Food Allergy Scanner - Bokha is a barcode-scanning utility for identifying allergens in food products, available on iOS and Android.
The App DNA
What makes this app unique?
The app removes the cognitive load of reading ingredient labels in grocery aisles by automating allergen detection for multiple users.
For Individuals and families managing food allergies or dietary restrictions who need quick ingredient verification while grocery shopping.
What does it look like?
Key features
Camera-based lookup against Open Food Facts database.
Continuous scanning for multiple products without interruption.
Customized allergen detection settings for different individuals.
How much does it cost?
The freemium model uses feature-gating on utility tools like bulk scanning and history to drive IAP conversion.
Velocity
Active developmentnew contentUX improvementsShow more...
Food Allergy Scanner - Bokha is currently in an active development phase, shipping two distinct versions within the last seven days. The latest release marks a significant functional expansion by adding support for multiple user profiles, while the preceding update focused on technical improvements and user experience. This cadence suggests a stable, feature-driven development cycle. The team is actively iterating on both core functionality and platform-specific stability.
Who built it?
Alexandre Grisey
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Food Allergy Scanner - Bokha
AI Pet Portraits - LuksUser Sentiment
What do users think recently?
Recent user voice shows a mixed sentiment. Users appreciate the core allergen scanning functionality provides life-saving utility for users managing severe dietary restrictions and the user interface design is clean and accessible for individuals navigating their dietary needs, but report the allergen database lacks coverage for common and rare food items, rendering the app ineffective.
How are ratings & reviews evolving?
What users say, by theme
- The core allergen scanning functionality provides life-saving utility for users managing severe dietary restrictions
- The user interface design is clean and accessible for individuals navigating their dietary needs
- The allergen database lacks coverage for common and rare food items, rendering the app ineffective
51 of 51 recent reviews analyzed · high confidence · Mixed overall
Read the full review analysisUnlock 2 more frustration themes and 1 user request, each backed by review evidence.
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Competitive landscape for Food Allergy Scanner - Bokha
How's the Food & Drink market?
Food Allergy Scanner - Bokha maintains a 4.7-star rating across 1,187 total store ratings, positioning it as a high-utility tool in the health category. The reliance on a collaborative database creates a performance gap compared to proprietary medical-grade scanners.
Read the market outlookThe rivals identified
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Key takeaways for Food Allergy Scanner - Bokha
Where is it heading?
Users report: The health utility market is moving toward higher data precision, and Food Allergy Scanner - Bokha is currently exposed by its reliance on external database accuracy. If the developer does not improve the scanning logic, the app will struggle to retain users who require reliable, life-saving information.
- Inaccurate scanning results erode user trust, which compounds the churn pressure already visible in the recent review sample.
- The latest release introduced profile management, showing that the developer is actively shipping features to address household shopping needs.
The SWOT
- Bulk scanning mode reduces grocery aisle friction
- Multiple user profiles support household dietary management
- Crowdsourced database expansion would address missing allergen coverage
- Onboarding flow adjustment would remove rating-prompt friction
Next best moves
Audit scanning logic because users report missing allergens in products → improve trust
+ 1 more prioritized moveThe counter-intuitive read
The reliance on a collaborative database is a liability for accuracy…
Read the full takeSince the last report: The developer has shifted from a feature-driven development cycle to a defensive posture, prioritizing core scanning accuracy over UI polish in response to persistent user complaints regarding data reliability.
Bottom line
Food Allergy Scanner - Bokha provides high-utility features like bulk scanning, but the core scanning accuracy is failing to meet user expectations. Improving the reliability of allergen detection is the only way to retain users who currently distrust the results.
Unlock 3 critical frictions, 2 market threats, 1 more prioritized move and the analyst’s take.
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