--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Color Blind Pal" developer_entity: "Vincent Fiorentini" bundle_id: "com.colorblindpal.ColorBlindPalMobile" app_store_id: "1037744228" google_play_id: "com.colorblindpal.colorblindpal" category: "Utilities" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2024-08-13" report_date: "2026-06-20" last_verified: "2026-06-20T00:00:00.000Z" report_version: "1.1.1" total_reviews: 940 overall_rating: 3.5 sentiment: "Mixed" sentiment_score: 55 confidence: "medium" confidence_score: 0.65 top_praise_theme: "Utility in daily color identification" top_complaint_theme: "App crashes and performance issues" review_sample_size: 940 data_age_days: 57 momentum_velocity: "zombie" intelligence_version: 6 nemesis: "Magnifier" competitor_count: 9 tags: ["utilities", "free", "mixed sentiment", "mobile app", "app review", "app analysis", "individuals", "color", "vision"] canonical_url: "https://marlvel.ai/apps/color-blind-pal" license: "CC-BY-NC 4.0" content_version: "v2" --- # Color Blind Pal Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Free - **Signal**: Rating 3.52 · Sentiment Mixed - **Recent focus**: App crashes and performance issues (top complaint) · Utility in daily color identification (top praise) > **TL;DR:** Color Blind Pal is a utilities app by Vincent Fiorentini, rated 3.52/5 by 940 users, with Mixed user sentiment (55/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Color Blind Pal shows Mixed sentiment (3.52/5 from 940 reviews) — users praise utility in daily color identification but report issues with app crashes and performance issues. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.52/5 (940 reviews) | | **User Mood** | Mixed | | **Category** | Utilities | | **Developer** | Vincent Fiorentini | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.65/1.0) | | **Data Age** | 57d | ## Metadata & Market Performance - **Publisher:** Vincent Fiorentini - **Category:** Utilities - **Target Audience:** Individuals with color vision deficiency seeking assistance with daily color identification and people with normal vision interested in simulating color blindness. - **Platforms:** iOS & Android - **Version Reviewed:** 2.0.1 - **Report Date:** 2026-06-20 - **Signal Count:** 940 reviews analyzed - **Confidence:** Medium (0.65/1.0) - **App Store ID (iOS):** 1037744228 - **Bundle ID:** com.colorblindpal.ColorBlindPalMobile - **Google Play ID:** com.colorblindpal.colorblindpal - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-06-20 ## Executive Snapshot **What it is:** Color Blind Pal is a utility app for iOS and Android that identifies colors and simulates color blindness for users with vision deficiencies. **Why users hire it:** Users hire this app to gain independence in color-coded tasks like reading maps or identifying clothing, as native tools often lack granular color-naming feedback. ## App DNA (Features & Intent) - **[Standard] Color Inspector:** Provides descriptive names, RGB codes, and hue/saturation/value data for objects viewed through the camera. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Color Filter:** Shifts colors in real-time to improve distinguishability or simulates specific types of color blindness. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} The app maintains a niche presence with a #81 Free rank in the Utilities category (IS). The lack of updates since 2020 on iOS suggests a maintenance-only posture that risks obsolescence against native OS tools. ## Monetization Strategy - **Model:** Free - **Tiers:** Free to use with no IAP or ads mentioned - **Analysis:** The app operates as a free utility with no observable monetization, likely serving as a personal project or non-commercial tool. ## 🟡 User Sentiment (Medium Confidence: 940 reviews) {#user-sentiment} - **Overall Rating:** 3.52/5 - **Platform Split:** iOS 3.9/5 (137 ratings) | Android 3.5/5 (803 ratings) - **Overall Sentiment:** Mixed ### Top Praises - **Utility in daily color identification** ### Top Complaints (Impact Areas) - **App crashes and performance issues** ## SWOT Analysis {#swot} **Core Strengths:** - Specialized color-naming algorithms provide granular feedback **Growth Levers:** - Integration of on-device AI interpretation ## Recent Changes (v5 → v6) {#recent-changes} The app's competitive position has weakened due to persistent stability issues on iOS and the encroachment of