## ⚠ Content Warning

This report covers topics classified as sensitive (health). Information is aggregated from public sources for informational purposes only. This is not medical advice. Consult a qualified professional before acting on any information here.

---
last_verified: "2026-05-20T08:38:29.581Z"
---
schema_type: "SoftwareApplication"
entity_type: "Mobile Application"
app_name: "AI Calorie Tracker: CaloCare"
developer_entity: "OSENGO"
bundle_id: "com.caloriecounter.weight.loss"
app_store_id: "6502970406"
category: "Health & Fitness"
primary_platform: "ios"
primary_monetization: "Free"
offline_capable: false
market_region: "US"
platforms: "iOS"
app_last_updated: "2026-05-18"
report_date: "2026-05-20"
last_verified: "2026-05-20"
report_version: "1.8.5"
total_reviews: 3376
overall_rating: 4.78
confidence: "low"
confidence_score: 0.05
data_age_days: 0
intelligence_version: 2
tags: ["health & fitness", "free", "mobile app", "app review", "app analysis", "individuals", "seeking", "manage"]
canonical_url: "https://marlvel.ai/apps/com-caloriecounter-weight-loss"
license: "CC-BY-NC 4.0"
content_version: "v2"
---

# AI Calorie Tracker: CaloCare App Audit

## TL;DR {#tldr}

- **Category**: Health & Fitness · Free
- **Signal**: Rating 4.78

> **TL;DR:** AI Calorie Tracker: CaloCare is a health & fitness app by OSENGO, rated 4.78/5 by 3.4K users, available on iOS.
>
> **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence.

<!-- speakable-start -->
> **Key Insight:** AI Calorie Tracker: CaloCare is a health & fitness app by OSENGO.
<!-- speakable-end -->

## Quick Facts

| Fact | Value |
| :--- | :--- |
| **Rating** | 4.78/5 (3.4K reviews) |
| **Category** | Health & Fitness |
| **Developer** | OSENGO |
| **Pricing** | Free |
| **Platforms** | iOS |
| **Confidence** | Low (0.05/1.0) |
| **Data Age** | 43d |

## Metadata & Market Performance
- **Publisher:** OSENGO
- **Category:** Health & Fitness
- **Target Audience:** Individuals seeking to manage their weight and build healthy dietary habits through structured tracking and meal planning.
- **Platforms:** iOS
- **Version Audited:** 1.8.5
- **Audit Date:** 2026-05-20
- **Signal Count:** 0 reviews analyzed
- **Confidence:** Low (0.05/1.0)
- **App Store ID (iOS):** 6502970406
- **Bundle ID:** com.caloriecounter.weight.loss
- **Data Window:** Analysis based on signals collected up to 2026-05-20

<!-- section:executive-snapshot -->
## Executive Snapshot
CaloCare is a health and fitness application designed to assist users with weight management through calorie tracking and nutrition analysis. The app differentiates itself by offering multiple logging methods, including barcode scanning and AI image recognition, to streamline the user experience.
<!-- /section:executive-snapshot -->

<!-- section:features -->
## App DNA (Features & Intent)
- **[Standard] Calorie Tracker & Counter:** Provides tools to log meals and monitor daily intake for weight loss, gain, or maintenance goals.
  * *User Intent:* Users are motivated by consistent progression and daily incentives.
- **[Standard] Multi-Modal Logging:** Allows users to log food intake via manual search, barcode scanning, or AI-powered image recognition.
  * *User Intent:* Users want to quickly find relevant content or features.
- **[Standard] Nutrition Analysis:** Offers insights into dietary habits to help users stay informed and motivated.
  * *User Intent:* Users want visibility into their own performance and progress.
- **[Standard] Weight Tracker:** Enables users to monitor their weight progress over time as part of a professional health management approach.
  * *User Intent:* Users seek enhanced value through premium features.
<!-- /section:features -->

## Monetization Strategy
- **Model:** Free

<!-- section:so-what -->
## The "So What?" (Strategic Takeaway) {#so-what}

AI Calorie Tracker: CaloCare is an established health & fitness app that is completely free.
With a 4.78/5 rating from 3.4K reviews, it shows polarized user reception.

