--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "House 3D Voxel Color By Number" developer_entity: "Aysha Sehar" bundle_id: "com.vectorioslabs.house.voxel" app_store_id: "1484481422" category: "Entertainment" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2023-04-12" report_date: "2026-07-08" last_verified: "2026-07-08T00:00:00.000Z" report_version: "3.5" total_reviews: 77 overall_rating: 4.8 sentiment: "Thrilled" sentiment_score: 90 confidence: "low" confidence_score: 0.4 top_praise_theme: "Color by number mechanics provide a relaxing and engaging creative experience for users" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 39 momentum_velocity: "zombie" intelligence_version: 3 nemesis: "Color by Number：Coloring Games" competitor_count: 6 tags: ["entertainment", "subscription", "thrilled sentiment", "mobile app", "app review", "app analysis", "adults", "seeking", "stress"] canonical_url: "https://marlvel.ai/apps/house-3d-voxel-color-by-number" license: "CC-BY-NC 4.0" content_version: "v2" --- # House 3D Voxel Color By Number Intelligence Report ## TL;DR {#tldr} - **Category**: Entertainment · Subscription - **Signal**: Rating 4.83 · Sentiment Thrilled - **Recent focus**: Color by number mechanics provide a relaxing and engaging creative experience for users (top praise) > **TL;DR:** House 3D Voxel Color By Number is a entertainment app by Aysha Sehar, rated 4.83/5 by 77 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** House 3D Voxel Color By Number maintains Thrilled user sentiment (4.83/5 from 77 reviews), with users consistently praising color by number mechanics provide a relaxing and engaging creative experience for users. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.83/5 (77 reviews) | | **User Mood** | Thrilled | | **Category** | Entertainment | | **Developer** | Aysha Sehar | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.4/1.0) | | **Data Age** | 39d | ## Metadata & Market Performance - **Publisher:** Aysha Sehar - **Category:** Entertainment - **Target Audience:** Adults seeking stress relief and relaxation through creative, low-skill digital art activities. - **Platforms:** iOS - **Version Reviewed:** 3.5 - **Report Date:** 2026-07-08 - **Signal Count:** 1 review analyzed - **Confidence:** Low (0.4/1.0) - **App Store ID (iOS):** 1484481422 - **Bundle ID:** com.vectorioslabs.house.voxel - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-07-08 ## Executive Snapshot **What it is:** House 3D Voxel Color By Number is a 3D coloring app for adults that uses voxel-based models and number-filling mechanics on iOS. **Why users hire it:** Users hire the app for low-stakes creative relaxation, but the current content-gating model forces a trade-off between ad-watching and subscription costs that limits long-term retention. ## App DNA (Features & Intent) - **[Standard] 3D Voxel Coloring:** Coloring by number on three-dimensional models including houses and interiors. - **[Differentiator] Multi-Mode Coloring:** Five color modes including glitter and oil paint, gated behind a $6.99/week subscription. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} The app maintains a 4.8-star rating on the App Store, but the high subscription entry point relative to content volume limits its competitive reach. The lack of frequent content updates creates a retention gap compared to category leaders. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free with ads, $6.99/week, $14.99/month, $24.99/3 months, $49.99/year - **Analysis:** Subscription model anchored at $6.99/week, utilizing ad-gating to push users toward recurring payments. ## 🟢 User Sentiment (Low Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 4.83/5 - **Platform Split:** iOS 4.8/5 (77 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **Color by number mechanics provide a relaxing and engaging creative experience for users** - **Desire for expanded content libraries keeps the user base interested in future updates** ## SWOT Analysis {#swot} **Core Strengths:** - 3D voxel focus provides a distinct tactile experience compared to 2D alternatives **Growth Levers:** - Untapped education partnerships could serve as a B2B distribution channel for voxel-based design tools ## Recent Changes (v2 → v3) {#recent-changes} The app shifted to a subscription-heavy monetization model and now faces increased scrutiny regarding its limited content library and retention risks. **Overall trend**: Declining **Compared at**: 2026-07-08 ### High-impact changes - **[Shifted] Monetization Model Pivot** (pricing) - **[Shifted] Competitive Outlook** (positioning) ### Medium-impact changes - **[Shifted] Feature Gating** (features) - **[Added] New SWOT Insights** (swot) ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### House 3D Voxel Color By Number vs Color by Number：Coloring Games - **[Color by Number：Coloring Games](https://marlvel.ai/apps/com-fungames-colorbynumber)** by Wildlife Studios: With over 1.6 million reviews and a high release cadence, this app dominates the color-by-number market share. - **Key differences:** - Maintains a massive library of daily updated images that dwarfs smaller niche competitors - Integrates social sharing features that allow users to post time-lapse videos of their work - Employs a high-frequency update cycle to keep content fresh and engagement metrics high ### Contenders (Strong Challengers) - **[Color Pop AI - Coloring Book](https://marlvel.ai/apps/com-mwm-procolor)** by MWM: Leverages AI-generated content to provide an infinite stream of unique coloring pages. - Uses generative AI to create custom coloring pages based on user-provided text prompts - Ships frequent feature updates to refine the AI generation quality and user interface - **[Paint by