Ai Gluten Free Scanner & Track is a camera-based ingredient analysis tool for individuals with Celiac disease or gluten sensitivities on iOS.
The App DNA
What makes this app unique?
The app removes the cognitive cost of reading complex ingredient lists for hidden gluten derivatives like barley malt or hydrolyzed wheat protein.
For Individuals with Celiac disease or those following a gluten-free diet.
What does it look like?
Key features
Camera-based analysis of ingredient lists to identify gluten derivatives.
Identifies facility-level warnings and may-contain statements.
Highlights problematic ingredients and explains risk levels.
How much does it cost?
The app is currently free with no explicit subscription or IAP tiers.
Velocity
Dormant developmentShow more...
The app has seen no development activity for 179 days, falling into the zombie category due to the lack of updates in the last three months. With only a single version released since launch, there is no evidence of ongoing maintenance or feature iteration. The development momentum is currently non-existent.
Who built it?
Ajay Singh
4 apps tracked · Health & Fitness
Ai Sugar Free Scanner & Detect
Glycemic Index & Load monitor
Vitamin & Supplement TrackerUser 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 Ai Gluten Free Scanner & Track
How's the Health & Fitness market?
Ai Gluten Free Scanner & Track maintains a 5.0 rating on the iOS store, though the lack of updates since February 2026 limits its competitive standing.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Ai Gluten Free Scanner & Track
Where is it heading?
The market for specialized dietary tools is shifting toward integrated health platforms. Ai Gluten Free Scanner & Track remains exposed due to its lack of feature updates, which will likely lead to user attrition as competitors with more frequent release cycles capture the market segment.
- The six-month development silence suggests the product is in maintenance mode rather than active growth.
The SWOT
- AI-driven ingredient analysis provides immediate safety verdicts
- Premium tier for advanced alerts could monetize user base
Next best moves
Audit AI accuracy against current labeling standards because the app has not been updated since February 2026 → maintain user trust
+ 1 more prioritized moveThe counter-intuitive read
The lack of monetization is a liability, not an asset…
Read the full takeSince the last report: Development activity remains at a standstill with no functional or pricing changes, while the competitive narrative has hardened to emphasize the risks of a stalled product roadmap.
Bottom line
Ai Gluten Free Scanner & Track provides a clear safety utility, but the six-month development gap creates a significant reliability risk for users with Celiac disease. Transitioning to a sustainable revenue model is necessary to fund the active maintenance required for a health-critical tool.
Unlock 1 critical friction, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
- [1] App Store, source
Report last updated