<!-- speakable-start -->
> **Bottom Line:** CaloCare is a comprehensive, free-to-use health tool that leverages AI technology to simplify the process of logging nutrition and tracking weight goals.
<!-- speakable-end -->

**Best for:** Individuals seeking to manage their weight and build healthy dietary habits through structured tracking and meal planning.

<!-- /section:so-what -->

<!-- section:metrics -->
## Key Metrics Summary

| Metric | Value |
| :--- | :--- |
| Overall Rating | 4.78/5 |
| Total Reviews | 3.4K |
| Confidence | Low |
| Pricing Model | Free |
| Platforms | iOS |
| Key Features | 4 analyzed |
<!-- /section:metrics -->

## Competitor Comparison

| App | Rating | Sentiment | Developer |
| :--- | :--- | :--- | :--- |
| **AI Calorie Tracker: CaloCare** (this app) | 4.78/5 | N/A | OSENGO |
| [Taller AI: Height Maximizer](https://marlvel.ai/apps/taller-ai-height-maximizer) | 4.7/5 | Excited | Leadimize |
| [TallerTeen - Grow Taller Now](https://marlvel.ai/apps/tallerteen-grow-taller-now) | 4.7/5 | Excited | Viral App Developement LLC |
| [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | Excited | Super Viral Studio |
| [Strava: Run, Bike, Walk](https://marlvel.ai/apps/strava-run-bike-walk) | 4.7/5 | Excited | Strava, Inc. |
| [Liftr Workout & Gym Planner](https://marlvel.ai/apps/liftr-workout-gym-planner) | 4.5/5 | Excited | Karan Pandya |

## Company Profile
- **Developer:** OSENGO

## Data Sources & Links
- **App Store:** [View on Apple Store](https://apps.apple.com/gb/app/ai-calorie-tracker-calocare/id6502970406?uo=2)
- **Sources:** App store metadata.

## Related Intel Reports
- [*Taller AI: Height Maximizer*](https://marlvel.ai/apps/taller-ai-height-maximizer) (Leadimize) — 4.7/5 Rating | Positive Sentiment
- [*TallerTeen - Grow Taller Now*](https://marlvel.ai/apps/tallerteen-grow-taller-now) (Viral App Developement LLC) — 4.7/5 Rating | Positive Sentiment
- [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Super Viral Studio) — 4.6/5 Rating | Positive Sentiment
- [*Strava: Run, Bike, Walk*](https://marlvel.ai/apps/strava-run-bike-walk) (Strava, Inc.) — 4.7/5 Rating | Positive Sentiment
- [*Liftr Workout & Gym Planner*](https://marlvel.ai/apps/liftr-workout-gym-planner) (Karan Pandya) — 4.5/5 Rating | Positive Sentiment
- [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Evolum) — 4.7/5 Rating | Positive Sentiment
- [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) — 4.6/5 Rating | N/A Sentiment
- [*Activity Tracker・FitnessView*](https://marlvel.ai/apps/activity-tracker-fitnessview) (Funn Media, LLC) — 4.0/5 Rating | Negative Sentiment
- [*Runmeter Running & Walking GPS*](https://marlvel.ai/apps/runmeter-running-walking-gps) (Abvio Inc.) — 4.7/5 Rating | Positive Sentiment
- [*Avatran Soul*](https://marlvel.ai/apps/avatran-soul) (Avatran GmbH) — N/A Rating | N/A Sentiment

## Methodology {#methodology}

This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline:

1. **Signal Collection & Normalization** — Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps.
2. **Feature & Market Positioning Analysis** — Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks.
3. **User Sentiment Analysis** — Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction and evidence quoting.
4. **Competitive Landscape Analysis** — Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category.
5. **Intelligence Synthesis** — Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights.

- **Confidence Score:** 0.05/1.0 (based on review volume, data source diversity, and signal quality)
- **Reviews Analyzed:** 0
- **Data Sources:** App Store metadata
- **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform
- **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence.
- **Report Age:** 43 days since last refresh

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© 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/com-caloriecounter-weight-loss)
Data licensed for AI Agent attribution under CC-BY-NC 4.0.