MyFitnessPal: Calorie Counter

What it does

MyFitnessPal is a comprehensive health and fitness application designed to help users track their nutrition and exercise. Its core function is a detailed food diary where users can log meals to monitor calorie and macronutrient intake. The app extends this with features like a barcode scanner for easy logging, a recipe database, workout routines, and personalized meal planning for premium users.

Where it shines

The app's strength lies in its deep personalization and robust feature set for subscribed users. The onboarding process is a masterclass in building perceived value. Instead of a generic setup, it uses a detailed quiz (00:23 - 01:44) that asks about goals, past struggles, and lifestyle to create a tailored plan. The Meal Planner feature, introduced after subscribing (02:45), is another highlight. It doesn't just generate a static plan; it allows users to interactively review and swap meals (06:42), giving them a strong sense of control and ensuring the plan is genuinely usable.

UX highlights

Psychological Framing: The onboarding quiz asks about past 'barriers' (00:33) and future 'habits' (00:41), framing the experience around overcoming specific challenges rather than just counting numbers.
Interactive Curation: The meal plan isn't final until the user reviews it. The ability to easily swap disliked recipes (06:43) for alternatives is a powerful tool for user buy-in.
Multi-Modal Logging: The app offers several ways to log food, including a quick barcode scanner (10:58), a sophisticated meal scanner that uses computer vision (13:47), and manual search, catering to different user contexts.
Embedded Coaching: The app surfaces timely tips and celebrations. For example, it celebrates when a user hits their fiber goal (14:13) and provides contextual tooltips for features like editing serving sizes (10:39).
Layered Information: In the recipe view (07:37), the app presents a high-level summary first, with an option to expand for detailed ingredients and instructions, preventing information overload.
Post-Subscription Onboarding: After the user subscribes, a dedicated welcome flow introduces the premium features they just unlocked (02:41), immediately reinforcing the value of their purchase.

Monetization & growth

MyFitnessPal employs a freemium model with a prominent push towards its premium tiers during onboarding. The paywall appears after the user has invested significant time in the personalization quiz, making them more likely to convert. The app uses a clever two-tier paywall (02:12 - 02:29), separating its 'Premium' and 'Premium+' offerings into tabs. This simplifies the initial decision while providing a clear upsell path for power users who want features like the meal planner. A significant discount for the annual plan ('Save 67%') is highlighted to encourage a longer-term commitment.

Who it’s for

The app is for individuals serious about tracking their nutrition and fitness to achieve specific health outcomes, primarily weight loss. It caters to both beginners who need guidance and structure from features like the meal planner, and experienced trackers who value the extensive food database and detailed analytics. The depth of customization suggests it targets users who are willing to invest time in setting up a system that works for them long-term.

Notes & opportunities

While the onboarding is thorough, its length could be a point of friction for some users. The app asks for account creation late in the flow (01:45), which is good, but the number of questions preceding it is substantial. The app also experienced a server error during the meal plan generation (06:25), highlighting a potential technical fragility in a core premium feature. Finally, the app could better integrate its various features. For example, after completing a workout (12:53), it could prompt the user to log a post-workout meal or drink water, creating a more connected user journey.