High confidence · 95 reviews analyzed · Based on 95 reviews. Signal may be noisy.

Mixed

Recent user voice shows a mixed sentiment. Users appreciate automatic calorie calculation from food photography provides significant time savings for daily tracking, but report inaccurate food recognition and calorie estimation force users to manually correct data frequently.

Rating: 4.6

Reviews: 95

Confidence: high

How did the latest release land?

Overall
4.6/ 5
(133.5K)
Current version
4.7/ 5
+0.1 vs overall
(3K)
Main signal post-update: automatic calorie calculation from food photography provides significant time savings for daily tracking.

Sentiment over time

Weekly average rating and review volume across stores, last 90 days.

Review themes

Praise

What users love

  • Automatic calorie calculation from food photography provides significant time savings for daily tracking
    • Users appreciate the ability to log meals by simply taking a photo
    • The automated calorie estimation is described as a major convenience for daily use
Complaint

Common complaints

  • Inaccurate food recognition and calorie estimation force users to manually correct data frequently
    • Users report the AI misidentifies ingredients or provides wildly incorrect calorie counts
    • The need to constantly edit entries makes the app feel like a manual logging tool
Request

Most requested

  • Integration with health platforms to sync nutrition data across other fitness applications
    • Users request data sharing capabilities with standard health tracking apps
    • Lack of integration is cited as a barrier to getting a complete health picture

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with editorial review, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by Calz: Calorie Counter AI, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

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