--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Color by Number：Coloring Games" developer_entity: "Wildlife Studios" bundle_id: "com.tfgco.apps.coloring.free.color.by.number" app_store_id: "1317978215" category: "Board" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-08-06" report_date: "2026-08-11" last_verified: "2026-08-11T00:00:00.000Z" report_version: "13.10.0" total_reviews: 2245711 overall_rating: 4.7 sentiment: "Mixed" sentiment_score: 45 confidence: "high" confidence_score: 0.8 top_praise_theme: "The core coloring mechanic provides a relaxing and stress-relieving experience for casual daily players" top_complaint_theme: "Aggressive ad frequency interrupts the coloring flow and creates a frustrating experience for free users" review_sample_size: 99 total_review_count: 99 analyzed_review_count: 64 data_age_days: 5 momentum_velocity: "active" intelligence_version: 3 tags: ["board", "freemium", "mixed sentiment", "mobile app", "app review", "app analysis", "casual", "mobile", "gamers"] canonical_url: "https://marlvel.ai/apps/color-by-number-coloring-games" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ 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. --- # Color by Number：Coloring Games Intelligence Report ## TL;DR {#tldr} - **Category**: Board · Freemium - **Signal**: Rating 4.71 · Sentiment Mixed - **Recent focus**: Aggressive ad frequency interrupts the coloring flow and creates a frustrating experience for free users (top complaint) · The core coloring mechanic provides a relaxing and stress-relieving experience for casual daily players (top praise) > **TL;DR:** Color by Number：Coloring Games is a board app by Wildlife Studios, rated 4.71/5 by 2.2M users, with Mixed user sentiment (45/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Color by Number：Coloring Games shows Mixed sentiment (4.71/5 from 2.2M reviews) - users praise the core coloring mechanic provides a relaxing and stress-relieving experience for casual daily players but report issues with aggressive ad frequency interrupts the coloring flow and creates a frustrating experience for free users. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.71/5 (2.2M reviews) | | **User Mood** | Mixed | | **Category** | Board | | **Developer** | Wildlife Studios | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | High (0.8/1.0) | | **Data Age** | 5d | ## Metadata & Market Performance - **Publisher:** Wildlife Studios - **Category:** Board - **Target Audience:** Casual mobile gamers and hobbyists seeking stress-relief through digital art. - **Platforms:** iOS & Android - **Version Reviewed:** 13.10.0 - **Report Date:** 2026-08-11 - **Signal Count:** 99 reviews analyzed - **Confidence:** High (0.8/1.0) - **App Store ID (iOS):** 1317978215 - **Bundle ID:** com.tfgco.apps.coloring.free.color.by.number - **Google Play ID:** com.tfgco.apps.coloring.free.color.by.number - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-08-11 - **Short Description:** Pixel art painting game book. 3D Sandbox drawing adult sketchbook paint game. ## Executive Snapshot **What it is:** Color by Number is a pixel-art coloring game for casual hobbyists, featuring community sharing and custom image imports on iOS and Android. **Why users hire it:** Users hire this app for low-stakes stress relief and creative expression, using the coloring loop to fill downtime. ## App DNA (Features & Intent) - **[Differentiator] Custom Image Import:** Converts user-uploaded photos into templates, increasing time-in-app and ad-inventory per session. * *User Intent:* Users value self-expression and personalized experiences. - **[Differentiator] Community Sharing:** Social feed for posting and viewing art, reducing 30-day churn via network effects. * *User Intent:* Users seek social connection and competitive engagement with peers. - **[Standard] Pixel Art Library:** Curated content loop driving daily active usage and total ad-impression volume. * *User Intent:* Users are motivated by consistent progression and daily incentives. ## Market Position {#market-position} Color by Number maintains top-10 Board category rankings across major markets like the US and Germany. The high volume of ratings (2.2M+) relative to its category peers signals a dominant discovery funnel, though the monetization friction creates a ceiling for long-term LTV. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with ad-supported access, In-app purchases for premium content - **Analysis:** Freemium model relies on ad-supported engagement for the free tier with IAP gates for specific content. ## 🟡 User Sentiment (High Confidence: 64 of 99 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.71/5 - **Platform Split:** iOS 4.7/5 (1.8M ratings) | Android 4.6/5 (487.3K ratings) - **Overall Sentiment:** Mixed ### Top Praises - **The core coloring mechanic provides a relaxing and stress-relieving experience for casual daily players** - **Community features like following other creators and repainting shared art foster a sense of connection** - **The ability to upload custom photos for coloring adds significant value for creative users** ### Top Complaints (Impact Areas) - **Aggressive ad frequency interrupts the coloring flow and creates a frustrating experience for free users** ## SWOT Analysis {#swot} **Core Strengths:** - Community-sharing network effects reduce 30-day churn - Custom-image import increases