Report updated Mar 31, 2026
Healthy Food Scanner - OnFork
v2.10Health-conscious individuals, people with specific dietary restrictions or allergies, and those looking to improve their eating habits through data-driven insights.
What Is Healthy Food Scanner - OnFork?
Launched Jan 17, 2025
Updated Mar 2026
What users think iIndependent intel reports to help builders create better apps or enhance existing ones. Still in beta, accuracy and relevancy get better every day. For informational purposes only.
What are the key features?
Interactive AI assistant that provides science-backed nutrition answers, meal analysis via photo uploads, and personalized recipe ideas.
Instant analysis of food items, barcodes, or entire meals to identify allergens, additives, and nutritional macros.
Customizable dietary restriction profiles that automatically flag harmful ingredients in scanned products.
Comparison tool for products based on nutrition scores, featuring expert-curated recommendations.
Detailed breakdown of ingredients with risk-level assessments and plain-language health insights.
What do users think? iIndependent intel reports to help builders create better apps or enhance existing ones. Still in beta, accuracy and relevancy get better every day. For informational purposes only.
“Recent user voice shows a frustrated sentiment. Users appreciate utility for dietary tracking and ease of use, but report incomplete database and aggressive subscription/billing practices.”
What Users Love
I’m able to stay on track with my diet it really does indicate all the unhealthy ingredients in your food
I have a nut allergy... now I just scan and it tells me if something’s safe.
The scan feature works FAST, and I like that I can just take a pic of my meal
Super easy to use & actually useful.
Pain Points
I scanned 10 of my vitamins... only one of them was in the database!
Heck, it doesn’t recognize 90% of everything you scan.
Once you download the app for the trial you’re instantly out $33.03.
Doesn’t mention being a charge for use app... can’t even try it without committing to spend money.
High confidence · 40 reviews available
What are the pros and cons?
Pros
- High-quality UI/UX that makes complex nutritional data accessible.
- Strong AI integration for photo-based meal analysis.
- High initial user satisfaction regarding the core scanner concept.
Cons
- Severe database coverage gaps, particularly for supplements.
- Aggressive, high-friction monetization strategy leading to negative reviews.
- Potential churn due to 'no info found' results during scans.
What is the market outlook?
Growth Opportunities
- Expand database coverage to include a wider range of global and supplement brands.
- Implement a more transparent, user-friendly trial experience.
- Integrate with wearable health data to provide a holistic health ecosystem.
Market Threats
- Established competitors with larger, crowd-sourced food databases.
- Growing user skepticism toward subscription-first utility apps.
- Negative sentiment impacting App Store visibility and conversion.
What are the key takeaways?
Healthy Food Scanner - OnFork is a frustrating health & fitness app that is available. With a 4.7/5 rating from 2K reviews, it frustrates many users from users. Users particularly appreciate utility for dietary tracking, though incomplete database remains a common concern.
Best for: Health-conscious individuals, people with specific dietary restrictions or allergies, and those looking to improve their eating habits through data-driven insights.
How much does it cost?
Model: subscription
The app utilizes a freemium model that gates advanced AI-driven insights and unlimited usage behind a subscription, typical for AIBY's utility-focused app portfolio.