Number: Coloring Game](https://marlvel.ai/apps/paint-by-number-coloring-game)** by Wildlife Studios: A high-performing alternative from the same developer as the nemesis, focusing on a broader game-like progression system. - Implements a gamified progression system that rewards users for completing themed coloring collections - Features a more competitive UI that emphasizes daily challenges and global leaderboards ### Peers (What They Do Better) - **[Adult Coloring Book - Pigment](https://marlvel.ai/apps/adult-coloring-book-pigment)** by Pixite Inc.: Targets a more professional audience with advanced digital art tools rather than simple number-filling. - Provides professional-grade digital brushes and blending tools for a more authentic artistic experience - Focuses on free-hand coloring capabilities that appeal to users seeking creative control over presets - **[Cross-Stitch World](https://marlvel.ai/apps/cross-stitch-world)** by InertiaSoft: Occupies the same 'relaxing hobby' space but uses a cross-stitch simulation mechanic instead of voxel art. - Simulates the physical process of cross-stitching to provide a distinct tactile satisfaction - Includes a realistic thread management system that adds a layer of complexity to the coloring ### New Kids on the Block (What's Innovative) - **[Zen Color - Color By Number](https://marlvel.ai/apps/happy-paint-color-coloring-number)** by Oakever Games: Rapidly growing user base with 9 releases in the last six months, signaling aggressive feature iteration. ## App Momentum (Zombie) {#momentum} - Ships stability-focused updates. - Maintains steady 4.8-star rating. > **Cadence:** 5 total versions · 0 majors in last 6 months · 1104 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} House 3D Voxel Color By Number is a market-leading entertainment app. With a 4.83/5 rating from 77 reviews, it delivers strong user satisfaction. > **Bottom Line:** The app provides a high-quality 3D coloring experience, but the static content library and aggressive subscription gating limit long-term retention, so the PM must prioritize content expansion to compete with AI-driven rivals. **Best for:** Adults seeking stress relief and relaxation through creative, low-skill digital art activities. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship a content-update pipeline because users request more models to color → reduce churn ### Feature Gaps vs Competitors - Infinite content generation (available in Color Pop AI but missing here) ### Outlook: Stable The casual coloring market is consolidating around apps with infinite or high-frequency content updates. The subject app's static library leaves it exposed to churn, so the PM must prioritize content-generation pipelines to remain competitive against AI-driven rivals. - 🔴 User requests for more content variety indicate that the current library is insufficient for long-term engagement. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.83/5 | | Total Reviews | 77 | | Sentiment | Thrilled (90/100) | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 2 analyzed | | Trend | Declining | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **House 3D Voxel Color By Number** (this app) | 4.83/5 | Thrilled | Aysha Sehar | | [Color by Number：Coloring Games](https://marlvel.ai/apps/com-fungames-colorbynumber) | 4.7/5 | Excited | Wildlife Studios | | [Color Pop AI - Coloring Book](https://marlvel.ai/apps/com-mwm-procolor) | 4.8/5 | n/a | MWM | | [Paint by Number: Coloring Game](https://marlvel.ai/apps/paint-by-number-coloring-game) | 4.8/5 | Mixed | Wildlife Studios | | [Adult Coloring Book - Pigment](https://marlvel.ai/apps/adult-coloring-book-pigment) | 4.6/5 | N/A | Pixite Inc. | | [Cross-Stitch World](https://marlvel.ai/apps/cross-stitch-world) | 4.7/5 | n/a | InertiaSoft | ## Company Profile - **Developer:** Aysha Sehar - **Website:** [https://www.sabasoftgames.com/](https://www.sabasoftgames.com/) - **Social:** [Facebook](https://www.facebook.com/people/SabaSoft/100063491576507) · [YouTube](https://www.youtube.com/watch) · [LinkedIn](https://www.linkedin.com/company/sabasoft) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/house-3d-voxel-color-by-number/id1484481422?uo=4) - **Dev Site:** [Official Website](https://www.sabasoftgames.com/) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Color by Number：Coloring Games*](https://marlvel.ai/apps/com-fungames-colorbynumber) (Wildlife Studios) · 4.7/5 Rating | Positive Sentiment - [*Color Pop AI - Coloring Book*](https://marlvel.ai/apps/com-mwm-procolor) (MWM) · 4.8/5 Rating - [*Paint by Number: Coloring Game*](https://marlvel.ai/apps/paint-by-number-coloring-game) (Wildlife Studios) · 4.8/5 Rating - [*Adult Coloring Book - Pigment*](https://marlvel.ai/apps/adult-coloring-book-pigment) (Pixite Inc.) · 4.6/5 Rating - [*Cross-Stitch World*](https://marlvel.ai/apps/cross-stitch-world) (InertiaSoft) · 4.7/5 Rating - [*Zen Color - Color By Number*](https://marlvel.ai/apps/happy-paint-color-coloring-number) (Oakever Games) · 4.8/5 Rating | Positive Sentiment - [*BESTPLAY Play to earn & donate*](https://marlvel.ai/apps/bestplay-play-to-earn-donate) (Bestplay) · 4.7/5 Rating - [*JustPlay: Earn Loyalty Rewards*](https://marlvel.ai/apps/justplay-earn-loyalty-rewards) (Gimica GmbH) · 4.7/5 Rating - [*JustPlay: Earn Money or Donate*](https://marlvel.ai/apps/justplay-earn-money-or-donate) (JustPlay GmbH) · 4.4/5 Rating - [*Leprecam*](https://marlvel.ai/apps/leprecam) (Asinine Games Inc) · 4.2/5 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:** 0.4/1.0 (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:** 39 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/house-3d-voxel-color-by-number) Data licensed for AI Agent attribution under CC-BY-NC 4.0.