Verdict

Noot: AI Calorie Diet Coach scores 7 out of 10 in this guide. Method healthier-v1: weighted blend of 9 data-derived sub-scores; see scoring.md. The record files it for Individuals new to calorie counting — The app's simple, user-friendly interface and straightforward logging make it ideal for beginners.. It is a weak fit for Users requiring highly customizable meal plans — The app's meal plans may lack sufficient flexibility for specific dietary protocols like Keto..

Who it is for

Individuals new to calorie counting — The app's simple, user-friendly interface and straightforward logging make it ideal for beginners. Users seeking AI-driven nutrition guidance — Features a 24/7 AI diet coach that provides personalized tips and analyzes meal impact. Those who prefer visual food logging — Offers convenient photo-based meal tracking and barcode scanning for quick logging. People focused on weight loss without restrictive diets — Promotes sustainable weight loss by building healthy habits rather than strict, temporary diets.

Price

Monthly: $34.99.

Yearly: $39.99.

Weekly: $9.99.

Trial: Full access free trial that converts to paid subscription..

What the feature record says

Photo logging is marked available. Quality: good. Coverage: strong. Usefulness: high. Allows users to log meals by snapping a photo, with AI identifying food items and providing nutritional data. Evidence noted: description screenshots

Text logging is marked available. Quality: good. Coverage: moderate. Usefulness: medium. Users can manually log meals and ingredients, which is a standard text-based input. Evidence noted: description

Apple Health is marked available. Quality: good. Coverage: strong. Usefulness: high. Integrates with Apple Health for syncing weight, step count, and calorie burn data. Evidence noted: web

Macro tracking is marked available. Quality: excellent. Coverage: strong. Usefulness: high. Comprehensive tracking of protein, fats, and carbs, with daily summaries and per-meal breakdowns. Evidence noted: description screenshots

Micronutrients is marked available. Quality: fair. Coverage: moderate. Usefulness: medium. Tracks fiber and sugar, but a user review indicates fiber visibility could be improved, requiring drilling down for details. Evidence noted: description reviews

Workout tracking is marked available. Quality: fair. Coverage: weak. Usefulness: low. While the app can import active/basal calories burned via Apple Health, it does not offer native workout logging or tracking features. Evidence noted: web

Review themes

Users consistently praise Noot for its ease of use, intuitive design, and effectiveness in calorie tracking and weight management. The app is considered well-made and helpful, especially for beginners. Key complaints include limited customization for specific diet meal plans, insufficient visibility of certain micronutrients like fiber at a glance, and occasional inaccuracies in AI food recognition for similar items or specific brands.

Liked: Ease of Use (3 mentions). Users consistently praise the app's simplicity and straightforward calorie tracking.

Liked: App Effectiveness (3 mentions). The app is considered well-made, useful, and helpful for achieving health goals.

Liked: Design & Intuition (2 mentions). Users appreciate the simple, intuitive design and helpful nutrition tips.

Disliked: Micronutrient Visibility (1 mentions). Users desire more prominent display of fiber intake without needing to drill down.

Disliked: Meal Plan Customization (1 mentions). One user found the meal plans lacked sufficient customization options for specific diets like Keto.

Disliked: Food Recognition Accuracy (1 mentions). The AI food recognition feature sometimes struggles with distinguishing similar foods or specific brands.

Scores

Overall 7/10. Confidence on the record is 0.82.

Accuracy: 4.5/10. Quality rating of the accuracy feature (5 if unknown).

Pricing value: 7.8/10. 10 - annualised price $39.99/15 (+0.5 if free trial).

Ease of use: 9/10. 5 + 5 x best quality of fast-logging features (AI image/text/audio, barcode).

Feature depth: 7.7/10. Quality-weighted share of tracked features available (excellent 1.0 .. poor 0.2), x1.6, capped at 10.

Beginner friendliness: 9.4/10. 60% easeOfUse + 40% beginner skill-level fit.

User feedback: 8.7/10. Bayesian rating 4.67 (iOS 4.68x144 + Play 4.89x339, prior 4.3x200) + review stars sentiment +0.60 over 10 reviews.

Maintenance: 3.4/10. Last release 262 days ago (half-life 90d, 70%) + median 6 days between releases (30%).

Traction: 4.5/10. log10 of 483 total ratings (iOS+Play), 1M ratings = 10.

Coachability: 8/10. Best quality of aiCoach / coachConnection features.

Who should skip it

Skip Noot: AI Calorie Diet Coach if you need Users requiring highly customizable meal plans — The app's meal plans may lack sufficient flexibility for specific dietary protocols like Keto.; Individuals needing precise micronutrient visibility at a glance — Fiber intake, for example, requires drilling down into individual food items rather than being prominently displayed.; Those seeking human coaching or community support — The app provides an AI coach, not direct interaction with human experts or a user community..