Mood+ is a mobile health app for iOS and Android that provides AI-powered mood tracking and chat-based psychological support.
Product velocity
Dormant
Daily rank 🇺🇸
—
Health & Fitness
Sentiment
3.8
194 reviews
Nemesis
Fragmented field
The App DNA
What makes this app unique?
Users hire the app to automate emotional self-awareness through facial scanning and instant AI support, reducing the friction of traditional journaling.
For Individuals seeking automated mood tracking, emotional self-awareness, and AI-driven mental health support.
What does it look like?
Key features
Facial landmark scanning for emotion prediction; serves as the primary retention hook.
Text-based support interface; acts as the primary gate for premium subscription conversion.
Structured content path; encourages long-term engagement to justify subscription costs.
How much does it cost?
Subscription model utilizes recurring billing with auto-renewal, charging within 24 hours prior to period end.
Velocity
Dormant developmentopaqueShow more...
The app has been inactive for approximately 989 days, with no updates released since late 2023. Development appears to have ceased entirely, as there is no evidence of ongoing maintenance, feature development, or live operations. The lack of recent activity across both Android and iOS platforms confirms a zombie status.
Who built it?
Sugar Social Networks
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Mobile Phone Number TrackerUser Sentiment
What do users think recently?
The recent review mood reads frustrated. Users appreciate the application provides a positive experience for some users who find the content excellent.
How are ratings & reviews evolving?
What users say, by theme
- The application provides a positive experience for some users who find the content excellent
- Technical failures including blank screens and audio issues prevent users from accessing core functionality
7 of 7 recent reviews analyzed · limited sample · Frustrated overall
Read the full review analysisUnlock 2 more frustration themes, each backed by review evidence.
Access the full report for freeCompetition
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How's the Health & Fitness market?
The app maintains a 4.24 rating on iOS but suffers from a 32-month update gap, signaling a failure to defend its market position against active competitors.
Read the market outlookThe rivals identified
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Access the full report for freeThe Analyst's Read
Key takeaways for Online Therapy AI Psychologist
Where is it heading?
The mental health app market is consolidating around platforms with high-frequency update cadences and verified clinical content. Mood+ is exposed due to its long-term technical stagnation, so the PM should prioritize a graceful sunset to avoid further brand damage.
- The 32-month update drought prevents the app from fixing critical launch failures, which accelerates user churn and erodes the subscription base.
The SWOT
- AI-driven facial landmark scanning provides a distinct, automated entry point for mood tracking
- Integration of wearable health data could provide a more reliable tracking mechanism than camera-based scanning
Next best moves
Sunset development because the 32-month update gap makes technical debt insurmountable → stop revenue leakage.
The counter-intuitive read
Users report: The 32-month update drought is not…
Read the full takeSince the last report: The analysis has pivoted from a technical remediation focus to a recommendation for a product sunset, driven by the persistent 32-month update drought.
Bottom line
Mood+ offers a unique facial-tracking mechanism, but the 32-month update silence and persistent technical failures render the subscription model untenable, so the PM should sunset development to stop the churn of paying users.
Unlock 3 critical frictions, 1 market threat and the analyst’s take.
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