## ⚠ 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: "2026-05-19T12:38:39.453Z" --- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Color by Number Coloring Pages" developer_entity: "ZipoApps" bundle_id: "com.colorbynumber.pixelartcoloringbook" app_store_id: "1447612934" category: "Entertainment" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2025-12-03" report_date: "2026-05-19" last_verified: "2026-05-19" report_version: "1.4" total_reviews: 2462 overall_rating: 4.57 sentiment: "Excited" sentiment_score: 85 confidence: "high" confidence_score: 0.7 top_praise_theme: "Stress relief utility" top_complaint_theme: "Lack of social sharing" top_request_theme: "More frequent content updates" review_sample_size: 2408 data_age_days: 0 momentum_velocity: "zombie" intelligence_version: 4 nemesis: "Color Therapy Coloring Pages" competitor_count: 6 tags: ["entertainment", "freemium", "excited sentiment", "mobile app", "app review", "app analysis", "adults", "seeking", "stress"] canonical_url: "https://marlvel.ai/intel-report/entertainment/color-by-number-coloring-pages" license: "CC-BY-NC 4.0" content_version: "v2" --- # Color by Number Coloring Pages App Audit ## TL;DR {#tldr} - **Category**: Entertainment · Freemium - **Signal**: Rating 4.57 · Sentiment Excited - **Recent focus**: Lack of social sharing (top complaint) · Stress relief utility (top praise) · More frequent content updates (top request) > **TL;DR:** Color by Number Coloring Pages is a entertainment app by ZipoApps, rated 4.57/5 by 2.5K users, with Excited user sentiment (85/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Color by Number Coloring Pages maintains Excited user sentiment (4.57/5 from 2.5K reviews), with users consistently praising stress relief utility. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.57/5 (2.5K reviews) | | **User Mood** | Excited | | **Category** | Entertainment | | **Developer** | ZipoApps | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | High (0.7/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** ZipoApps - **Category:** Entertainment - **Target Audience:** Adults seeking stress relief and creative relaxation through digital art therapy. - **Platforms:** iOS & Android - **Version Audited:** 1.4 - **Audit Date:** 2026-05-19 - **Signal Count:** 2462 reviews analyzed - **Confidence:** High (0.7/1.0) - **App Store ID (iOS):** 1447612934 - **Bundle ID:** com.colorbynumber.pixelartcoloringbook - **Google Play ID:** com.colorbynumber.pixelartcoloringbook - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-05-19 ## Executive Snapshot **What it is:** Color by Number Coloring Pages is a digital coloring app for adults that uses pixel-art templates and automated tools on iOS and Android. **Why users hire it:** Users hire the app for low-stakes stress relief and creative expression, using the pixel-art format to bypass the technical skill required for traditional drawing. ## App DNA (Features & Intent) - **[Differentiator] Pixel Art Camera:** Converts user-captured photos into pixel art templates for coloring - **[Standard] Magic Tools:** Includes magic wand and area-fill tools to color multiple cells simultaneously - **[Differentiator] Color Splash:** Automated fill for all pixels of a specific color across the entire image ## Market Position {#market-position} The app maintains a 4.58 rating on Android with over 2,400 reviews, indicating a stable user base for its pixel-art niche. However, the lack of social features compared to competitors like Colority suggests a ceiling on organic growth. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with 700+ images and ad support, In-app purchases for tools and content - **Analysis:** Freemium model relies on ad-supported gameplay with IAP hooks for tool access and content expansion. ## 🟢 User Sentiment (High Confidence: 2.5K reviews) {#user-sentiment} - **Overall Rating:** 4.57/5 - **Platform Split:** iOS 4.3/5 (54 ratings) | Android 4.6/5 (2.4K ratings) - **Overall Sentiment:** Excited ### Top Praises - **Stress relief utility** ### Top Complaints (Impact Areas) - **Lack of social sharing** ### Top Requests (What Users Want) - **More frequent content updates** ## SWOT Analysis {#swot} **Core Strengths:** - Pixel Art Camera enables personalized content creation - Magic Tools reduce friction for complex coloring **Critical Frictions:** - No social sharing functionality limits viral growth - Static content library lacks infinite variety **Growth Levers:** - Integrate generative AI for custom templates - Implement social sharing to drive acquisition **Market Threats:** - AI-driven content generation disrupts static libraries - High-precision tap-to-fill engines reduce manual effort ## Recent Changes (v3 → v4) {#recent-changes} The app's competitive narrative shifted from technical stability concerns to feature-set obsolescence, specifically regarding social sharing and AI-driven content. **Overall trend**: Mixed **Compared at**: 2026-05-19 ### High-impact changes - **[Shifted] Complaint focus shift** (sentiment) — Top complaints shifted from technical instability (crashes, black screens) to feature gaps (lack of social sharing). - **[Shifted] Competitive landscape overhaul** (positioning) — The competitive set was replaced, moving from a focus on Easybrain titles to a broader range of AI-integrated and social-first competitors. ### Medium-impact changes - **[Added] New strategic weaknesses** (swot) — Added 'No social sharing functionality' and 'Static content library' as core weaknesses. - **[Declined] Feature status adjustment** (features) — Magic Tools moved from differentiator to standard status; Offline Mode was removed from the feature list. ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Color by Number Coloring Pages vs Color Therapy Coloring Pages — Head to Head - **[Color Therapy Coloring Pages](https://marlvel.ai/intel-report/entertainment/color-therapy-coloring-pages)** by Danijel Cvetkovic: This app directly competes for the adult relaxation market by offering a similar library-based coloring experience focused on stress relief and artistic expression. - **Key differences:** - Offers a more mature, sophisticated aesthetic compared to the target's pixel-art focused design language. - Provides specialized customization tools that allow for more granular artistic control than the target app. - Maintains a dedicated artwork gallery feature that encourages long-term user retention through personal progress tracking. - **Where Color by Number Coloring Pages wins:** - ✅ Superior engagement through a modern pixel-art format that appeals to younger, trend-conscious demographics. - ✅ Significantly higher update frequency and recent maintenance, ensuring better compatibility with modern OS versions. - **Where Color Therapy Coloring Pages wins:** - ❌ More established brand positioning within the adult relaxation niche, potentially capturing higher-intent users. - ❌ Focus on traditional coloring aesthetics provides a broader appeal for users seeking a classic experience. - **Verdict:** The target app should leverage its higher update cadence to introduce social sharing features that the nemesis currently lacks to capture the community-driven segment. ### Contenders (Strong Challengers) - **[Colority™ My Coloring Pages](https://marlvel.ai/intel-report/entertainment/colority-my-coloring-pages)** by Danijel Cvetkovic: This app competes by offering a broad, utility-focused coloring experience that targets the same casual entertainment demographic as the target app. - Includes integrated social sharing functionality, allowing users to broadcast their creations directly to external platforms. - Features a more extensive image library that caters to a wider variety of user artistic preferences. ### Peers (What They Do Better) - **[Anti Stress Coloring Book](https://marlvel.ai/intel-report/entertainment/anti-stress-coloring-book)** by Danijel Cvetkovic: This app targets the same stress-relief value proposition, positioning itself as a therapeutic tool for the adult coloring audience. - Prioritizes user experience features specifically designed to minimize digital eye strain during long coloring sessions. - Offers a curated library focused exclusively on anti-stress patterns, differentiating from the target's diverse art styles. - **[Cute Dog Coloring Book Pages](https://marlvel.ai/intel-report/entertainment/cute-dog-coloring-book-pages)** by Danijel Cvetkovic: This app occupies the same niche by focusing on specific, theme-based coloring content that overlaps with the target's animal-themed pixel art. - Hyper-focused thematic content strategy allows for deeper engagement with specific user interest groups like pet owners. - Simplified interface design reduces friction for younger users compared to the target's broader pixel-art suite. ### New Kids on the Block (What's Innovative) - **[iColoring: Coloring Book Maker](https://marlvel.ai/intel-report/entertainment/icoloring-coloring-book-maker)** by APERO TECHNOLOGIES GROUP PTE.LTD: This app introduces AI-driven content generation, shifting the value proposition from static libraries to personalized, user-created coloring pages. - Leverages generative AI to convert user photos into custom coloring pages, offering infinite content variety. - **[Simple Coloring Books](https://marlvel.ai/intel-report/entertainment/simple-coloring-books)** by Ca Li Sa: This newcomer disrupts the space with a modern, high-precision tap-to-fill engine that challenges traditional coloring mechanics. - Implements a high-precision tap-to-fill system that significantly reduces the manual effort required for complex coloring. ## What's New - **Latest (v1.4, 2 years ago):** General performance and stability improvements. ## App Momentum (Zombie) {#momentum} - Ships regular stability updates. - Maintains high Android user rating. > **Cadence:** 2 total versions · 0 majors in last 6 months · 167 days since last update · 708 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Color by Number Coloring Pages is a market-leading entertainment app that is free with in-app purchases. With a 4.57/5 rating from 2.5K reviews, it delivers strong user satisfaction. > **Bottom Line:** The app maintains a strong niche following through its pixel-art format, but the lack of social features and AI-driven content puts it at risk of obsolescence, so the PM should prioritize social sharing to build community-driven retention. **Best for:** Adults seeking stress relief and creative relaxation through digital art therapy. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] [HIGH IMPACT] Ship social sharing integration because it is the top-requested feature → drive organic install velocity — *User sentiment analysis identifies lack of sharing as the primary complaint.* _(trade-off: deprioritize Pause new image library expansion — social features have higher retention impact.)_ - [ ] [MAINTAIN] [MEDIUM IMPACT] Audit tap-to-fill engine because new entrants offer higher precision → reduce churn to competitors — *New kids on the block are gaining traction with high-precision engines.* _(trade-off: deprioritize Same-quarter capacity available — no major lever displaced.)_ ### Feature Gaps vs Competitors - Social sharing functionality (available in Colority™ My Coloring Pages) - Generative AI content creation (available in iColoring: Coloring Book Maker) ### Outlook: Stable The coloring market is consolidating around social-first and AI-enhanced experiences, leaving static library apps like this one exposed to churn. The PM must transition to a more dynamic content model to prevent the current user base from migrating to more modern alternatives. - 🔴 The emergence of AI-driven coloring apps threatens the static library model, forcing a pivot to generative content to maintain relevance. - 🟢 High Android ratings confirm the core pixel-art mechanic remains effective for the target audience, providing a stable foundation for feature expansion. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.57/5 | | Total Reviews | 2.5K | | Sentiment | Excited (85/100) | | Confidence | High | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Color by Number Coloring Pages** (this app) | 4.57/5 | Excited | ZipoApps | | [iColoring: Coloring Book Maker](https://marlvel.ai/intel-report/entertainment/icoloring-coloring-book-maker) | 3.7/5 | N/A | APERO TECHNOLOGIES GROUP PTE.LTD | | [Color Therapy Coloring Pages](https://marlvel.ai/intel-report/entertainment/color-therapy-coloring-pages) | 4.5/5 | N/A | Danijel Cvetkovic | | [Anti Stress Coloring Book](https://marlvel.ai/intel-report/entertainment/anti-stress-coloring-book) | 3.6/5 | N/A | Danijel Cvetkovic | | [Colority™ My Coloring Pages](https://marlvel.ai/intel-report/entertainment/colority-my-coloring-pages) | 3.8/5 | N/A | Danijel Cvetkovic | | [Cute Dog Coloring Book Pages](https://marlvel.ai/intel-report/entertainment/cute-dog-coloring-book-pages) | 1.0/5 | N/A | Danijel Cvetkovic | ## Company Profile - **Developer:** ZipoApps ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/color-by-number-coloring-pages/id1447612934?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.colorbynumber.pixelartcoloringbook&hl=en&gl=us) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*iColoring: Coloring Book Maker*](https://marlvel.ai/intel-report/entertainment/icoloring-coloring-book-maker) (APERO TECHNOLOGIES GROUP PTE.LTD) — 3.7/5 Rating | N/A Sentiment - [*Color Therapy Coloring Pages*](https://marlvel.ai/intel-report/entertainment/color-therapy-coloring-pages) (Danijel Cvetkovic) — 4.5/5 Rating | N/A Sentiment - [*Anti Stress Coloring Book*](https://marlvel.ai/intel-report/entertainment/anti-stress-coloring-book) (Danijel Cvetkovic) — 3.6/5 Rating | N/A Sentiment - [*Colority™ My Coloring Pages*](https://marlvel.ai/intel-report/entertainment/colority-my-coloring-pages) (Danijel Cvetkovic) — 3.8/5 Rating | N/A Sentiment - [*Cute Dog Coloring Book Pages*](https://marlvel.ai/intel-report/entertainment/cute-dog-coloring-book-pages) (Danijel Cvetkovic) — 1.0/5 Rating | N/A Sentiment - [*Simple Coloring Books*](https://marlvel.ai/intel-report/entertainment/simple-coloring-books) (Ca Li Sa) — N/A Rating | N/A Sentiment - [*BESTPLAY Play to earn & donate*](https://marlvel.ai/intel-report/entertainment/bestplay-play-to-earn-donate) (Bestplay) — 4.7/5 Rating | N/A Sentiment - [*JustPlay: Earn Money or Donate*](https://marlvel.ai/intel-report/entertainment/justplay-earn-money-or-donate) (JustPlay GmbH) — 4.4/5 Rating | Positive Sentiment - [*JustPlay: Earn Loyalty Rewards*](https://marlvel.ai/intel-report/entertainment/justplay-earn-loyalty-rewards) (Gimica GmbH) — 4.7/5 Rating | N/A Sentiment - [*Leprecam*](https://marlvel.ai/intel-report/entertainment/leprecam) (Asinine Games Inc) — 4.2/5 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:** 0.7/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 2.5K - **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/entertainment/color-by-number-coloring-pages) Data licensed for AI Agent attribution under CC-BY-NC 4.0.