Foodvisor is a health and nutrition app for iOS and Android that uses AI photo recognition to track calories and provide personalized meal plans.
Product velocity
Intense
Daily rank 🇺🇸
—
Health & Fitness
Sentiment
4.7
160k reviews
Nemesis
Calorie Counter by Lose It!
The App DNA
What makes this app unique?
Users hire Foodvisor to automate the tedious manual entry of food logging, seeking a frictionless path to weight loss and nutritional insights.
For Individuals seeking weight loss or health management who require automated tracking tools and structured, expert-led nutrition guidance.
What does it look like?
Key features
Uses image recognition to identify food items and log nutritional data from photos or barcodes.
Customized meal and nutrition programs generated based on user profile and health goals.
How much does it cost?
Freemium model gates advanced personalization and fitness content behind a monthly subscription, while maintaining a broad user base via ad-supported tracking.
Velocity
Intense developmentShow more...
5 versions in history. Development pace: intense.
Who built it?
Foodvisor
3 apps tracked · Health & Fitness
Foodvisor - AI Calorie Counter
Foodvisor - AI Calorie CounterUser Sentiment
What do users think recently?
Fresh user feedback skews excited. Users appreciate visual food logging via photo recognition simplifies daily calorie tracking for users struggling with consistency and actionable macro and calorie insights provide clear guidance for users pursuing specific weight loss goals.
How are ratings & reviews evolving?
What users say, by theme
- Visual food logging via photo recognition simplifies daily calorie tracking for users struggling with consistency
- Actionable macro and calorie insights provide clear guidance for users pursuing specific weight loss goals
- Integration with wearable devices allows for automatic activity tracking and accurate daily calorie adjustments
- Users report that subscription billing practices feel deceptive regarding free trial auto-renewal and refund policies
49 of 49 recent reviews analyzed · high confidence · Excited overall
Read the full review analysisUnlock 2 more frustration themes and 2 user requests, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Foodvisor - AI Calorie Counter
How's the Health & Fitness market?
Foodvisor maintains a 4.57 rating across 15,189 iOS reviews, positioning itself as a premium AI-first alternative to manual-entry incumbents. The gap between its AI-logging convenience and the database-depth of competitors like Lose It! defines its current market tension.
Read the market outlookThe rivals identified
By FitNow
With over 750,000 ratings and a 16-year market presence, Lose It! represents the primary incumbent in the calorie tracking niche.
- Maintains a massive, long-tail food database refined over sixteen years of user contributions
- Offers deep integration with a wide array of third-party fitness trackers and wearable devices
- Provides highly granular macro-nutrient tracking features that cater to advanced diet-specific user needs
Noom Weight Loss, Food TrackerContender
Carb Manager—Keto Diet TrackerContender
Lifesum: AI Calorie CounterContender
Calorie Counter - MyNetDiaryContenderUnlock the head-to-head verdict: where this rival wins, and where it loses.
Access the full report for freeThe Analyst's Read
Key takeaways for Foodvisor - AI Calorie Counter
Where is it heading?
The calorie-tracking market is consolidating around database accuracy and AI automation. Foodvisor is well-positioned for growth if it can resolve the technical debt in its AI engine and the friction in its billing practices, which currently undermine its retention metrics.
- Subscription billing complaints indicate a trust deficit that will likely compress lifetime value if not addressed.
- High-frequency usage of the photo-logging feature confirms strong product-market fit for the core automation value.
The SWOT
- AI-driven photo logging reduces manual entry friction
- Apple Health/Google Fit integration centralizes user data
- Expert-curated plans provide a defensible premium value proposition
- Expand tracking for specific health conditions like high cholesterol
- Implement manual editing for custom food items
Next best moves
Audit subscription billing flows because users report deceptive trial-to-paid conversion → reduce refund surge
+ 1 more prioritized moveThe counter-intuitive read
The 'AI-first' value proposition is a liability…
Read the full takeFeature gaps
Massive community-verified food database (available in Lose It! but missing here)
Since the last report: Foodvisor's competitive position is now defined by a tension between its AI-logging convenience and emerging user complaints regarding billing transparency and engine accuracy.
Bottom line
Users report: Foodvisor captures casual users through AI-logging convenience, but deceptive billing and AI inaccuracies create a churn risk that threatens long-term retention, so the team must prioritize core-engine accuracy over new feature expansion.
Unlock 3 critical frictions, 2 market threats, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
Report last updated