09/18/2025 | News release | Distributed by Public on 09/18/2025 11:16
Let's face it: food labels can be confusing. If you're trying to eat well, you've got to read through nutrition facts and ingredient lists-and who has the time and energy for that?
Enter food scanning apps that "rate" your food for you. Simply scan your food's barcode and these apps tell you whether your food is healthy, unhealthy or somewhere in between.
Do these apps simplify healthy eating, or are they creating more problems than they solve? Henry Ford Health registered dietitian Leah Oldham, RDN, explains the pros and cons of using food scanning apps, and the best way to create a diet that works for you.
While it's true that broccoli is more nutritious than a cookie, Oldham says rating foods as "good" or "bad" sends a misleading message. "I think these apps have good intentions behind them," she said. "But they're presenting food in a black-and-white way, when the reality is far more nuanced."
For example, maybe you add a splash of half-and-half to your coffee each morning. "If you scan the half-and-half, chances are, the app will flag it as 'bad' because it's high in saturated fat and calories," says Oldham. "But if you're eating an otherwise healthy diet, using a tablespoon of cream each day is not a problem."
Even so-called "unhealthy" foods can be part of a balanced diet if you're not eating them frequently. However, these food apps could set you up for an unrealistic goal of eating perfectly 100% of the time.
"Most people should limit their saturated fat intake, but you don't have to avoid it entirely," says Oldham. "An app may tell you that a hamburger is always a bad choice because it's high in calories and saturated fat. But if you really love burgers, you might feel frustrated or defeated because your favorite food is now off-limits, according to an app."
Plus, there are ways you can make that burger healthier without giving it up entirely. "Consider using lean meat, a whole grain bun instead of white, grilling instead of frying and adding lots of veggies," suggests Oldham.
Oldham explains that food rating apps don't know your health needs or even how often you're consuming each food. "The ideal diet follows some common guidelines about calories, sugar, saturated fat and other nutrients, but this standard plan may not fit your personal needs," Oldham explains.
Your food choices should be influenced by your:
Rating your food can also spark fears that certain foods are forbidden, which could lead to orthorexia or other disordered eating patterns. "A fear-based eating pattern can lead to unhealthy habits, such as severe calorie restriction," Oldham explains. "This approach can shape a negative relationship with food."
For example, a slice of cake may get a "red" label from your food app. Then, when you're faced with a piece of cake at your friend's birthday, you feel guilty eating it. "Food is part of celebrations and human connection," says Oldham. "This app doesn't take the social aspect of food into account, which can lead to unnecessary stress or an unhealthy preoccupation with everything you eat."
Perhaps the biggest issue is that the foods we should eat the most-whole foods-aren't even included in these apps. "An apple or a head of lettuce doesn't have a barcode," says Oldham. "Yet those unpackaged foods in the produce section should be a major part of our diets."
And remember that some processed foods carry the "organic" label-but they're still processed foods. "An organic granola bar may not necessarily be healthier than a non-organic one, even though it gets more points on the app," says Oldham. "Your best bet is to focus on fruits, vegetables, lean proteins and whole grains-organic or not. Use the app as a tool to guide your choices with packaged products, but don't let it distract from the value of real, whole foods."
Food rating apps aren't all bad, however. They can help you start paying attention to ingredients, additives and labels, which can be a good thing. "If an app gives someone a better understanding of what they're eating, that's a win," Oldham says.
Just don't expect the app to create the perfect diet for you on its own. After all, it doesn't know you from your neighbor next door-and chances are, you have different dietary needs. "Focus on whole foods, variety and how foods make you feel," Oldham suggests. "These factors matter much more than a score."
In the end, an app can be a piece of the puzzle, but not the whole picture. "Use an app for more insight about food, but don't rely on it for all your diet decisions," Oldham says. "Think critically about what your body needs and see a registered dietitian if you need professional guidance."
Reviewed by Leah Oldham, RDN, a registered dietitian at Henry Ford Health.