Stylebook is a closet organization app for iOS and iPadOS that allows users to digitize their wardrobe, track usage statistics, and plan outfits.
Product velocity
Dormant
Daily rank 🇺🇸
#2
▼1Lifestyle · paid
Sentiment
4.7
9k reviews
Nemesis
Whering:Digital Closet Stylist
The App DNA
What makes this app unique?
Users open Stylebook to reduce impulse shopping and maximize the utility of existing clothes by identifying underutilized items.
For Fashion-conscious individuals looking to organize their existing wardrobe, track usage statistics, and plan outfits efficiently.
Key features
Generates clothing images from text and automatically removes backgrounds from uploaded photos using Apple Intelligence.
Automatically calculates the cost per wear for individual items based on usage data.
Shuffles existing closet items to suggest new outfit combinations.
How much does it cost?
The single-tier paid model positions the app as a low-cost, long-term utility rather than a recurring subscription service.
Velocity
Dormant developmentUX improvementsperformanceShow more...
Stylebook has entered a state of inactivity, with no updates released in the last 409 days. The development trend shows a complete cessation of both feature updates and maintenance patches. Given that the last release occurred well over a year ago, the app is classified as a zombie project with no current development momentum.
Who built it?
User Sentiment
What do users think recently?
Review voice lately leans thrilled. Users appreciate one-time purchase model provides significant value compared to subscription-based competitors in the closet organization category and comprehensive wardrobe tracking and outfit planning tools help users identify underutilized items and reduce impulse shopping.
How are ratings & reviews evolving?
What users say, by theme
- One-time purchase model provides significant value compared to subscription-based competitors in the closet organization category
- Comprehensive wardrobe tracking and outfit planning tools help users identify underutilized items and reduce impulse shopping
- Automated background removal tool simplifies the time-intensive process of digitizing a large personal wardrobe collection
- Manual data entry for large wardrobes requires a significant time commitment that creates friction during initial onboarding
49 of 49 recent reviews analyzed · high confidence · Thrilled overall
Read the full review analysisUnlock 2 more frustration themes and 3 user requests, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Stylebook
How's the Lifestyle market?
Stylebook holds the #1 Free position in its category in the US, demonstrating strong market penetration despite a 13-month gap in major updates. The lack of a subscription fee differentiates it from the broader lifestyle category, where recurring revenue models remain the standard.
The rivals identified
By Whering Ltd
Whering is the primary modern rival to Stylebook, offering a comprehensive digital closet experience with a heavy focus on Gen Z appeal and social features.
- Integrated marketplace for clothing repairs, donations, and resale
- Social 'feed' functionality allowing users to see and interact with friends' closets
- Freemium model with a highly polished, contemporary user interface
Acloset - AI Fashion AssistantContender
Indyx: Wardrobe & Outfit AppContender
Pureple AI Outfit PlannerContender
Cladwell: Outfit PlannerContenderUnlock 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 Stylebook
Where is it heading?
The closet organization market is shifting toward desktop-integrated, high-frequency management tools. Stylebook's current posture is advantaged by its pricing but exposed by its lack of feature velocity, which will eventually force a choice between a subscription pivot or a slow decline in relevance.
- The 13-month gap in major updates signals a maintenance-only posture, which leaves the app vulnerable to competitors with faster feature-delivery cycles.
- Strong category rankings indicate high brand loyalty, providing a buffer against churn while the team addresses the requested bulk-management tools.
The SWOT
- One-time purchase model creates a defensible value barrier against subscription-heavy rivals.
- Automated background removal reduces the time-intensive digitization process.
- Cost-per-wear analytics lock users into the app as a permanent wardrobe utility.
- Bulk import/export via CSV would allow power users to manage metadata outside the app.
- Advanced closet statistics with custom date ranges would improve seasonal cleaning insights.
Next best moves
Ship CSV bulk import/export because it is a top-requested feature for power users → reduce onboarding friction
+ 1 more prioritized moveThe counter-intuitive read
The app's lack of a subscription model is its greatest threat…
Read the full takeSince the last report: Stylebook has entered a dormant development phase, with no major updates released in over 13 months. This shift to a maintenance-only posture has reduced the app's competitive agility, despite its continued retention of a one-time purchase model.
Bottom line
Stylebook's one-time purchase model remains a powerful retention lever that competitors cannot easily match. Investing in bulk management tools would unlock the power-user segment and mitigate the risk posed by the current dormant release cadence.
Unlock 3 critical frictions, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
- [1] App Store, source
Report last updated