Report updated May 18, 2026

TL;DR:Calorie Counter・ competes in the crowded health-tracking space by pairing AI-driven meal recognition with a lean interface, but its lack of a verified, crowdsourced food database leaves it vulnerable to incumbents like MyFitnessPal. The app offers a low-friction AI logging experience, but the lack of a verified food database makes it difficult to retain power users, so the PM should prioritize database expansion to compete with established incumbents..|TL;DR:Calorie Counter・ competes in the crowded health-tracking space by pairing AI-driven meal recognition with a lean interface, but its lack of a verified, crowdsourced food database leaves it vulnerable to incumbents like MyFitnessPal. The app offers a low-friction AI logging experience, but the lack of a verified food database makes it difficult to retain power users, so the PM should prioritize database expansion to compete with established incumbents..
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Calorie Counter・ is an established health & fitness app that is free with in-app purchases.

What is Calorie Counter・?

Calorie Counter・ is a health and fitness app for iOS that enables users to track caloric and nutritional intake via manual entry and AI-powered photo scanning.

Users hire this app to minimize the time-cost of nutritional logging, replacing complex database searches with automated image recognition to sustain a daily health habit.

Current Momentum

v1.4

  • Extended free view functionality duration
  • Maintains core AI-scan feature set
AI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

Active Nemesis

MyFitnessPal: Calorie Counter

MyFitnessPal: Calorie Counter

By MyFitnessPal

Other Rivals

Lose It! – Calorie Counter
Noom Weight Loss, Food Tracker
Carb Manager—Keto Diet Tracker
Foodvisor - AI Calorie Counter
MacroFactor - Macro Tracker
BodyFast: Intermittent Fasting
Calorie Counter - MyNetDiary
Intermittent Fasting Tracker:

7-Day Rank Pulse 🇺🇸

Health & Fitness

No ranking data

Rating Pulse 🇺🇸

Gathering signals...

What makes this app unique?

How Is The App's Momentum Right Now?

Loading...

What Are The Key Features?

AI Food RecognitionDifferentiator

Automated meal logging via photo upload or camera capture

Manual Food EntryBasic

Text-based logging for calories and specific nutrients

Macro Nutrient TrackingStandard

Monitoring of protein, fat, carbs, fiber, sugar, and cholesterol levels

How much does it cost?

Freemium
  • Free tier with manual entry and basic macro tracking
  • Premium tier with AI scan, advanced nutrient tracking, and ad removal

Freemium model gates advanced automation and detailed reporting behind a subscription to drive conversion from manual users.

Who Built It?

Draunt LLC app icon 1
Draunt LLC app icon 2
Draunt LLC app icon 3
Draunt LLC app icon 4

Draunt

(3.3K)

Providing specialized educational and utility tools to help users prepare for professional certification exams and manage daily productivity tasks.

Portfolio

13

Apps

Free 12
Education50%
Utilities17%
Finance17%

Who is Draunt?

Draunt operates as a high-velocity developer of niche utility and test-preparation tools, leveraging a strategy of rapid, localized content deployment. By fragmenting their educational offerings into state-specific or exam-specific titles, they capture high-intent search traffic for professional certifications. The primary tension in their model is the reliance on a high volume of single-purpose apps, which requires constant maintenance to remain relevant against evolving exam requirements and platform updates.

Who is Draunt for?

  • Individuals preparing for professional certifications
  • Commercial drivers
  • Military personnel
  • Alongside users seeking basic productivity
Intense

Portfolio momentum

Released 15 updates across the portfolio in the last 6 months, demonstrating a high-frequency development cycle focused on maintaining niche utility and exam-prep titles.

Last release · 9d agoActive apps · 21Abandoned · 5

What do users think recently?

Analysis in progress, available soon

What is the competitive landscape for Calorie Counter・?

How's The Health & Fitness Market?

Market outlook for this category

Available very soon

The rivals identified

The Nemesis

Head to Head

The target app must lean into AI-driven automation to bypass the manual logging friction that plagues the legacy MyFitnessPal experience.

