BodyMuse is a health and fitness app that uses AI to classify body shapes and provide personalized workout and style recommendations on iOS and Android.
The App DNA
What makes this app unique?
Users turn to BodyMuse to remove the guesswork from fitness and style by replacing manual measurements with automated AI analysis.
For Fitness enthusiasts and fashion-conscious individuals seeking data-driven insights into their body composition and personal style.
What does it look like?
Key features
Processes full-body photos to classify body type using on-device computer vision.
Recognizes food items from photos to estimate calories and macronutrients.
Imports activity and heart rate data from Apple Health and Google Health Connect.
How much does it cost?
Freemium model utilizing ad-supported engagement for the free tier, with IAP gates for advanced analysis features.
Velocity
Maintenance developmentUX improvementsnew contentShow more...
BodyMuse has entered a maintenance phase, with the latest release occurring 155 days ago. Development activity is minimal, with no new content or feature updates observed in the last five months. The cadence is currently stagnant, reflecting a lack of active iteration or live operations. Future development remains uncertain given the extended period of silence across both Android and iOS platforms.
Who built it?
AppFlows
6 apps tracked · Health & Fitness
GeoKit: Field Data Collector
BodyMuse: Body Shape Analysis
GeoShake - Earthquake Alerts
Lovio - Find Your Forever
GeoShake - Earthquake AlertsUser Sentiment
What do users think recently?
Fresh user feedback skews excited. Users appreciate body shape analysis and health tracking tools provide users with a clear sense of physical progress and the absence of intrusive advertisements creates a clean and focused experience for daily health monitoring, but report billing practices following trial cancellations lead to user reports of unauthorized charges after account deletion.
How are ratings & reviews evolving?
What users say, by theme
- Body shape analysis and health tracking tools provide users with a clear sense of physical progress
- The absence of intrusive advertisements creates a clean and focused experience for daily health monitoring
- Billing practices following trial cancellations lead to user reports of unauthorized charges after account deletion
50 of 50 recent reviews analyzed · high confidence · Excited overall
Read the full review analysisUnlock 1 more frustration theme, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for BodyMuse: AI Body Analysis
How's the Health & Fitness market?
BodyMuse maintains a 4.26 rating on Android and 4.17 on iOS, serving a niche segment of users interested in AI-assisted body analysis. The lack of recent updates over the last five months signals a maintenance-mode posture that risks losing ground to more active fitness competitors.
The rivals identified
The Analyst's Read
Key takeaways for BodyMuse: AI Body Analysis
Where is it heading?
The fitness app market is shifting toward high-frequency live-ops and community-driven content, leaving BodyMuse exposed due to its five-month update gap. Without a return to active feature development, BodyMuse will struggle to retain users who require evolving health tracking capabilities.
- Billing complaints following trial cancellations erode user trust, which compounds the churn risk already present in the current maintenance-mode release cadence.
- Inflexible input fields for physical metrics prevent accurate user data entry, leading to frustration that limits the utility of the AI analysis features.
The SWOT
- On-device computer vision enables private body shape classification without cloud-latency
- Localized style guides for specific regional fashion trends could differentiate BodyMuse
Next best moves
Audit billing and trial cancellation flows because users allege unauthorized charges after account deletion → reduce refund surge
+ 1 more prioritized moveThe counter-intuitive read
The lack of updates is a deliberate strategy…
Read the full takeSince the last report: The outlook for BodyMuse has shifted from stable to declining due to the persistence of unresolved billing and data entry complaints during a five-month period of zero development activity.
Bottom line
Addressing the billing and input field friction is necessary to stabilize the user base, as these issues currently overshadow the value of the AI analysis tools. Resolving these will unlock higher retention by removing the primary churn drivers identified in recent reviews.
Unlock 2 critical frictions, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
- [1] Play Store listing, source
Report last updated