CleanStreak: Clean Eating
CleanStreak is a barcode-scanning app for iOS that classifies packaged foods by processing level and tracks clean-eating habits.
The App DNA
What makes this app unique?
The app removes the cognitive load of reading complex food labels during grocery trips, allowing users to make cleaner choices without extensive research.
For Individuals looking to reduce ultra-processed food intake through habit tracking and simple, actionable grocery-aisle guidance.
What does it look like?
Key features
Scans packaged food labels to provide NOVA-based ultra-processed food classifications; daily scan limit drives Pro conversion.
Provides 60-second reset prompts and clean alternative suggestions during high-risk craving moments; gated behind Pro.
Visualizes consecutive days of clean eating to build habit momentum; reduces churn by reinforcing the open-app habit.
How much does it cost?
The freemium model uses feature gating on advanced analytics and unlimited usage to drive Pro conversion.
Velocity
Maintenance developmentmonetizationUX improvementsShow more...
CleanStreak has entered a maintenance phase, with only one release shipped in the last 182 days. The latest version introduced a Pro subscription model alongside new home screen widgets and enhanced tracking features. There has been no development activity or feature updates since April 2026, indicating a significant deceleration in momentum. The current cadence is insufficient to suggest active ongoing support or a live-service model.
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 CleanStreak: Clean Eating
How's the Health & Fitness market?
CleanStreak operates as a niche utility in the Health & Fitness category, relying on its barcode-scanning mechanism to differentiate from general calorie trackers. The lack of recent updates suggests a maintenance-mode posture that limits its ability to compete with more frequently updated nutrition platforms.
Read the market outlookThe rivals identified
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Access the full report for freeThe Analyst's Read
Key takeaways for CleanStreak: Clean Eating
Where is it heading?
The nutrition-utility market is consolidating around apps that offer broader database coverage and automated tracking. CleanStreak's current maintenance-mode posture leaves it exposed to rivals that offer more frequent updates and deeper integration with grocery-aisle workflows.
- The six-month development silence suggests a lack of active investment, which increases churn risk among Pro subscribers expecting ongoing value.
- The current feature set provides a complete utility for the target audience, requiring only maintenance to remain functional for grocery-aisle use.
The SWOT
- Craving SOS feature provides immediate behavioral support during high-risk moments.
- NOVA-based classification system simplifies complex ingredient labels for users.
- Integration with grocery-delivery APIs could allow users to swap ultra-processed items directly in their digital carts.
- Localized ingredient databases for international markets could expand the total addressable user base.
Next best moves
Ship a minor update to address potential iOS compatibility issues because the app has been silent for six months → maintain store visibility
The counter-intuitive read
The lack of updates is not just a weakness…
Read the full takeBottom line
CleanStreak offers a clear value proposition for label-conscious shoppers, but the six-month development gap threatens its ability to retain subscribers. Prioritizing technical stability will protect the existing user base while the team evaluates the viability of further feature investment.
Unlock 2 critical frictions, 2 market threats and the analyst’s take.
Access the full report for freeSources
- [1] App Store
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