ColorLover is a lifestyle app that provides personal color self-diagnosis and cosmetic product recommendations based on a proprietary colorist dataset.
The App DNA
What makes this app unique?
Users hire ColorLover to minimize beauty purchasing errors by identifying their seasonal color tone, seeking a scientific basis for makeup and outfit selection.
For Beauty-conscious individuals seeking professional-grade personal color analysis and tailored cosmetic recommendations.
What does it look like?
Key features
Algorithm-based color analysis developed from a dataset of 2,500 individuals.
Matches cosmetic products to user-specific color tones.
How much does it cost?
Monetization shifts from free diagnostic acquisition to direct commerce via the new shopping tab.
Velocity
Dormant developmentmonetizationShow more...
The app has not received a public update in over 18 months, indicating a complete cessation of development activity. The last recorded release introduced a shopping tab, but no subsequent updates, bug fixes, or live operations have been documented since early 2025. Given the lack of activity for well over the 3-month threshold, the app is classified as a zombie.
Who built it?
User Sentiment
What do users think recently?
The recent review mood reads frustrated. Users appreciate personal color analysis tools provide helpful feedback for makeup and outfit selection and product filtering and shade matching features assist users in finding suitable cosmetics.
How are ratings & reviews evolving?
What users say, by theme
- Personal color analysis tools provide helpful feedback for makeup and outfit selection
- Product filtering and shade matching features assist users in finding suitable cosmetics
- Authentication failures prevent users from accessing accounts via Google or Apple login
27 of 27 recent reviews analyzed · moderate confidence · Frustrated overall
Read the full review analysisUnlock 2 more frustration themes and 2 user requests, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for ColorLover-Personal Color Test
How's the Lifestyle market?
ColorLover operates in the beauty-lifestyle niche with a 3.37-star rating across 87 reviews. The reliance on a Korean-centric database and language barrier restricts its market position compared to global AI-aesthetic competitors.
Read the market outlookThe rivals identified
By FOREFO
This app competes for the same beauty-conscious demographic by offering granular, instructional content that complements personal color analysis.
- Provides a deep library of grooming and shaping tutorials that ColorLover currently lacks entirely
- Focuses on actionable physical maintenance techniques rather than the abstract color theory of ColorLover
Black Men Beard StylesContender
Chrome NailsContender
Makeup Tutorials for BeginnersContender
Hairstyle Videos Step by StepContenderUnlock the head-to-head verdict: where this rival wins, and where it loses.
Access the full report for freeThe Analyst's Read
Key takeaways for ColorLover-Personal Color Test
Where is it heading?
The app is currently in a defensive posture due to technical instability and a lack of localization. Unless the team addresses the authentication failures and opens support channels to non-Korean speakers, the app risks losing its niche position to global AI-aesthetic competitors.
- Critical login regressions in the latest update prevent account access, which directly causes the current rating decline.
- Defunct support channels and Korean-only documentation alienate the international user base, limiting the app's addressable market.
The SWOT
- Proprietary color algorithm built on 2,500-person dataset
- High-utility cosmetic matching by seasonal tone
- Localization of brand names for international markets
- Expansion of hair-color diversity in diagnostic logic
Next best moves
Rebuild authentication flow because login failures are the top-reported churn driver → restore account access
+ 1 more prioritized moveThe counter-intuitive read
The app's reliance on a Korean-specific dataset is…
Read the full takeFeature gaps
Real-time AR try-on (available in Mary Kay MirrorMe but absent here) +1
Since the last report: The app remains in a zombie state with no product updates, but the competitive intelligence has been refined to better highlight the threat posed by AI-aesthetic rivals.
Bottom line
ColorLover provides a high-utility diagnostic tool, but the current login regressions and language barriers prevent it from scaling internationally, so the team must prioritize authentication stability to stop the current churn surge.
Unlock 3 critical frictions, 2 market threats, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
- [1] App Store listing and user reviews, source
Report last updated