session-based ad inventory **Growth Levers:** - Untapped education partnerships for B2B distribution - Granular brush-tooling for power-user retention ## Recent Changes (v2 → v3) {#recent-changes} The report shows a shift in strategic focus from internal reputational risk management to competitive market positioning and feature-led retention. **Overall trend**: Mixed **Compared at**: 2026-08-11 ### High-impact changes - **[Shifted] Market Category Refinement** (positioning) ### Medium-impact changes - **[Added] New SWOT Items** (swot) - **[Shifted] PM Roadmap Pivot** (positioning) - **[Shifted] Outlook Trend** (sentiment) ## What's New - **Latest (v13.10.0, 1 weeks ago):** Added new images. ## App Momentum (Active) {#momentum} - Ships new images in latest release. - Maintains top-10 category rank globally. > **Cadence:** 2 total versions · 2 majors in last 6 months · 5 days since last update · 8 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Color by Number：Coloring Games is a board app that is free with in-app purchases. With a 4.71/5 rating from 2.2M reviews, it shows mixed user reception. > **Bottom Line:** Color by Number maintains a strong category lead through its community-sharing loop, but the aggressive ad-monetization strategy is eroding user sentiment, so the PM should prioritize a tiered ad-frequency test to protect long-term retention against emerging puzzle rivals. **Best for:** Casual mobile gamers and hobbyists seeking stress-relief through digital art. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] A/B test ad-frequency caps because user reviews flag interruptions as the top frustration → reduce churn ### Outlook: Mixed The casual puzzle market is consolidating around high-retention live-ops, and Color by Number's reliance on ad-inventory volume leaves it vulnerable to competitors with more balanced monetization. If the team does not address the ad-interruption friction, the current rating baseline will likely compress as user frustration compounds. - 🔴 Frequent user complaints regarding ad frequency suggest the current monetization model is approaching a churn-inducing threshold. - ⚪ The latest release ships new images, confirming the team is prioritizing content-loop maintenance over core-UX expansion. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.71/5 | | Total Reviews | 2.2M | | Sentiment | Mixed (45/100) | | Confidence | High | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Color by Number：Coloring Games** (this app) | 4.71/5 | Mixed | Wildlife Studios | | [10000 Dice Game](https://marlvel.ai/apps/10000-dice-game-1) | 4.8/5 | N/A | Appzitter Technologies LLP | | [101 Okey Online HD Yüzbir](https://marlvel.ai/apps/101-okey-online-hd-yuzbir) | 5.0/5 | N/A | Alper Games | | [4 Baviux in a row](https://marlvel.ai/apps/4-baviux-in-a-row) | 4.6/5 | N/A | Baviux | | [81Dojo (World Online Shogi)](https://marlvel.ai/apps/81dojo-world-online-shogi) | 4.7/5 | N/A | 81Dojo | | [Advanced Defense Chess Puzzles](https://marlvel.ai/apps/com-chessking-android-learn-advanceddefense) | 4.7/5 | N/A | Chess King | ## Company Profile - **Developer:** Wildlife Studios - **Website:** [https://wildlifestudios.com/games/color-by-number/](https://wildlifestudios.com/games/color-by-number/) - **Social:** [Instagram](https://www.instagram.com/WildlifeStudios) · [Facebook](https://www.facebook.com/Wildlife-Studios-168539526551930/?ref=py_c) · [X/Twitter](https://twitter.com/wildlifestudios) · [YouTube](https://www.youtube.com/channel/UCgYHGkTMJ6iInwyNWOCmbkA) · [LinkedIn](https://www.linkedin.com/company/wildlife-studios) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/color-by-number-coloring-games/id1317978215?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.tfgco.apps.coloring.free.color.by.number&hl=en&gl=us) - **Dev Site:** [Official Website](https://wildlifestudios.com/games/color-by-number/) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*10000 Dice Game*](https://marlvel.ai/apps/10000-dice-game-1) (Appzitter Technologies LLP) · 4.8/5 Rating - [*101 Okey Online HD Yüzbir*](https://marlvel.ai/apps/101-okey-online-hd-yuzbir) (Alper Games) · 5.0/5 Rating - [*4 Baviux in a row*](https://marlvel.ai/apps/4-baviux-in-a-row) (Baviux) · 4.6/5 Rating - [*81Dojo (World Online Shogi)*](https://marlvel.ai/apps/81dojo-world-online-shogi) (81Dojo) · 4.7/5 Rating - [*Advanced Defense Chess Puzzles*](https://marlvel.ai/apps/com-chessking-android-learn-advanceddefense) (Chess King) · 4.7/5 Rating - [*A Game of Thrones: Board Game*](https://marlvel.ai/apps/a-game-of-thrones-board-game) (Twin Sails Interactive) · 3.2/5 Rating - [*AI Gomoku - Renju Five*](https://marlvel.ai/apps/com-brainwave-aigomoku) (BrainWave Games) · 4.4/5 Rating - [*Alias - Party Words Game*](https://marlvel.ai/apps/com-eigenapp-alias) (eigenapp) · N/A Rating - [*Amazing TicTacToe*](https://marlvel.ai/apps/amazing-tictactoe) (A.C. Games) · N/A Rating - [*Ancient Games*](https://marlvel.ai/apps/ancient-games) (Sullivan Bousiniere) · 4.5/5 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:** 0.8/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 99 - **Data Sources:** user reviews, developer website, company about page, 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:** 5 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/color-by-number-coloring-games) Data licensed for AI Agent attribution under CC-BY-NC 4.0.