## ⚠ 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: "2026-05-20T00:32:01.737Z"
---
schema_type: "SoftwareApplication"
entity_type: "Mobile Application"
app_name: "Calorie Counter by Wayout AI"
developer_entity: "Wayout.fitness"
bundle_id: "com.wayout.wayout_food"
app_store_id: "6463749694"
category: "Health & Fitness"
primary_platform: "ios"
primary_monetization: "Free"
offline_capable: false
market_region: "US"
platforms: "iOS & Android"
app_last_updated: "2026-05-17"
report_date: "2026-05-20"
last_verified: "2026-05-20"
report_version: "85"
total_reviews: 2609
overall_rating: 4.9
confidence: "low"
confidence_score: 0.2
data_age_days: 0
momentum_velocity: "intense"
intelligence_version: 2
tags: ["health & fitness", "free", "mobile app", "app review", "app analysis", "individuals", "seeking", "structured,"]
canonical_url: "https://marlvel.ai/apps/com-wayout-wayout_food"
license: "CC-BY-NC 4.0"
content_version: "v2"
---

# Calorie Counter by Wayout AI App Audit

## TL;DR {#tldr}

- **Category**: Health & Fitness · Free
- **Signal**: Rating 4.9

> **TL;DR:** Calorie Counter by Wayout AI is a health & fitness app by Wayout.fitness, rated 4.9/5 by 2.6K users, available on iOS & Android.
>
> **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence.

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

## Quick Facts

| Fact | Value |
| :--- | :--- |
| **Rating** | 4.9/5 (2.6K reviews) |
| **Category** | Health & Fitness |
| **Developer** | Wayout.fitness |
| **Pricing** | Free |
| **Platforms** | iOS & Android |
| **Confidence** | Low (0.2/1.0) |
| **Data Age** | 43d |

## Metadata & Market Performance
- **Publisher:** Wayout.fitness
- **Category:** Health & Fitness
- **Target Audience:** Individuals seeking a structured, data-driven approach to weight management and nutritional tracking.
- **Platforms:** iOS & Android
- **Version Audited:** 85
- **Audit Date:** 2026-05-20
- **Signal Count:** 1 reviews analyzed
- **Confidence:** Low (0.2/1.0)
- **App Store ID (iOS):** 6463749694
- **Bundle ID:** com.wayout.wayout_food
- **Google Play ID:** com.wayout.wayout_food
- **Data Window:** Analysis based on signals collected up to 2026-05-20
- **Short Description:** AI Calorie & Macro Tracker by Wayout: Food Diary, Weight Tracker, Water Tracker

<!-- section:executive-snapshot -->
## Executive Snapshot
Calorie Counter by Wayout AI is a health and fitness application designed to assist users in managing nutrition and body metrics. The app provides personalized recommendations for calorie and macro targets alongside tools for logging daily intake and hydration.
<!-- /section:executive-snapshot -->

<!-- section:features -->
## App DNA (Features & Intent)
- **[Standard] Personalized Recommendations:** Provides customized advice for calorie needs, macro balance, and weight loss targets based on user-specific data.
  * *User Intent:* Users value self-expression and personalized experiences.
- **[Standard] Food Diary and Barcode Scanner:** Allows users to log meals and snacks efficiently using an integrated barcode scanner.
- **[Standard] Macro and Calorie Tracker:** Monitors daily intake of proteins, fats, and carbohydrates to help users maintain nutritional balance.
  * *User Intent:* Users are motivated by consistent progression and daily incentives.
- **[Standard] Water Tracker:** Enables users to monitor their daily water intake to support hydration goals.
  * *User Intent:* Users are motivated by consistent progression and daily incentives.
<!-- /section:features -->

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

<!-- section:momentum -->
## App Momentum (Intense) {#momentum}

Last updated 2d ago. 5 versions tracked.

> **Cadence:** 5 total versions · 0 majors in last 6 months · 2 days since last update

<!-- /section:momentum -->

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

Calorie Counter by Wayout AI is an established health & fitness app that is completely free.
With a 4.9/5 rating from 2.6K reviews, it shows polarized user reception.

