On April 24, 2026, MyFitnessPal rolled out a redesign that quietly removed the most iconic screen in nutrition tracking history. The food diary — the thing the app was named after for fifteen years — is no longer the home view. It now sits behind a "View All" button, two taps deep.
Users are not happy. App Store reviews flipped negative within hours. Refund requests are spiking. There is a lot of energy online about how MyFitnessPal "broke the app."
Here is the unpopular take: they are right to bury it. They are just solving the wrong problem.
The new home screen is called Today. It surfaces logging streaks, a Premium AI coach, meal planning suggestions, and a few cards designed to pull you back into the app. The diary itself — the chronological list of everything you ate — is still in there. It is just no longer the front door.
For most product teams, this is a routine call. Diary screens have a problem: once a user has logged their day, the diary is a wall of text that does nothing. It is read-only history. It does not prompt action, does not surface anything new, does not give the user a reason to come back tomorrow.
So MyFitnessPal did what consumer apps have done forever when an old surface stops earning its keep: they downgraded it and put something more engaging on top.
The choice is defensible. The reasoning behind it tells you something important about where the entire nutrition tracking category is going.
Here is what fifteen years of nutrition app data has been quietly screaming. Around 70% of nutrition app users churn within the first 30 days. The most-cited reason is not lack of motivation. It is that logging is too complex and too time-consuming, and the payoff for doing it does not feel proportional to the effort.
Read that again. Users are not abandoning these apps because they failed at nutrition. They are abandoning them because the apps make logging feel like data entry for someone else's spreadsheet.
The diary is the symptom, not the value. Nobody downloaded MyFitnessPal because they wanted a list of yesterday's meals. They downloaded it because they wanted to understand something about themselves — their habits, their patterns, what is actually working, what is quietly sabotaging them. The diary was supposed to be the path to that understanding. It almost never was.
When the food diary is your home screen, it implies that the act of logging is the product. It is not. The act of logging is the cost. The product is what the app gives back in return.
For most of nutrition tracking history, the answer to "what does the app give back" has been a calorie total at the bottom of the screen. That is a remarkably thin payoff for the effort it asks of you.
So when MyFitnessPal hides the diary, they are admitting in design what users have been telling them for years with their behavior: the diary is not why anyone wants this app to exist.
Here is where the redesign goes sideways.
What MyFitnessPal put on top of the diary is a different version of the same problem. Streak counters. Logging reminders. Meal planning suggestions. AI coaching nudges. All of it is designed to do one thing: get you to log more.
That is the wrong job to optimize for. Logging more is what brought you to a daily wall of text in the first place. Doubling down on engagement around the input does not create more value — it just makes the cost of staying engaged higher.
The redesign answers the question "how do we make the diary screen more engaging?" That question has the wrong premise. The right question is: "now that we have all this data the user fought to log, what are we giving back?"
A streak is not an answer. A streak is a reward you get for paying the cost. It is operant conditioning around effort, not insight. It tells you nothing about your eating that you did not already know.
A photo of your last meal with an AI caption is not an answer either. It is novelty. The third time you see one, the magic is gone.
The genuine question — the one nutrition apps have been avoiding for fifteen years — is harder. It is: what should an app remember about my eating that I cannot remember on my own?
Most people, asked what they ate last Tuesday, cannot tell you. Asked what they ate the last three Tuesdays in a row, definitely cannot. Asked whether they tend to eat differently when they sleep poorly, when they travel, when they are stressed, when they are around certain people — almost nobody has an answer.
This is the gap. Human episodic memory for food is famously bad. Studies on dietary recall consistently show that people misremember what they ate within 24 hours, and the error compounds dramatically over weeks. The reason calorie counting feels Sisyphean is not that calories are unknowable. It is that you are trying to extract patterns from data your brain refuses to retain.
The right thing to put in front of a nutrition app user is not a streak. It is what they cannot otherwise see.
A pattern across the last six weeks. A correlation between sleep and snacking that they did not consciously notice. A note that protein intake collapses on travel days. A reminder that the last three times they tried this exact restaurant, lunch ran 600 calories higher than they thought.
That is not a diary. It is a memory layer. The diary records data; a memory layer makes the data useful. The difference is enormous, and it is the part the entire category has been ducking.
When MyFitnessPal demoted the diary, they implicitly acknowledged that the diary alone is not the product. They did not, however, replace it with something better. They replaced it with more engagement bait.
If you have been feeling that your nutrition tracker is asking a lot from you and giving very little back, that intuition is correct. The 70% one-month churn number is not because users are weak. It is because the math of the trade — logging effort versus useful insight — does not work for most people.
Three things to watch for in any nutrition app you actually want to keep using:
These are the questions the MyFitnessPal redesign does not answer. The fact that they hid the diary is honest. The fact that they put another funnel on top of it is not.
The shift the category is going through is real. Logging-as-product is dying. Memory-as-product is what comes next.
This is not a UI debate. It is a structural one. The apps that win the next five years will not be the ones with the prettiest streak counters or the fastest photo recognition. They will be the ones that turn weeks of logged data into something you actually rely on — a quiet, accurate memory of how you eat, surfaced at the moments it matters.
MyFitnessPal can see the old model is broken. They have not yet built the new one. That is the opening.
You did not download a nutrition tracker to keep a diary. You downloaded it to understand yourself a little better. The apps that take that goal seriously, instead of papering over it with engagement tricks, are the ones worth your data.
The diary was never the product. Memory is.
