## ⚠ Content Warning This report covers topics classified as sensitive (health). Information is aggregated from public sources for informational purposes only. This is not medical advice. Consult a qualified professional before acting on any information here. --- last_verified: "2026-05-19T17:47:30.706Z" --- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "CBTReferee" developer_entity: "Andrew Arrow" bundle_id: "andrewarrow.cbtreferee" app_store_id: "330842520" category: "Lifestyle" primary_platform: "ios" primary_monetization: "Paid" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2025-11-26" report_date: "2026-05-19" last_verified: "2026-05-19" report_version: "1.207" total_reviews: 3 overall_rating: 3.67 confidence: "low" confidence_score: 0.25 data_age_days: 0 momentum_velocity: "steady" intelligence_version: 3 tags: ["lifestyle", "paid", "mobile app", "app review", "app analysis", "individuals", "seeking", "structured,"] canonical_url: "https://marlvel.ai/intel-report/lifestyle/andrewarrow-cbtreferee" license: "CC-BY-NC 4.0" content_version: "v2" --- # CBTReferee App Audit ## TL;DR {#tldr} - **Category**: Lifestyle · Paid - **Signal**: Rating 3.67 > **TL;DR:** CBTReferee is a lifestyle app by Andrew Arrow, rated 3.67/5 by 3 users, available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** CBTReferee is a lifestyle app by Andrew Arrow. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.67/5 (3 reviews) | | **Category** | Lifestyle | | **Developer** | Andrew Arrow | | **Pricing** | Paid | | **Platforms** | iOS | | **Confidence** | Low (0.25/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Andrew Arrow - **Category:** Lifestyle - **Target Audience:** Individuals seeking a structured, manual method for tracking and reframing self-defeating thoughts. - **Platforms:** iOS - **Version Audited:** 1.207 - **Audit Date:** 2026-05-19 - **Signal Count:** 5 reviews analyzed - **Confidence:** Low (0.25/1.0) - **App Store ID (iOS):** 330842520 - **Bundle ID:** andrewarrow.cbtreferee - **Data Window:** Analysis based on signals collected up to 2026-05-19 ## Executive Snapshot CBTReferee is a digital journaling tool designed to help users practice Cognitive Behavioral Therapy by manually identifying and disputing biased thoughts. The app encourages users to act as their own 'referee' to reframe unrealistic or unfair thinking patterns into more balanced perspectives. ## App DNA (Features & Intent) - **[Standard] Thought Documentation:** Provides a space for users to write down specific thoughts and identify associated forms of biased thinking. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Referee Reframing:** Allows users to manually draft a 'true, realistic, and fair' response to their own recorded thoughts. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Pattern Tracking:** Enables users to review their history of entries over time to identify recurring negative thought patterns. * *User Intent:* Users want visibility into their own performance and progress. - **[Standard] Email Export:** Supports the ability to email complete records of thought work for external review or storage. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Monetization Strategy - **Model:** Paid - **Price:** iOS: $4.99 ## App Momentum (Steady) {#momentum} Last updated 174d ago. 4 versions tracked. > **Cadence:** 4 total versions · 0 majors in last 6 months · 174 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} CBTReferee is an established lifestyle app that is a paid app. With a 3.67/5 rating from 3 reviews, it shows polarized user reception. > **Bottom Line:** The app functions as a manual, text-based cognitive journaling tool that requires active user participation rather than automated analysis. **Best for:** Individuals seeking a structured, manual method for tracking and reframing self-defeating thoughts. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.67/5 | | Total Reviews | 3 | | Confidence | Low | | Pricing Model | Paid | | Platforms | iOS | | Key Features | 4 analyzed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **CBTReferee** (this app) | 3.67/5 | N/A | Andrew Arrow | | [Tinder Dating App: Date & Chat](https://marlvel.ai/intel-report/lifestyle/tinder-dating-app-date-chat) | 4.2/5 | N/A | Tinder LLC | | [Alarmy - Loud alarm clock](https://marlvel.ai/intel-report/lifestyle/alarmy-loud-alarm-clock) | 4.8/5 | Mixed | Delight Room Co., Ltd. | | [Swiftime](https://marlvel.ai/intel-report/lifestyle/swiftime) | 4.5/5 | Excited | MEDIANO Co.,Ltd. | | [AlarmMon ( alarm clock )](https://marlvel.ai/intel-report/lifestyle/alarmmon-alarm-clock) | 4.2/5 | Mixed | Malang Studio Co. Ltd, | | [Alarmie: Easy Rise Alarm Clock](https://marlvel.ai/intel-report/lifestyle/alarmie-easy-rise-alarm-clock) | 4.4/5 | Mixed | Jintian Wang | ## Company Profile - **Developer:** Andrew Arrow - **Website:** [https://andrewarrow.dev/](https://andrewarrow.dev/) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/ie/app/cbtreferee/id330842520?uo=2) - **Dev Site:** [Official Website](https://andrewarrow.dev/) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Tinder Dating App: Date & Chat*](https://marlvel.ai/intel-report/lifestyle/tinder-dating-app-date-chat) (Tinder LLC) — 4.2/5 Rating | N/A Sentiment - [*Alarmy - Loud alarm clock*](https://marlvel.ai/intel-report/lifestyle/alarmy-loud-alarm-clock) (Delight Room Co., Ltd.) — 4.8/5 Rating | Mixed Sentiment - [*Swiftime*](https://marlvel.ai/intel-report/lifestyle/swiftime) (MEDIANO Co.,Ltd.) — 4.5/5 Rating | Positive Sentiment - [*AlarmMon ( alarm clock )*](https://marlvel.ai/intel-report/lifestyle/alarmmon-alarm-clock) (Malang Studio Co. Ltd,) — 4.2/5 Rating | Mixed Sentiment - [*Alarmie: Easy Rise Alarm Clock*](https://marlvel.ai/intel-report/lifestyle/alarmie-easy-rise-alarm-clock) (Jintian Wang) — 4.4/5 Rating | Mixed Sentiment - [*Social Brain: Relationship Map*](https://marlvel.ai/intel-report/lifestyle/social-brain-relationship-map) (Dung Vu) — 5.0/5 Rating | N/A Sentiment - [*Mammoth Barbearia*](https://marlvel.ai/intel-report/lifestyle/mammoth-barbearia) (Deschamps Aplicativos de Software Ltda) — N/A Rating | N/A Sentiment - [*Wisp: Wishlist & Gift Registry*](https://marlvel.ai/intel-report/lifestyle/wisp-wishlist-gift-registry) (Alexander Picard) — 5.0/5 Rating | N/A Sentiment - [*Mace Barbearia*](https://marlvel.ai/intel-report/lifestyle/mace-barbearia) (Deschamps Aplicativos de Software Ltda) — N/A Rating | N/A Sentiment - [*Miguelito Barbería Cubana*](https://marlvel.ai/intel-report/lifestyle/miguelito-barberia-cubana) (Deschamps Aplicativos de Software Ltda) — N/A 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:** 0.25/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 5 - **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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/lifestyle/andrewarrow-cbtreferee) Data licensed for AI Agent attribution under CC-BY-NC 4.0.