native OS accessibility features, forcing a pivot from feature expansion to maintenance. **Overall trend**: Declining **Compared at**: 2026-06-20 ### High-impact changes - **[Shifted] Roadmap Pivot to Stability** (positioning) ### Medium-impact changes - **[Declined] Rating and Stability Regression** (sentiment) - **[Added] New Competitive Threats** (swot) - **[Added] iOS Maintenance Weakness** (swot) ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Color Blind Pal vs Magnifier - **[Magnifier](https://marlvel.ai/apps/magnifier-1)** by Apple: As a native Apple utility, Magnifier directly competes by offering built-in accessibility tools that provide color detection and environmental assistance without requiring third-party downloads. - **Key differences:** - Deep OS-level integration ensures superior performance and hardware access compared to third-party camera implementations. - LiDAR-based navigation features provide spatial awareness that Color Blind Pal cannot replicate via standard camera feeds. - Zero-friction accessibility via Control Center makes it the default choice for most iOS users. ### Contenders (Strong Challengers) - **[Sim Daltonism](https://marlvel.ai/apps/sim-daltonism)** by Michel Fortin: Sim Daltonism directly overlaps with the core value proposition of simulating color blindness to help users distinguish between difficult color palettes. - Open-source codebase fosters community trust and transparency regarding how color filters are applied. - Highly focused on real-time simulation profiles that allow users to test specific color blindness types. - **[SuperVision+ Magnifier](https://marlvel.ai/apps/supervision-magnifier)** by Massachusetts Eye and Ear Infirmary: This app targets the same low-vision and accessibility demographic by focusing on image stabilization and clarity for users with visual impairments. - Advanced live image stabilization technology significantly reduces blur for users with shaky hands or tremors. - Vertical-only stabilization mode offers a unique UX advantage for reading text on printed documents. ### Peers (What They Do Better) - **[See it Speak it](https://marlvel.ai/apps/see-it-speak-it)** by Allykiro Valdez: This app shares the core 'sight-to-speech' functionality, acting as a direct alternative for users needing descriptive audio feedback. - Accessibility-first interface design prioritizes ease of use for users with severe visual impairments. - Dedicated pronunciation training mode adds a secondary educational value proposition beyond simple identification. - **[Deaf Transcribe:Speech to Text](https://marlvel.ai/apps/com-talentme-livetranscribe)** by YOUDAO EDUCATION TECHNOLOGY (HONG KONG) LIMITED: This app serves the accessibility market by converting sensory input into readable text, mirroring the utility of color-to-text conversion. - Robust multilingual support allows for broader global reach than region-locked or language-specific color tools. - Export and sharing functionality enables users to save transcriptions for later review or documentation. - **[Bleta – Simple Smartphone](https://marlvel.ai/apps/io-bleta-simplelauncher)** by Bleta: Bleta targets the broader accessibility market by simplifying the entire smartphone interface for users with visual or cognitive impairments. - Full-system launcher replacement offers a holistic accessibility experience rather than a single-feature utility. - Simplified UI elements cater to users who find standard iOS or Android interfaces overwhelming. - **[CaptionCall](https://marlvel.ai/apps/captioncall)** by MachineGenius: While focused on auditory accessibility, it competes for the same 'assistive technology' budget and user attention span within the utilities category. - Real-time call captioning provides a critical communication utility that creates high daily active usage. - Strong regulatory and service-based backing provides a defensive moat that simple color tools lack. ### New Kids on the Block (What's Innovative) - **[See Colors](https://marlvel.ai/apps/see-colors)** by Vu Trong Thang Dinh: A direct competitor entering the market with a focus on 'Daltonization' to improve color perception for the color-blind. - Side-by-side comparison mode allows users to instantly verify color shifts against the original image. - **[iSee: Your AI assistant](https://marlvel.ai/apps/isee-your-ai-assistant)** by Asociația unPi pentru Școlari: This newcomer