Cleener is an AI-powered cleaning assistant for iOS that generates prioritized, time-boxed task lists from user-uploaded room photos.
The App DNA
What makes this app unique?
It removes the cognitive friction of task initiation for users who struggle with executive function, replacing manual planning with automated, impact-based sequencing.
For Individuals with ADHD, new parents, and students who struggle with executive function and need structured, time-boxed cleaning guidance.
What does it look like?
Key features
Computer vision identifies room contents to generate tasks without manual input, acting as the core utility gate for the subscription model.
Sequences steps based on user-selected time windows to maximize visible impact, serving as a primary retention lever.
Focus-oriented interface displays one task at a time to prevent task paralysis, maintaining daily active usage.
How much does it cost?
The subscription model is anchored at $4.99/month, using a free-trial-of-one-plan to demonstrate utility before the conversion gate.
Velocity
Maintenance developmentperformancemonetizationUX improvementsShow more...
Cleener maintains a maintenance-level cadence, having shipped only two releases over the last 81 days. Development is currently focused on minor stability, purchase flow refinements, and user engagement prompts. The latest release did not introduce new features, continuing a trend of minor maintenance updates. There is no evidence of live operations or significant feature expansion in the recent history.
Who built it?
User Sentiment
What do users think recently?
How are ratings & reviews evolving?
Not enough recent reviews to extract reliable themes yet.
Read the full review analysisCompetition
Competitive landscape for Cleener: AI Cleaning Plan
How's the Productivity market?
Cleener operates in the Productivity category, currently maintaining a 4+ content rating on iOS. The lack of public review volume indicates an early-stage market presence where the $4.99/month price point must compete against free, manual task-management alternatives.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Cleener: AI Cleaning Plan
Where is it heading?
The productivity market is shifting toward AI-integrated task management, and Cleener's current trajectory is stable but slow. If the developer does not increase the release cadence to address user feedback, the app will remain a niche tool rather than a category leader.
- The 11-week update cadence indicates a focus on stability, which limits the app's ability to respond to user feedback quickly.
- The subscription-only model for unlimited plans may lead to high churn if users do not see immediate value after the first plan.
The SWOT
- Computer vision-based room recognition removes manual input friction
- Time-boxed task sequencing reduces cognitive load for ADHD-focused users
- Calendar integration could automate scheduling of cleaning windows
Next best moves
A/B test a lower-cost weekly subscription tier because the current monthly price is a high barrier to habit formation → increase conversion
The counter-intuitive read
The narrow focus on cleaning is a strength, not a weakness…
Read the full takeBottom line
Cleener addresses a specific executive function gap, but the current maintenance-mode cadence risks stagnation. A pivot toward lower-friction pricing would unlock the conversion funnel, allowing the team to validate the core AI utility before scaling feature depth.
Unlock 2 critical frictions, 1 market threat and the analyst’s take.
Access the full report for freeFAQ
Is Cleener suitable for people with ADHD?
Does Cleener offer a free version?
What are the alternatives to Cleener for cleaning schedules?
Sources
- [1] App Store, source
Report last updated