# ShelfScout Nutrition — AI Nutrition & Food Tracking

> AI-driven nutrition and food tracking with barcode scanning and personalized coaching. (iPhone/iPad app by WESLEY REED LAAKER.)

- Source: https://appshunter.io/ios/app/shelfscout-nutrition/id6758364466 (this page in markdown: same URL + `.md`)
- Developer: [WESLEY REED LAAKER](https://appshunter.io/developer/1872561783)
- Category: Health & Fitness, Lifestyle
- Price: Free with in-app purchases
- Rating: 5.00/5 from 2 App Store ratings · 2 written reviews indexed
- Age rating: 17+
- Requires: iOS 15.1 · 46 MB
- Languages: American English
- Released: 2026-03-09
- Data updated: 2026-10-07
- Monetization: freemium
- User reviews in markdown: https://appshunter.io/ios/app/shelfscout-nutrition/id6758364466/reviews.md

## What is ShelfScout Nutrition?

ShelfScout: Your personal nutrition coach.



Scan products, log meals naturally, track exercise, create recipes, and get personalized guidance that actually understands your habits.

Whether you're optimizing performance, managing your weight, or building better habits, ShelfScout adapts to how you eat and move. Scan product barcodes instantly, search from millions of branded foods, or describe what you ate and let AI estimate the nutrition. Track calories and macros alongside your exercises. Get personalized daily recommendations based on your unique profile—not generic formulas.





• Instant barcode scanning: Tap, scan, logged—millions of products

• Smart food search: Find real branded products with complete nutrition data from FatSecret's comprehensive database

• AI meal logging: Describe what you ate ("grilled chicken with rice and broccoli"). AI estimates calories, protein, carbs, fat in seconds

• Daily tracking: See exactly where your calories and macros stand, updated in real-time

• Personalized goals: Get AI-generated calorie and macro targets tailored to your age, weight, activity, and goals—and adjust them anytime

• Exercise tracking (Pro): Log workouts, earn extra calories. AI calculates calories burned based on intensity and type

• AI recipe builder (Pro): Create recipes from pantry items or description. Save favorites for later

• Learning coach (Pro): Chat with an AI coach that understands your habits, gives context-aware recommendations, and adapts as you progress

• Habit insights (Pro): Track patterns over time. Get actionable suggestions that actually work for how you eat




Other apps make you hunt for foods and nutrition information. ShelfScout automates the work—real product databases with millions of branded foods, and AI that learns how you eat. No generic advice. No friction. Just what works for you.

Nutrition data source: FatSecret API (millions of branded products with verified nutrition data).

Privacy: Your nutrition data stays on your device. Only premium features use AI, and those requests are fully encrypted.

Pro Subscription: $7.99/month or $79.99/year. Access unlimited AI features—meal logging, recipe generation, exercise tracking, and personal coaching. Cancel anytime. 

ShelfScout does not provide medical, nutritional, or professional advice, and any information tracked should not be relied upon as a recommendation. This app uses Apple's standard End User License Agreement (EULA). https://www.apple.com/legal/internet-services/itunes/dev/stdeula/

## Key features

- Barcode scanning for millions of products
- AI-powered meal logging by description
- Personalized calorie and macro goals
- Exercise and calorie burn tracking
- AI recipe builder
- Habit insights and recommendations

## Pricing and in-app purchases

Base price: Free.

**Subscriptions**

| Subscription | Price | Period |
| --- | --- | --- |
| ShelfScout Pro Yearly | $79.99 | per year |
| ShelfScout Pro Monthly | $7.99 | per month |


## Is ShelfScout Nutrition safe?

Not enough ratings yet to assess ShelfScout Nutrition.

## Is ShelfScout Nutrition legit?

ShelfScout Nutrition has limited verification signals. The AppsHunter Legitimacy Score for ShelfScout Nutrition is 48 out of 100 points across 7 verification signals from App Store and developer data.

## Recent user reviews (2 of 2)

All indexed reviews: https://appshunter.io/ios/app/shelfscout-nutrition/id6758364466/reviews.md

### 5/5 — This app is a MUST!

*2026-03-16*

ShelfScout Nutrition is one of the best nutrition apps I’ve used. It’s simple and fast which was important to me as I didn’t want to spend a long time each day tracking my eating habits. The interface is easy to use and very straight forward. I have become much more aware of my nutrition since using this app in my daily routine!!

### 5/5 — All in One

*2026-03-11*

Helpful app that combines all the things I love about different nutrition and coaching apps into a single place.

## Frequently asked questions about ShelfScout Nutrition

### What is ShelfScout?

ShelfScout is a personal nutrition coach that helps you track your food intake, log meals, monitor exercise, and receive personalized guidance. It uses AI to understand your habits and adapt recommendations to your unique profile.

### How does ShelfScout's AI meal logging work?

You can describe what you ate, like 'grilled chicken with rice and broccoli,' and ShelfScout's AI will estimate the calories and macronutrients in seconds. This feature is part of the Pro subscription.

### What are the Pro features in ShelfScout?

The Pro subscription unlocks unlimited AI features, including advanced meal logging, AI recipe generation, exercise tracking with calorie calculation, and a learning coach that provides context-aware recommendations and habit insights.

### How much does ShelfScout Pro cost?

ShelfScout Pro is available for $7.99 per month or $79.99 per year. You can cancel your subscription at any time.

### Does ShelfScout have ads?

No, ShelfScout does not contain advertisements. The app is free to download and use, with optional premium features available through a subscription.

### What devices is ShelfScout available on?

ShelfScout is compatible with iPhone, iPad, and iPod devices. It is designed for iOS users looking for a comprehensive nutrition tracking solution.

### How often is ShelfScout updated?

The latest version of ShelfScout is 1.0.1, which was last updated on March 15, 2026. Updates typically include improvements to features and performance.

### Is ShelfScout suitable for all ages?

ShelfScout has an age rating of 17+, indicating it is intended for mature users. This is likely due to the complexity of nutritional data and health goal setting.

## Version history (last 2 releases)

### 1.0.1 — 2026-03-15

Updated calorie estimation and macronutrient tracking.

### 1.0 — 2026-03-09

No release notes.

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## More apps by WESLEY REED LAAKER

- [SameSpot: Before & After](https://appshunter.io/ios/app/samespot-before-and-after/id6758897962)

All apps by WESLEY REED LAAKER: https://appshunter.io/developer/1872561783

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-10-07.*
