Report updated Mar 31, 2026
WhatColors: AI Color Analysis
Style-conscious individuals, fashion enthusiasts, and shoppers looking to optimize their wardrobe and appearance through data-driven color theory.
What Is WhatColors: AI Color Analysis?
Launched Mar 31, 2024
Updated Mar 2026
What users think iIndependent intel reports to help builders create better apps or enhance existing ones. Still in beta, accuracy and relevancy get better every day. For informational purposes only.
What does it look like?
What are the key features?
Instant seasonal color analysis using camera-based detection to determine skin tone and undertones.
Tools to plan and curate outfits for specific occasions like work, travel, or dates.
Digital wardrobe organization allowing users to save items, tag colors, and curate favorites.
Personalized advice on the best hair colors and makeup shades based on the user's seasonal palette.
Scan clothing items to verify if they align with the user's best color palette.
What do users think? iIndependent intel reports to help builders create better apps or enhance existing ones. Still in beta, accuracy and relevancy get better every day. For informational purposes only.
“Recent user voice shows a frustrated sentiment. Users appreciate general satisfaction, but report aggressive monetization and paywalls and app functionality and freezing.”
What Users Love
very nice
very fun and unexpected
Pain Points
You can't do ANYTHING without spamming friends or paying.
Just what is the point of having a FREE app that doesn't work unless you pay???
frozen on first screen after I click on "start my journey"
app doesn't work. tap start your journey button and nothing happens.
Can't use without rating
stupid to ask rating before use.
High confidence · 50 reviews available
What are the pros and cons?
Pros
- Strong, clear value proposition centered on AI-driven personal styling.
- Differentiated feature set including real-time garment color matching.
- High volume of initial interest as evidenced by the 5,000+ rating count.
Cons
- Severe technical instability leading to app freezes and crashes.
- Aggressive monetization strategy that alienates the user base.
- Poorly timed engagement prompts (rating requests before core value delivery).
What is the market outlook?
Growth Opportunities
- Market gap for a stable, transparently priced color analysis tool.
- Potential to pivot toward a community-driven model rather than aggressive pay-to-play.
- Expansion into e-commerce partnerships for recommended color-matched items.
Market Threats
- Rapid churn due to negative reviews and reputation damage.
- Established competitors with better UI/UX and more generous free-tier functionality.
- Potential for platform de-prioritization due to low sentiment scores.
What are the key takeaways?
WhatColors: AI Color Analysis is a frustrating beauty app that is free with in-app purchases. With a 3.1/5 rating from 5.3K reviews, it frustrates many users from users. Users particularly appreciate general satisfaction, though aggressive monetization and paywalls remains a common concern.
Best for: Style-conscious individuals, fashion enthusiasts, and shoppers looking to optimize their wardrobe and appearance through data-driven color theory.
How much does it cost?
Model: freemium
The app uses a freemium model to lower the barrier to entry, gating high-frequency usage and advanced professional styling features behind a subscription.