reflection logs and AI-driven pattern analysis. **Why users hire it:** The app removes the cognitive load of tracking mixed signals and memory-based dating patterns, allowing users to make decisions based on historical data rather than immediate emotional impulses. ## App DNA (Features & Intent) - **[Differentiator] Dating CRM Leaderboard:** Interface to categorize, promote, demote, and replace dating prospects. * *User Intent:* Users are driven by competitive achievement and recognition. - **[Differentiator] AI-Driven Pattern Analysis:** Machine learning scans dating logs to identify trends in emotional availability and connection quality. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Collaborative Debriefs:** Shared access for friends to view, rate, and comment on specific dating prospects. * *User Intent:* Users seek social connection and competitive engagement with peers. ## Market Position {#market-position} The Roster AI occupies a niche position in the Entertainment category, maintaining a 5.0-star rating despite a limited review volume. The lack of recent updates suggests a focus on stability rather than aggressive market share expansion. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier, Subscription-based premium tier - **Analysis:** Subscription-based model with feature gating for advanced AI insights and management tools. ## 🟢 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (2 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **Clean design and intuitive interface layout make the application feel highly useful for daily tasks** ## SWOT Analysis {#swot} **Core Strengths:** - Structured reflection logs create high switching costs for users who have mapped their dating history. **Growth Levers:** - Collaborative debrief features could be expanded into a referral loop to lower acquisition costs. ## What's New - **Latest (v1.06, 6 months ago):** Version 1.06 addresses general bug fixes and transitions to a subscription-based update model. ## App Momentum (Zombie) {#momentum} - Quiet 6 months, bug fixes only. - Transitioned to subscription-based update model. > **Cadence:** 1 total versions · 0 majors in last 6 months · 191 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} The Roster AI - Dating Diary is an entertainment app. It holds a 5/5 rating from 2 reviews. > **Bottom Line:** The Roster AI provides a unique management layer for daters, but the six-month development gap threatens its long-term viability. Prioritizing a feature-release cadence would secure the current user base against more active competitors. **Best for:** Individuals actively dating who want to track their experiences and analyze patterns in their romantic connections. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship a feature update to break the six-month silence because the current dormant state risks user churn → increase retention ### Outlook: Mixed The dating-management niche remains fragmented, with most users relying on manual tools. The Roster AI is currently exposed due to its lack of recent feature investment, which may allow competitors to capture the market before the next major release. - 🔴 The six-month development silence indicates a maintenance-only posture, which risks losing user trust as the dating landscape evolves. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 2 | | Sentiment | Thrilled (90/100) | | Confidence | Medium | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **The Roster AI - Dating Diary** (this app) | 5/5 | Thrilled | Olympian Hourglass LLC | | [JustPlay: Earn Money or Donate](https://marlvel.ai/apps/justplay-earn-money-or-donate) | 4.4/5 | n/a | JustPlay GmbH | | [YouTube TV](https://marlvel.ai/apps/com-google-ios-youtubeunplugged) | 3.7/5 | n/a | Google | | [BestPlay: Play Games & Earn](https://marlvel.ai/apps/bestplay-play-to-earn-donate) | 4.6/5 | n/a | Bestplay | | [BIBLIOTECA LDM](https://marlvel.ai/apps/biblioteca-ldm) | 4.7/5 | Mixed | Esteban Gonzalez | | [DramaBox - Stream Drama Shorts](https://marlvel.ai/apps/dramabox-stream-drama-shorts-1) | 4.7/5 | n/a | STORYMATRIX | ## Company Profile - **Developer:** Olympian Hourglass LLC - **Website:** [https://theroster.ai](https://theroster.ai) ## Data Sources & Links - **App Store ID:** 6759545073 - **Dev Site:** [Official Website](https://theroster.ai) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*JustPlay: Earn Money or Donate*](https://marlvel.ai/apps/justplay-earn-money-or-donate) (JustPlay GmbH) · 4.4/5 Rating - [*YouTube TV*](https://marlvel.ai/apps/com-google-ios-youtubeunplugged) (Google) · 3.7/5 Rating - [*BestPlay: Play Games & Earn*](https://marlvel.ai/apps/bestplay-play-to-earn-donate) (Bestplay) · 4.6/5 Rating - [*BIBLIOTECA LDM*](https://marlvel.ai/apps/biblioteca-ldm) (Esteban Gonzalez) · 4.7/5 Rating - [*DramaBox - Stream Drama Shorts*](https://marlvel.ai/apps/dramabox-stream-drama-shorts-1) (STORYMATRIX) · 4.7/5 Rating - [*DramaWave - Dramas & Reels*](https://marlvel.ai/apps/dramawave-dramas-reels) (SKYWORK AI PTE LTD) · 4.7/5 Rating - [*PACIFIC RIM: JAEGER VS KAIJU BATTLE*](https://marlvel.ai/apps/pacific-rim-jaeger-vs-kaiju-battle) (Warner Bros.) · 3.5/5 Rating - [*PLAYZONE - Play & Earn Rewards*](https://marlvel.ai/apps/money-well-earn-rewards) (Vanessa Calatayud Gomis) · 2.5/5 Rating - [*TikTok Pro - Events*](https://marlvel.ai/apps/com-ss-iphone-ugc-tiktok-pro) (TikTok Ltd.) · 4.6/5 Rating - [*TikTok - Videos, Shop & LIVE*](https://marlvel.ai/apps/tiktok-videos-shop-live) (TikTok Ltd.) · 4.3/5 Rating ## Frequently Asked Questions {#faq} ### Is The Roster AI safe for my dating data? The Roster AI is marketed as a privacy-focused tool for reflection and organization, though it does not provide medical or therapeutic advice. ### How does The Roster AI compare to standard dating apps? The Roster AI is a management tool for tracking your own dating experiences, whereas standard apps are designed for discovery and messaging. ### Is The Roster AI worth paying for? The app uses a subscription model to gate advanced AI insights; casual users may find the free tier sufficient for basic logging. ## 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:** 1 - **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:** 3 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/the-roster-ai-dating-diary) Data licensed for AI Agent attribution under CC-BY-NC 4.0.