AI Calorie Counter & Meal Plan

What it does

This app is an AI-driven health and fitness tool designed to simplify calorie counting and meal planning. Its primary function is to allow users to log their meals by taking a photo, after which the app's AI identifies the ingredients and estimates nutritional information. It also provides personalized meal plans based on a user's goals, preferences, and dietary restrictions.

Where it shines

The app's strength lies in making a traditionally tedious task feel modern and accessible. The onboarding (00:07-02:29) is exceptionally thorough, using a friendly mascot and a detailed quiz to create a sense of deep personalization before the user even reaches the main app. The core food scanning feature is impressive, not just for its recognition but for its interactivity. For example, after scanning a salad at 03:34, the user can deselect specific ingredients (03:56) to fine-tune the calorie count, a crucial feature for accuracy and user trust.

UX highlights

Mascot-driven narrative: A fox character is used throughout the onboarding (e.g., 00:11, 01:00) to contrast the app's AI benefits against the frustrations of traditional tracking, creating a compelling story.
Interactive data input: Instead of basic forms, the app uses more engaging elements like an interactive slider to set weight loss speed (01:06), making data collection feel less like a chore.
Editable AI results: The ability to deselect ingredients from a scanned meal (03:56) empowers the user, acknowledging that AI isn't perfect and giving them final control over their data.
Intuitive log management: The main dashboard uses a standard swipe-to-delete gesture (05:10) with a confirmation modal, balancing speed with the safety of preventing accidental data loss.
Clear progress visualization: The progress charts (05:16) offer simple weekly, monthly, and 6-month views, making it easy for users to see their performance against goals at a glance.

Monetization & growth

The app uses a free trial-based subscription model, introduced after a very long and personalized onboarding quiz. A paywall appears at 02:31, presenting two options: a yearly plan with a '50% OFF' discount and a 3-day free trial that converts to a weekly subscription. The paywall itself features a carousel highlighting key premium features like 'Unlimited Food Scans' and 'Personal meal plan.' The app primes the user for this decision by showing a sequence of social proof, including download stats and user testimonials (02:18), just before the offer.

Who it’s for

This app is geared towards individuals who are new to calorie counting or have found traditional logging methods too tedious. The AI-scanning feature appeals to users looking for a quick, low-friction way to track their meals. The extensive personalization and goal-setting also make it suitable for anyone starting a specific weight loss, gain, or maintenance journey who wants a structured plan without having to do all the manual calculations themselves.

Notes & opportunities

While the onboarding is thorough, its length could be a point of friction for some users, potentially leading to drop-off before they see the core value. The app could test a shorter, more focused quiz to get users to the main experience faster. Additionally, after a meal is logged, the nutrition details for individual ingredients are hidden behind another tap. Surfacing the calorie count for each ingredient directly on the meal detail screen (after 03:52) could improve transparency and reduce clicks.