Cleo - AI Home Organizer
Cleo - AI Home Organizer is a computer-vision-based utility for iOS that generates personalized decluttering plans and tracks household inventory.
The App DNA
What makes this app unique?
The app removes the cognitive load of manual home organization by providing automated, room-specific tasks that replace generic, overwhelming checklists.
For Individuals struggling with home organization who require structured, AI-guided decluttering plans.
What does it look like?
Key features
Camera-based computer vision identifies items in a room to generate a decluttering plan.
Photo-based cataloging of belongings with status tagging for keep, donate, sell, or toss.
Conversational AI agent provides context-aware advice on organizing tasks and quick wins.
How much does it cost?
The freemium model uses AI-feature gating to push users toward a $3.99/month subscription for unlimited room analysis.
Velocity
Dormant developmentopaqueShow more...
Cleo - AI Home Organizer has seen no development activity for over six months. With only a single version release in the observed window and no updates since March 2026, the app is currently in a state of stagnation. There is no evidence of ongoing feature development, bug fixes, or live operations to support the platform.
Who built it?
The Red Collar Company
4 apps tracked · Utilities
Lull - Sleep Sounds
WTHR - Weather with Aura
TwoFace: Dual Camera RecorderUser Sentiment
What do users think recently?
Recent user voice shows a mixed sentiment. Users appreciate automated home organization assistance provides tangible value for users managing kitchen and living room spaces.
How are ratings & reviews evolving?
What users say, by theme
- Automated home organization assistance provides tangible value for users managing kitchen and living room spaces
- Missing upload functionality for photos in the AI chat prevents users from utilizing scanning features
2 of 2 recent reviews analyzed · limited sample
Read the full review analysisCompetition
Competitive landscape for Cleo - AI Home Organizer
How's the Utilities market?
Cleo - AI Home Organizer occupies a niche in the Utilities category, currently holding a 2.67-star rating across three total ratings. The lack of updates for 184 days suggests a stagnant position compared to active productivity rivals.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Cleo - AI Home Organizer
Where is it heading?
The home organization market is shifting toward high-frequency, AI-integrated tools that require constant model tuning. Cleo - AI Home Organizer's current maintenance-mode status leaves it exposed to faster-moving rivals, and the lack of functional core features will likely accelerate churn through the next quarter.
- The 184-day update gap indicates a stalled development cycle, which prevents the app from addressing critical bugs that currently block core features.
- User frustration over non-functional premium features suggests that the current monetization model is actively damaging the brand's reputation among early adopters.
The SWOT
- AI-driven room analysis provides a tangible, automated path to decluttering that manual checklists lack
- Implementing a functional photo-upload path in the chat interface would resolve the #1 reported blocker to core utility
Next best moves
Fix the photo-upload path in the chat interface because it is the top-reported blocker to core utility → restore premium value
+ 1 more prioritized moveThe counter-intuitive read
The lack of updates is not just a…
Read the full takeSince the last report: The app remains in a state of total development stagnation, with no functional changes or bug fixes reported since the last analysis. The primary shift is a hardening of the competitive outlook, which now categorizes the six-month silence as a terminal risk to the product's viability.
Bottom line
Restoring the core scanning functionality is the only path to justifying the subscription price, as current technical regressions directly invalidate the premium value proposition.
Unlock 1 critical friction, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeFAQ
Is Cleo - AI Home Organizer worth paying for?
How does Cleo - AI Home Organizer compare to manual organization apps?
What should I do if the AI scanning feature does not work?
Sources
- [1] App Store
Report last updated