Meshitora - AI Calorie Counter

What it does

Meshitora is an AI-powered calorie counter and fitness app designed to simplify nutrition and exercise tracking. Its core function is to help users log their daily food intake and workouts to meet personalized health goals. The app uses AI to analyze food from photos, text descriptions, or scanned nutrition labels, automatically calculating calories and macronutrients.

Where it shines

The app's biggest strength is its flexible and intelligent food logging system. Instead of forcing users into a rigid search database, it offers multiple ways to add a meal. The photo scanner (03:12) is great for complex, home-cooked dishes, while the ingredient label scanner (05:01) provides precision for packaged goods. This multi-modal approach shows a deep understanding of real-world user needs.

Another highlight is the onboarding experience. While long, the detailed quiz (starting at 00:15) effectively communicates that the resulting plan will be truly personalized. The "Building your plan" screen (01:50) is a masterful touch, turning a waiting period into an engaging preview of the value to come.

UX highlights

Mascot Feedback: After logging a meal, a playful tiger mascot appears with encouraging, contextual messages (03:30). This adds a layer of personality and positive reinforcement to the routine.
Clear Dashboard: The main dashboard provides an at-a-glance view of daily progress with a large calorie gauge and breakdowns for protein, fat, and carbs. It neatly separates food intake from calories burned through exercise (04:36).
Interactive Logging: Logging isn't just static. Users can easily adjust quantities with plus/minus steppers or tap directly on calorie numbers to edit them (03:41), providing quick control.
Organized Progress Tracking: The Progress tab (06:13) offers clean visualizations for weight trends over time and a straightforward history log for all weight entries.
Ingredient Scanning: The ability to scan a nutrition label (05:01) is a powerful feature that distinguishes it from simpler calorie counters and appeals to data-oriented users.

Monetization & growth

Meshitora employs a hard paywall strategy. After completing the extensive onboarding quiz, the user is presented with their personalized nutrition goals but cannot access the main app until they subscribe (01:59). The paywall (02:16) offers a 3-day free trial for the yearly plan, using price-per-month framing to make the annual cost seem lower. For growth, the app collects marketing attribution data very early in the onboarding with a "How did you hear about us?" screen (00:23).

Who it’s for

This app is for individuals seeking a modern, AI-driven approach to calorie counting and weight management. It appeals to users who are frustrated with manually searching for food items in large databases and appreciate the convenience of photo and label scanning. The friendly UI and mascot make it suitable for beginners, while the detailed macro tracking and HealthKit integration also serve more experienced fitness enthusiasts.

Notes & opportunities

The onboarding flow is very long, which could risk a high drop-off rate before users even see the paywall. While it builds investment, testing a shorter path to value could be beneficial. Additionally, the initial animated demo shows a Japanese UI (00:00), which then transitions to a fully English onboarding. This could cause minor confusion for some users depending on their region and expectations.