<!-- speakable-start -->
> **Bottom Line:** The app functions as a comprehensive nutritional logging tool that emphasizes personalized goal-setting and ease of use through barcode scanning.
<!-- speakable-end -->

**Best for:** Individuals seeking a structured, data-driven approach to weight management and nutritional tracking.

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

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

| Metric | Value |
| :--- | :--- |
| Overall Rating | 4.9/5 |
| Total Reviews | 2.6K |
| Confidence | Low |
| Pricing Model | Free |
| Platforms | iOS & Android |
| Key Features | 4 analyzed |
<!-- /section:metrics -->

## Competitor Comparison

| App | Rating | Sentiment | Developer |
| :--- | :--- | :--- | :--- |
| **Calorie Counter by Wayout AI** (this app) | 4.9/5 | N/A | Wayout.fitness |
| [Strava: Run, Bike, Walk](https://marlvel.ai/apps/strava-run-bike-walk) | 4.7/5 | Excited | Strava, Inc. |
| [Taller AI: Height Maximizer](https://marlvel.ai/apps/taller-ai-height-maximizer) | 4.7/5 | Excited | Leadimize |
| [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | N/A | Super Viral Studio |
| [TallerTeen - Grow Taller Now](https://marlvel.ai/apps/tallerteen-grow-taller-now) | 4.7/5 | Excited | Viral App Developement LLC |
| [Planet Fitness](https://marlvel.ai/apps/planet-fitness) | 4.8/5 | Excited | Planet Fitness Holdings, LLC |

## Company Profile
- **Developer:** Wayout.fitness
- **Website:** [https://wayout.fitness/](https://wayout.fitness/)

## Data Sources & Links
- **App Store:** [View on Apple Store](https://apps.apple.com/ru/app/%D1%81%D1%87%D0%B5%D1%82%D1%87%D0%B8%D0%BA-%D0%BA%D0%B0%D0%BB%D0%BE%D1%80%D0%B8%D0%B9-%D0%B8-%D0%B1%D0%B6%D1%83-wayout/id6463749694?uo=4)
- **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.wayout.wayout_food)
- **Dev Site:** [Official Website](https://wayout.fitness/)
- **Sources:** App store metadata, User reviews.

## Related Intel Reports
- [*Strava: Run, Bike, Walk*](https://marlvel.ai/apps/strava-run-bike-walk) (Strava, Inc.) — 4.7/5 Rating | Positive Sentiment
- [*Taller AI: Height Maximizer*](https://marlvel.ai/apps/taller-ai-height-maximizer) (Leadimize) — 4.7/5 Rating | Positive Sentiment
- [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Super Viral Studio) — 4.6/5 Rating | N/A Sentiment
- [*TallerTeen - Grow Taller Now*](https://marlvel.ai/apps/tallerteen-grow-taller-now) (Viral App Developement LLC) — 4.7/5 Rating | Positive Sentiment
- [*Planet Fitness*](https://marlvel.ai/apps/planet-fitness) (Planet Fitness Holdings, LLC) — 4.8/5 Rating | Positive Sentiment
- [*Holoholo: Daily Memories*](https://marlvel.ai/apps/holoholo-daily-memories) (For Pedestrians LLC.) — 4.4/5 Rating | Excellent Sentiment
- [*Liftr Workout & Gym Planner*](https://marlvel.ai/apps/liftr-workout-gym-planner) (Karan Pandya) — 4.5/5 Rating | Positive Sentiment
- [*Runmeter Running & Walking GPS*](https://marlvel.ai/apps/runmeter-running-walking-gps) (Abvio Inc.) — 4.7/5 Rating | Positive Sentiment
- [*Activity Tracker・FitnessView*](https://marlvel.ai/apps/activity-tracker-fitnessview) (Funn Media, LLC) — 4.0/5 Rating | Negative Sentiment
- [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) — 4.6/5 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:** 0.2/1.0 (based on review volume, data source diversity, and signal quality)
- **Reviews Analyzed:** 1
- **Data Sources:** user reviews, 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

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