Report updated May 17, 2026
iColoring: Coloring Book Maker
For families and individuals seeking simple, AI-assisted creative activities for children or personal use.
iColoring: Coloring Book Maker is an established entertainment app that is available. With a 3.7/5 rating from 3 reviews, it shows polarized user reception.
What is iColoring: Coloring Book Maker?
iColoring is an AI-powered creative tool for iOS and Android that transforms personal photos into coloring book pages.
Users hire the app to generate unique, personalized art for children or relaxation, bypassing the repetitive nature of static, pre-drawn coloring books.
Current Momentum
v1.4 · 5d ago
Intense- Shipped personalized coloring collection feature.
- Launched Android version in April 2026.
Active Nemesis
Color by Number：Coloring Games
By Wildlife Studios
Other Rivals
7-Day Rank Pulse 🇺🇸
EntertainmentNo ranking data
Rating Pulse 🇺🇸
What makes this app unique?
What Does It Look Like?
What Are The Key Features?
Converts uploaded personal photos into line art or coloring outlines using AI processing
Applies specific visual filters including cartoon, sketch, and line art to generated images
Allows users to export and store generated coloring pages to local device storage
How much does it cost?
- Weekly plan with 90 image generations
- Yearly plan with 900 image generations
Subscription model uses volume-based gating to differentiate between weekly and yearly tiers.
Who Built It?
APERO TECHNOLOGIES GROUP PTE
Providing accessible, AI-driven creative and productivity tools to help users generate content and manage documents with minimal effort.
Portfolio
10
Apps
What other apps does APERO TECHNOLOGIES GROUP PTE make?
Languoso: AI Language Tutor
Notica - AI Meeting Notes
dScanner: Ai Scan PDF, Doc
Genius - AI Photo Editor
Trendora - AI Video Generator
Picify: AI Photo Generator
Explore the full APERO TECHNOLOGIES GROUP PTE report
Portfolio breakdown, audience, momentum, and every app published by APERO TECHNOLOGIES GROUP PTE.
What do users think recently?
Analysis in progress, available soon
View the full user-sentiment analysis
Mood gauge, ratings & review-volume history, every praise / complaint / request, and sentiment over time.
What is the competitive landscape for iColoring: Coloring Book Maker?
How's The Entertainment Market?
How does it evolve in the Entertainment market?
The app currently ranks #140 in Art & Design (AU) and #73 in its category (UY), signaling early-stage discovery. Its lack of a massive, pre-loaded content library forces a reliance on user-generated input that limits the reach compared to established 'Color by Number' competitors.
Rank progression
4 active rankings tracked — 30-day window
The rivals identified
Nemeses(1)
Dominates the coloring niche with massive scale and a high-frequency release cadence that keeps the product at the top of search results.
Differentiators
- Maintains a massive content library updated weekly to prevent user churn in a repetitive genre
- Leverages Wildlife Studios' cross-promotion network to drive organic acquisition at a scale target cannot match
- Implements a highly optimized subscription funnel that converts casual users into recurring revenue streams
Head to head
The target app must lean into its unique AI-photo-to-coloring-page value proposition to differentiate from the standardized, high-volume content library of the nemesis.
Contenders(2)
Positions itself as a premium, professional-grade coloring experience for a more mature audience.
Differentiators
- Focuses on professional-grade digital brushes and tools that mimic real-world artistic media for serious hobbyists
- Targets a 'Lifestyle' audience rather than casual gamers, emphasizing artistic expression over simple color-filling mechanics
Directly competes on the AI-generation value proposition with a high-velocity release schedule.
Differentiators
- Aggressively integrates AI-generation tools to create custom coloring pages, directly challenging the target's core feature
- Maintains a high release cadence of 25 updates in six months, signaling rapid feature iteration and testing
Same space(2)
Focuses on the 'Zen' and relaxation market segment, competing for the same mental-wellness audience.
Differentiators
- Positions the product as a mindfulness and stress-relief tool rather than a simple creative gaming app
- Uses a minimalist, calming UI design that differentiates it from the cluttered interfaces of typical coloring games
A massive player in the adjacent 'Color by Number' sub-genre with a highly established user base.
Differentiators
- Specializes in pixel-art aesthetics which creates a distinct visual identity compared to standard line-art coloring
- Utilizes a proven, highly addictive progression loop that keeps users engaged through daily challenges and events
New entrants(1)
An emerging threat that uses AI to transform photos, overlapping with the target's core conversion technology.
Differentiators
- Applies sophisticated AI style-transfer filters to photos, which could easily pivot into coloring page generation
- Focuses on viral social media trends to drive user acquisition, a strategy the target app could emulate
Compare iColoring: Coloring Book Maker against every rival
All rivals in one side-by-side table — identity, store metrics, ratings & sentiment, and strategic intel — plus a head-to-head page for each.
The outtake for iColoring: Coloring Book Maker
Strengths to defend, gaps to attack
Core Strengths
- AI-driven photo-to-coloring conversion provides a distinct creative output
- Simple, family-friendly interface lowers the barrier to entry
Critical Frictions
- 3.67 rating on iOS indicates early-stage quality issues
- No curated content library forces users to provide all input images
Growth Levers
- B2B partnerships with schools for personalized coloring collections
- Integration of wearable-based art sharing
Market Threats
- High-frequency release cadence from Color Pop AI
- Established user bases in 'Color by Number' apps drain casual traffic
What are the next best moves?
A/B test a free, limited-access library because user reviews prioritize content variety over generation volume → increase day-1 retention.
The lack of a curated library is a primary differentiator for the nemesis, Color by Number.
Trade-off: Pause the AI-model refinement sprint — content variety is a higher-leverage acquisition driver.
Audit the 90-image weekly limit because it creates a hard ceiling for power users → reduce churn.
Subscription gating is the primary revenue link, but volume limits may be too restrictive for families.
Trade-off: Same-quarter capacity available — no major lever displaced.
A counter-intuitive read
The app's reliance on user-provided photos is a feature, not a bug, because it creates a personalized collection that static 'Color by Number' libraries cannot replicate.
Feature Gaps vs Competitors
- Curated, high-volume content library (available in Color by Number but missing here)
- Daily progression challenges (available in Pixel Art but missing here)
Key Takeaways
iColoring differentiates through AI-photo conversion, but its reliance on user-provided input creates a retention gap against library-based rivals, so the PM must introduce curated content to stabilize the user base.
Where Is It Heading?
Mixed Signals
The coloring market is consolidating around high-frequency content updates, leaving iColoring exposed to rivals that offer instant, library-based gratification. The PM must pivot from pure AI-generation to a hybrid model that includes curated content to prevent churn.
The recent launch of the Android version expands the addressable market, but the lack of a curated content library limits organic growth.
High-frequency updates from competitors like Color Pop AI threaten to erode the app's unique AI-generation value proposition before it gains scale.