What sets Calorie Counter・ apart

  • Modern AI-scan feature provides a lower friction entry point for users compared to manual logging

  • Leaner, more focused interface avoids the feature bloat and navigation complexity found in legacy apps

What's MyFitnessPal: Calorie Counter's Edge

  • Unrivaled food database accuracy ensures users find specific regional or branded items consistently

  • Extensive API partnerships allow seamless data syncing with almost every major fitness hardware manufacturer

Contenders

Advanced photo-based food logging capabilities reduce the time required for daily nutritional tracking

Highly personalized weight loss plans that adapt based on user progress and historical data

Integrated psychological coaching and curriculum-based learning modules differentiate it from standard calorie counters

Color-coded food density system simplifies nutritional choices without requiring complex macro-nutrient calculations

Specialized macro-tracking algorithms prioritize net carb calculation over standard calorie counting metrics

Extensive library of keto-specific recipes and meal planning tools tailored for low-carb lifestyles

Foodvisor - AI Calorie Counter

Foodvisor - AI Calorie Counter

4.6 (150K)

Foodvisor

Maintains high velocity with 21 releases in six months, focusing heavily on AI-driven nutritional analysis.

AI-powered image recognition for food logging provides a modern alternative to manual database searching

Personalized nutrition coaching delivered through an automated interface rather than human-only support

Peers

Dynamic expenditure algorithms adjust calorie targets based on actual weight trends rather than static formulas

Ad-free, subscription-only model ensures a premium, distraction-free user experience for serious athletes

Gamified fasting challenges and milestone tracking increase user retention through behavioral incentives

Focuses on the timing of food intake rather than the specific caloric content of meals

Calorie Counter - MyNetDiary

Calorie Counter - MyNetDiary

4.8 (146.6K)

MyNetDiary Inc.

Offers a balanced, feature-rich experience with a strong focus on clinical accuracy and diabetes management.

Includes specialized tracking for blood glucose and insulin, appealing to users with medical dietary needs

High-quality, verified food database minimizes the common user frustration of inaccurate nutritional entries

New Kids on the Block

Intermittent Fasting Tracker:

Intermittent Fasting Tracker:

4.9 (45.4K)

Kai Oelfke

A recent entrant showing steady updates and a focused approach to the fasting niche.

Minimalist interface design prioritizes fasting window visualization over complex nutritional data entry

Simplified notification system keeps users engaged with their fasting schedule without excessive app clutter

The outtake for Calorie Counter・

Strengths to defend, gaps to attack

Core Strengths

  • AI-scan feature reduces logging friction for casual users
  • Lean interface design avoids legacy feature bloat

Critical Frictions

  • Zero rating count on iOS indicates lack of market traction
  • Absence of a verified, crowdsourced food database

Growth Levers

  • Integration of wearable device data to compete with MyFitnessPal
  • Expansion into niche diet-specific tracking

Market Threats

  • MyFitnessPal's 15-year database moat
  • Foodvisor's high-velocity 21-release cadence over the last six months

What are the next best moves?

highPivot

Audit food database accuracy because zero-rating status suggests early-stage churn risk → improve retention

The lack of user ratings suggests the current database quality is not yet meeting user expectations for branded food items.

Trade-off: Pause the AI-scan feature refinement — database accuracy is the primary barrier to initial user trust.

A counter-intuitive read

The app's lack of a massive food database is a feature, not a bug, if it can pivot to a 'minimalist' tracking niche that avoids the overwhelming complexity of MyFitnessPal.

Feature Gaps vs Competitors

  • Verified crowdsourced food database (available in MyFitnessPal)
  • Third-party fitness tracker integration (available in MyFitnessPal)
  • Social community features (available in MyFitnessPal)

Key Takeaways

The app offers a low-friction AI logging experience, but the lack of a verified food database makes it difficult to retain power users, so the PM should prioritize database expansion to compete with established incumbents.

Where Is It Heading?

Mixed Signals

The health-tracking market is consolidating around apps that offer either deep clinical accuracy or high-velocity AI automation. Calorie Counter・ is currently exposed due to its lack of a verified database, so its survival depends on whether it can scale its AI-scan accuracy before users churn to more established alternatives.

The absence of a verified food database limits the app's utility for power users, which prevents the formation of a daily retention habit.

The AI-scan feature provides a modern, low-friction entry point that differentiates the app from legacy competitors, creating a potential path for user acquisition.

Disclosure

Independent intel to help builders create better apps.

AI-powered analysis with editorial review, built from publicly available sources. See methodology.

Marlvel.ai is not affiliated with, endorsed by, or sponsored by Calorie Counter・, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Hope this helps & keep building! · Found an error?

What's new in this report

The app pivoted to a freemium monetization model and refined its market identity as a minimalist, AI-first alternative to legacy calorie counters.

shifted

Pricing Model Pivot

improved

AI Food Recognition Repositioning

shifted

Market Identity Refinement

Cite this report

Marlvel.ai. “Calorie Counter・ Intelligence Report.” Updated May 18, 2026. https://marlvel.ai/intel-report/health-fitness/calorie-counter-1

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