Calorie Counter & Food Tracker

What it does

Calorie Counter & Food Tracker is a health and fitness app designed to help users lose weight through detailed calorie and macronutrient tracking. The app's core experience revolves around a highly personalized plan generated from an extensive onboarding quiz. Its standout feature is an AI-powered food logger that allows users to describe meals in natural language, simplifying the tracking process.

Where it shines

The app's most distinctive feature is its AI-driven food and activity logging. Instead of manually searching a database, a user can simply type "Fried rice and egg" (06:57) and the app intelligently breaks the meal down into its core components (07:13). This same technology is applied to logging workouts, significantly reducing the friction of daily tracking. The initial onboarding quiz (00:06 - 05:29) is another area of strength. While long, it effectively builds user investment by creating a deep sense of personalization before presenting a paywall.

UX highlights

Real-time calculations: During onboarding, the app calculates and displays the user's BMI (00:49) and BMR (00:52) instantly, providing immediate value and transparency.
Tangible goal setting: The app helps users connect their weight loss goal to a real-life event, like a vacation (05:03), and provides a visual timeline (05:16), making the goal feel more concrete and achievable.
Sophisticated loading states: Instead of a generic spinner, the app uses a multi-stage progress bar animation (05:29) when building the user's plan, which makes the process feel more robust and data-driven.
Freemium feature-gating: On the main dashboard, premium features like detailed nutrition charts are blurred with a lock icon and a "Get plus" button (12:44), clearly communicating the value of an upgrade without completely blocking the user.
AI Wellness Coach: The app includes a chatbot (13:39) that provides detailed answers to health and wellness questions, offering support beyond simple tracking.
Multi-modal food logging: Users can log food by typing, scanning barcodes (09:05), or creating custom entries, offering flexibility for different scenarios.

Monetization & growth

Calorie Counter employs a freemium model with a soft paywall. The initial monetization attempt is an iOS system subscription prompt shown immediately after the onboarding quiz (06:16). If the user declines, they can still access the main dashboard. However, key features are locked. A persistent "Get Plus" button on the home screen leads to a dedicated paywall (06:37) which presents three subscription tiers, highlights savings on longer plans, and lists the premium features. This strategy allows users to experience the app's basic functionality before asking them to pay for advanced insights and tools.

Who it’s for

This app is best suited for individuals who are serious about starting a structured weight loss journey and appreciate a data-driven approach. The extensive onboarding suggests a target audience that is willing to invest time upfront for a highly personalized plan. The AI features appeal to users who have found traditional manual calorie counting to be tedious and are looking for a more streamlined, modern solution.

Notes & opportunities

The onboarding, while thorough, is exceptionally long. At over five minutes, it risks a high drop-off rate for users seeking a quicker start. While it builds investment, testing a shorter, more condensed version could be beneficial. Additionally, the main dashboard presents a lot of information, and some visual hierarchy could be improved to better guide the user's attention to the most important daily metrics first.