Verdict

Calorie Counter: Zorest AI scores 8.3 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 AI-Assisted Nutrition Tracking — Individuals seeking advanced AI tools to simplify meal logging, macro tracking, and receive personalized dietary guidance.. It is a weak fit for Human Coaching Preference — Users who prefer direct interaction and personalized advice from a human coach rather than an AI system..

Who it is for

AI-Assisted Nutrition Tracking — Individuals seeking advanced AI tools to simplify meal logging, macro tracking, and receive personalized dietary guidance. Weight Management — Users focused on weight loss or maintaining a healthy weight through precise calorie and macro monitoring. Dietary Adherence — Those following specific diets (keto, low-carb, high-protein, intermittent fasting) who need tailored meal plans and tracking. Gut Health Monitoring — People with IBS or digestive sensitivities looking to identify FODMAP triggers and optimize gut health.

Price

Monthly: $9.99.

Yearly: $49.99.

Trial: Promotional free trials have been offered, though specific current trial duration is not detailed..

What the feature record says

Photo logging is marked available. Quality: excellent. Coverage: strong. Usefulness: high. Allows logging meals by snapping a photo, with AI identifying food items. Evidence noted: description screenshots

Audio logging is marked available. Quality: good. Coverage: moderate. Usefulness: medium. Supports logging meals by speaking, with AI understanding the input. Evidence noted: description

Text logging is marked available. Quality: good. Coverage: strong. Usefulness: high. Users can log meals via text input, offering flexibility. Evidence noted: description

Apple Health is marked available. Quality: good. Coverage: strong. Usefulness: high. A past bug with Apple Health integration was reported but has been confirmed as fixed by the developer. Evidence noted: reviews web

Macro tracking is marked available. Quality: excellent. Coverage: strong. Usefulness: high. Tracks carbs, protein, fat, and calories with precision, a core feature of the app. Evidence noted: description screenshots

Water tracking is marked available. Quality: good. Coverage: moderate. Usefulness: medium. Allows users to track their water intake within the journal. Evidence noted: description

Review themes

Users consistently praise the app's AI-powered meal logging, macro tracking, and personalized meal suggestions, noting that it simplifies food tracking and helps achieve fitness goals. The AI coach and gut health features are also highlighted as valuable. Several users reported significant bugs, including subscription access issues post-update, data loss, and problems with Apple Health integration (though this is reportedly fixed). Some expressed dissatisfaction with mandatory login methods and the absence of step tracking.

Liked: AI Meal Logging (4 mentions). The ability to log meals instantly via photo or voice, with AI identification, is highly valued for its ease and speed.

Liked: Macro Tracking (2 mentions). Users find the macro tracking precise and effective for staying on top of nutritional goals.

Liked: AI Coaching (2 mentions). The personalized tips and weekly voice coaching from the AI nutritionist are seen as beneficial for guidance and accountability.

Disliked: Subscription Issues (1 mentions). A user reported losing lifetime subscription access after an update, requiring re-subscription or data loss.

Disliked: Bugs/Glitches (2 mentions). Users experienced various bugs, including the app not working, inability to link Apple Health (reportedly fixed), and general instability.

Disliked: Missing Features (1 mentions). A user noted the absence of step counting functionality.

Scores

Overall 8.3/10. Confidence on the record is 1.

Accuracy: 8/10. Quality rating of the accuracy feature (5 if unknown).

Pricing value: 7.2/10. 10 - annualised price $49.99/15 (+0.5 if free trial).

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

Feature depth: 9.3/10. Quality-weighted share of tracked features available (excellent 1.0 .. poor 0.2), x1.6, capped at 10.

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

User feedback: 8/10. Bayesian rating 4.58 (iOS 4.58x500 + Play 4.63x931, prior 4.3x200) + review stars sentiment +0.67 over 12 reviews.

Maintenance: 8.2/10. Last release 23 days ago (half-life 90d, 70%) + median 8 days between releases (30%).

Traction: 5.3/10. log10 of 1431 total ratings (iOS+Play), 1M ratings = 10.

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

Who should skip it

Skip Calorie Counter: Zorest AI if you need Human Coaching Preference — Users who prefer direct interaction and personalized advice from a human coach rather than an AI system.; Comprehensive Activity Tracking — Individuals prioritizing detailed step counting or advanced workout analytics, as these features are limited or absent.; Micronutrient Focus — Users needing in-depth tracking and analysis of vitamins and minerals beyond basic macronutrients..