Report updated May 19, 2026
Olive - Holistic Food Scanner
For health-conscious families and individuals managing food allergies or specific dietary restrictions who prioritize toxin avoidance.
Olive - Holistic Food Scanner is a struggling health & fitness app that is free with in-app purchases. With a 4.8/5 rating from 34.3K reviews, it struggles with user retention. Users particularly appreciate educational content regarding healthy food swaps provides significant value for users, though aggressive paywalling after lengthy onboarding prevents users from testing core functionality remains a common concern.
What is Olive - Holistic Food Scanner?
Olive is a holistic food scanner and ingredient checker for iOS and Android that identifies toxins and allergens via barcode.
Users hire Olive to navigate complex food labels and avoid specific ingredients, allowing them to maintain strict dietary safety for their families.
Current Momentum
v3.8 · 2d ago
Steady- Improved toxin detection accuracy.
- Refined product scoring logic.
Active Nemesis
Yuka - Food & Cosmetic Scanner
By Yuca
Other Rivals
7-Day Rank Pulse 🇺🇸
Health & FitnessRating Pulse 🇺🇸
Recent User Mood
What makes this app unique?
What Does It Look Like?
What Are The Key Features?
Camera-based barcode lookup to identify ingredients, allergens, and toxins in food and water products.
Location-based discovery tool for restaurants that do not use seed oils.
Detailed contaminant analysis including PFAS, microplastics, and heavy metals based on laboratory data.
How much does it cost?
- Free tier with basic scanning
- Premium subscription required for advanced features and lab-tested data
Freemium model gates proprietary lab-tested data and specialized restaurant maps behind a subscription to drive conversion.
Who Built It?
Empowering health-conscious families to identify harmful food additives and seed oils through transparent, lab-tested scanning and restaurant mapping.
Portfolio
1
Apps
Explore the full Giga Studios report
Portfolio breakdown, audience, momentum, and every app published by Giga Studios.
What do users think recently?
High confidence · Latest 110 of 198 total reviews analyzed · Based on 198 reviews. Signal may be noisy.
How did the latest release land?
What is the recent mood?
Recent user voice shows a upset sentiment. Users appreciate educational content regarding healthy food swaps provides significant value for users, but report aggressive paywalling after lengthy onboarding prevents users from testing core functionality and technical login failures and developer errors prevent access for paying subscribers.
What Users Love
What Frustrates Users
What Users Want
How have ratings & review volume moved?
Rating, review sentiment, and total reviews over time, with release markers showing the post-launch impact.
Vertical markers = app releases. Hover any release for the post-release impact delta.
View the full user-sentiment analysis
Mood gauge, ratings & review-volume history, every praise / complaint / request, and sentiment over time.
What is the competitive landscape for Olive - Holistic Food Scanner?
How's The Health & Fitness Market?
How does it evolve in the Health & Fitness market?
Olive holds a #89 Grossing position in the US Health & Fitness category, lagging behind established competitors like Yuka. The gap between free-tier discovery and grossing rank reflects monetization friction that limits market share.
Rank progression
2 active rankings tracked — 30-day window
The rivals identified
Nemeses(1)
This app competes directly for the same grocery-shopping demographic by providing essential barcode scanning and product verification tools for health-conscious consumers.
Contenders(4)
Competes by providing barcode scanning and product safety alerts, specifically targeting health and drug safety.
A direct feature-for-feature competitor in the AI-powered food scanning and ingredient analysis space.
Directly overlaps in the grocery shopping experience by using barcode scanning to influence healthier purchasing decisions.
Competes for the same health-conscious user base by focusing on evidence-based analysis of product ingredients.
Same space(3)
Targets the same weight-loss and health-improvement audience through diet-specific education and management.
A high-volume utility app that captures the same health-conscious audience looking for quick metrics.
Operates in the broader health and fitness category, targeting users interested in growth and lifestyle tracking.
Compare Olive - Holistic Food Scanner against every rival
All rivals in one side-by-side table — identity, store metrics, ratings & sentiment, and strategic intel — plus a head-to-head page for each.
The outtake for Olive - Holistic Food Scanner
Strengths to defend, gaps to attack
Core Strengths
- Lab-tested contaminant reports function as a proprietary data moat
- Seed oil-free restaurant map provides a unique B2C utility
Critical Frictions
- 0.23★ Android-iOS rating gap indicates platform-specific technical instability
- Aggressive paywalling causes immediate user churn
Growth Levers
- Untapped B2B partnerships with health-conscious grocery chains
- Expansion into cosmetic scanning to match Yuka's scope
Market Threats
- Yuka's 10-update cadence ensures faster feature refinement
- Rising user demand for ad-supported free tiers threatens conversion rates
What are the next best moves?
Ship ad-supported free tier because paywall complaints are the #1 churn driver → increase top-of-funnel conversion.
Sentiment analysis identifies aggressive paywalling as the primary reason for negative reviews and immediate churn.
Trade-off: Pause the development of the cosmetic scanning module — ad-tier revenue potential outweighs new feature expansion.
Audit login and account recovery flows because paying users report being locked out → protect subscriber retention.
Technical login failures are a top complaint from paying subscribers, directly eroding trust and revenue.
Trade-off: Deprioritize the seed oil-free map UI refresh — stability is more critical to revenue than feature polish.
A counter-intuitive read
The aggressive paywall is not just a monetization error, but a strategic failure to build the user density required for the crowdsourced data that makes Yuka a market leader.
Feature Gaps vs Competitors
- Crowdsourced product database (available in Yuka but missing here)
- Cosmetic and beauty product scanning (available in Yuka and OnSkin but missing here)
Key Takeaways
- Pivot the monetization strategy to include an ad-supported free tier to reduce immediate churn.
- Prioritize stability fixes for account access to protect the current paying subscriber base.
- Leverage the seed oil-free restaurant data as a primary marketing differentiator against Yuka.
Olive provides high-value lab-tested data that differentiates it from generalist scanners, but the aggressive paywalling and technical instability are driving away the user base, so the PM must prioritize an ad-supported free tier to stabilize the funnel.
Where Is It Heading?
Declining
The food scanning market is consolidating around apps that offer high-utility free tiers, leaving Olive exposed to churn. Unless the team pivots to an ad-supported model to capture top-of-funnel users, the current monetization strategy will continue to limit growth relative to Yuka.
Technical login failures in the latest release prevent access for paying subscribers, which directly erodes revenue and trust.
High-frequency complaints regarding the mandatory subscription paywall accelerate user churn, preventing the app from reaching critical mass.