Cross-Stitch: Color by Number

Cross-Stitch: Color by Number

By 炳甲 梁

Cross-Stitch: Color by Number is a digital embroidery simulator for mobile devices that allows users to create patterns from photos.

The App DNA

What makes this app unique?

Users hire this app for low-stakes creative relaxation and the ability to turn personal photos into custom embroidery projects.

For Casual mobile gamers and hobbyists interested in digital embroidery and coloring activities.

What does it look like?

Key features

Photo-to-Stitch Conversionedge

Tool that transforms user-uploaded images into custom cross-stitch patterns. [Revenue Link: Premium-tier gate ($9.99/month) — direct paid-conversion lever for power users seeking personalized content.]

Weekly Pattern Updatesstandard

Continuous addition of new embroidery designs. [Revenue Link: Content-refresh loop — increases session frequency and long-term retention.]

How much does it cost?

subscription$9.99/Month$59.99/Year

Subscription-based model anchored at $9.99/month, gating custom photo conversion and ad-free access.

Velocity

Maintenance developmentnew contentUX improvementsperformanceShow more...

The app exhibits a maintenance-level release cadence, with only two updates recorded over the last three months across Android and iOS platforms. Development is currently focused on content discovery and general performance refinements. The latest release added a recommended patterns feature to improve navigation, while previous updates focused on stability and theme curation. Given the current frequency of updates, the development momentum remains stable but limited in scope.

See all version history

Who built it?

炳甲 梁

3 apps tracked · Entertainment

Mandala Coloring BookMandala Coloring BookDoodle Magic - Draw, PaintDoodle Magic - Draw, Paint
Explore the full publisher profile

User Sentiment

What do users think recently?

Review voice lately leans frustrated. Users appreciate the core cross-stitch mechanic provides a relaxing and satisfying creative outlet for long-term players and the ability to import personal photos allows for an endless supply of custom stitching projects, but report aggressive ad frequency and intrusive pop-ups disrupt the gameplay experience for both free and paying users.

How are ratings & reviews evolving?

May 25: 3 reviews (1 positive · 0 neutral · 2 negative)Jun 1: 5 reviews (1 positive · 1 neutral · 3 negative)Jun 8: 2 reviews (0 positive · 0 neutral · 2 negative)Jun 15: 3 reviews (1 positive · 0 neutral · 2 negative)Jun 22: 3 reviews (1 positive · 1 neutral · 1 negative)Jul 6: 2 reviews (0 positive · 0 neutral · 2 negative)Jul 13: 8 reviews (1 positive · 1 neutral · 6 negative)8Jul 20: 3 reviews (1 positive · 1 neutral · 1 negative)Aug 3: 1 reviews (0 positive · 0 neutral · 1 negative)May 25Aug 3
Positive Neutral Negative
2.0

Weekly average review rating

Google Play
4.36 · 195k
App Store
4.65 · 16k

What users say, by theme

What Users Love
  • The core cross-stitch mechanic provides a relaxing and satisfying creative outlet for long-term players
  • The ability to import personal photos allows for an endless supply of custom stitching projects
What Frustrates Users
  • Aggressive ad frequency and intrusive pop-ups disrupt the gameplay experience for both free and paying users
+ 2 more themes
What Users Want 2 requests inside

89 of 99 recent reviews analyzed · high confidence · Frustrated overall

Read the full review analysis

Unlock 2 more frustration themes and 2 user requests, each backed by review evidence.

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Competition

Competitive landscape for Cross-Stitch: Color by Number

How's the Entertainment market?

Cross-Stitch: Color by Number holds a #94 Grossing rank in the US Board Game category. The gap between its free-to-play entry and premium-gated conversion suggests monetization friction for casual users.

The rivals identified

The Analyst's Read

Key takeaways for Cross-Stitch: Color by Number

Where is it heading?

Casual puzzle interest is shifting toward higher-fidelity experiences, leaving this app exposed to churn if technical reliability does not improve. The reliance on AI-generated content risks alienating the core hobbyist base, which will compress lifetime value if not balanced with high-quality, hand-crafted assets.

  • Technical instability and progress loss following the latest update frustrate users, which compounds the rating drag already visible on Android.
  • The shift toward AI-generated art packs reduces the perceived quality of content, accelerating churn pressure on the casual base.

The SWOT

Core Strengths
  • Photo-to-stitch conversion tool functions as a primary retention hook for power users
Critical Frictions 1 weakness inside
Growth Levers
  • Untapped B2B partnerships with craft-education platforms could diversify distribution channels
Market Threats 1 threat identified

Next best moves

1 Invest · 1 Pivot · 1 Maintain

Ship cloud-save because it is the top-requested missing feature → unlock data-loss frustration

+ 2 more prioritized moves

The counter-intuitive read

The reliance on AI-generated content is a short-term…

Read the full take

Since the last report: The report shows a shift toward active content quality management and the identification of B2B growth channels, while maintaining the core technical and monetization challenges identified previously.

Bottom line

Cross-Stitch: Color by Number retains core users through its photo-conversion tool, but technical instability and ad-heavy design threaten the long-term funnel, so the PM must prioritize cloud-save implementation to stabilize the user base.

Unlock 1 critical friction, 1 market threat, 2 more prioritized moves and the analyst’s take.

Access the full report for free

FAQ

Is Cross-Stitch: Color by Number free to play?
The app is free to download, but it uses a subscription model ($9.99/month) to gate custom photo-to-stitch conversion and remove ads.
Does the app support cloud saving for my progress?
No, user reviews indicate that the app currently lacks a cloud-save feature, which has led to progress loss for some players when switching devices.
Is this app suitable for children?
The app is rated 'Everyone' on Android and '4+' on iOS, but it contains frequent ads and in-app subscription prompts.

Sources

  1. [1] Play Store reviews, source
  2. [2] App Store, source

Report last updated

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with automated quality gates, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by Cross-Stitch: Color by Number, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

What's new

The report shows a shift toward active content quality management and the identification of B2B growth channels, while maintaining the core technical and monetization challenges identified previously.

added

B2B Partnership Opportunity

improved

Refined Weakness Definition

shifted

Executive Summary Tone

improved

Strength Clarification

Cite this report

Marlvel.ai. “Cross-Stitch: Color by Number Intelligence Report.” Updated Aug 8, 2026. https://marlvel.ai/apps/cross-stitch-color-by-number-1

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