leverages modern AI to provide environmental interpretation, threatening to replace manual color-checking apps with automated intelligence. - On-device AI interpretation provides faster, private, and offline analysis compared to cloud-dependent legacy apps. ## What's New - **Latest (v1.1.1, 1 years ago):** Updated app to support latest Android versions. ## App Momentum (Zombie) {#momentum} - Ships Android updates via 2024 release. - No iOS updates since 2020. > **Cadence:** 2 total versions · 0 majors in last 6 months · 637 days since last update · 1352 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Color Blind Pal is an established utilities app that is completely free. It holds a 3.52/5 rating from 940 reviews. > **Bottom Line:** Color Blind Pal provides high-utility color identification, but the 4-year iOS update gap leaves it vulnerable to native OS tools, so the PM should prioritize a stability refresh to defend the existing user base. **Best for:** Individuals with color vision deficiency seeking assistance with daily color identification and people with normal vision interested in simulating color blindness. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild iOS camera implementation because current stability regressions erode user trust → restore baseline rating. ### Feature Gaps vs Competitors - LiDAR-based spatial awareness (available in Magnifier) ### Outlook: Declining The market for standalone accessibility utilities is consolidating around native OS features and AI-powered interpretation. Without a technical refresh, Color Blind Pal will continue to lose relevance to native tools that offer superior hardware integration. - 🔴 The 4-year update gap on iOS leads to stability regressions, which compounds the rating drag already visible on the platform. - 🔴 Native OS-level accessibility tools continue to absorb core functionality, accelerating the obsolescence of standalone third-party color utilities. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.52/5 | | Total Reviews | 940 | | Sentiment | Mixed (55/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 2 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Color Blind Pal** (this app) | 3.52/5 | Mixed | Vincent Fiorentini | | [Bleta – Simple Smartphone](https://marlvel.ai/apps/io-bleta-simplelauncher) | 4.2/5 | N/A | Bleta | | [iSee: Your AI assistant](https://marlvel.ai/apps/isee-your-ai-assistant) | N/A/5 | N/A | Asociația unPi pentru Școlari | | [See Colors](https://marlvel.ai/apps/see-colors) | 5.0/5 | N/A | Vu Trong Thang Dinh | | [Sim Daltonism](https://marlvel.ai/apps/sim-daltonism) | 4.8/5 | Thrilled | Michel Fortin | | [See it Speak it](https://marlvel.ai/apps/see-it-speak-it) | 3.9/5 | Mixed | Allykiro Valdez | ## Company Profile - **Developer:** Vincent Fiorentini ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/color-blind-pal/id1037744228?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.colorblindpal.colorblindpal&hl=en&gl=us) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Bleta – Simple Smartphone*](https://marlvel.ai/apps/io-bleta-simplelauncher) (Bleta) · 4.2/5 Rating - [*iSee: Your AI assistant*](https://marlvel.ai/apps/isee-your-ai-assistant) (Asociația unPi pentru Școlari) · N/A Rating - [*See Colors*](https://marlvel.ai/apps/see-colors) (Vu Trong Thang Dinh) · 5.0/5 Rating - [*Sim Daltonism*](https://marlvel.ai/apps/sim-daltonism) (Michel Fortin) · 4.8/5 Rating | Excellent Sentiment - [*See it Speak it*](https://marlvel.ai/apps/see-it-speak-it) (Allykiro Valdez) · 3.9/5 Rating - [*SuperVision+ Magnifier*](https://marlvel.ai/apps/supervision-magnifier) (Massachusetts Eye and Ear Infirmary) · 4.3/5 Rating - [*Magnifier*](https://marlvel.ai/apps/magnifier-1) (Apple) · 3.8/5 Rating - [*CaptionCall*](https://marlvel.ai/apps/captioncall) (MachineGenius) · 4.8/5 Rating | Excellent Sentiment - [*Deaf Transcribe:Speech to Text*](https://marlvel.ai/apps/com-talentme-livetranscribe) (YOUDAO EDUCATION TECHNOLOGY (HONG KONG) LIMITED) · 4.5/5 Rating - [*Quantumult X*](https://marlvel.ai/apps/quantumult-x) (Cross Utility Ltd) · 3.8/5 Rating ## 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:** 0.65/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 940 - **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:** 57 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/color-blind-pal) Data licensed for AI Agent attribution under CC-BY-NC 4.0.