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Decoding Your Grocery Cart: What is a True Food Score? for Your Nutrition Diet

4 min read

According to research published in Nature Food in early 2025, over 50,000 processed foods in major grocery stores were assigned a rating by a new algorithm. This innovative scoring system provides a way to answer the question, "what is a true food score?" by revealing the degree of processing in your food, which is a crucial factor for optimizing your nutrition diet.

Quick Summary

The TrueFood score is an online tool developed by researchers that rates over 50,000 grocery store items on a 0-100 scale based on their level of processing. Using an AI-powered algorithm, the database helps consumers compare similar products and identify less processed alternatives for a healthier diet.

Key Points

  • Processing Measurement: The TrueFood score is a rating from 0-100 indicating a product's level of processing, with 0 being minimally processed.

  • Created by Researchers: The database was developed by researchers at Mass General Brigham to help consumers identify ultra-processed foods.

  • Algorithm-Driven: The FPro algorithm uses machine learning to analyze ingredient lists and nutrition facts from major grocery retailers.

  • Supports Better Choices: The tool allows you to compare similar products and find less processed alternatives at major stores like Target, Walmart, and Whole Foods.

  • Supplements Nutrition Labels: The score provides additional context beyond standard nutrition labels and should be used as part of a holistic approach to dietary decision-making.

  • Visualize Ingredients: A unique 'ingredient tree' feature shows the makeup of products, providing a clearer picture of processing.

In This Article

The Rise of a New Food Ranking System

For years, navigating a grocery store aisle has meant sifting through a barrage of nutrition labels, health claims, and marketing buzzwords. While labels like the Nutrition Facts panel are helpful, they don’t always tell the full story about a food's journey from its original state to your shopping cart. This is where the TrueFood score comes in. Developed by a research team at Mass General Brigham, the TrueFood system uses an algorithm, called FPro, to create a database and assign a 'processing score' to thousands of food products. The goal of this public-facing tool is to make it easier for consumers to understand the degree of processing in the foods they buy and ultimately, to choose healthier options.

How the TrueFood Score Works

At its core, the TrueFood score is a processing rating based on a 0 to 100 scale, where a lower number indicates a product that is minimally or unprocessed, and a higher number signifies a product that is highly ultra-processed. The FPro algorithm that generates the score analyzes key information from product labels, including ingredients and nutritional facts, for items found at major grocery chains like Walmart, Target, and Whole Foods. To make the information more digestible, the online TrueFood dashboard allows users to click on a food category and view a sampling of products ranked from least to most processed.

For example, when comparing items in the popcorn category, the website may show a bag of plain popcorn with only one ingredient (popcorn) receiving a score of zero, while a bag of kettle corn with a long ingredient list that includes sugar, corn syrup, and caramel color gets a score of 95. In addition to the simple score, the TrueFood dashboard provides an ingredient tree for each product, allowing users to visually see the components of their food and better understand what goes into the processing score. This approach stands in contrast to simply labeling a food as “natural” or “organic,” which can be misleading about the actual level of processing.

Using the TrueFood Score in Practice

  • Compare similar products: Use the database to compare processing scores for different brands within the same category, such as cereals, yogurts, or frozen meals.
  • Make informed swaps: If you see that your usual brand has a high processing score, use the database to find and select a lower-scoring, less-processed alternative.
  • Visualize ingredients: Use the ingredient tree to better understand the makeup of a product and identify the specific additives and modifications that contribute to a high score.

TrueFood vs. Other Nutritional Scoring Systems

It is important to understand how the TrueFood score differs from other food rating systems. Many existing labels focus on the nutrient profile (e.g., fat, sugar, sodium), while TrueFood's primary focus is on the degree of processing. A comparison can help clarify the distinctions.

Feature TrueFood Score EWG's Food Scores Nutri-Score
Primary Focus Degree of processing (0-100 scale) Overall healthfulness (Nutrition, Ingredients, Processing) Overall nutritional quality (A-E color/letter scale)
Scoring Factors FPro algorithm analyzes ingredients and nutrition for processing level. Considers calories, fat, sugar, fiber, protein, additives, and processing. Calculates favorable points (fiber, protein, F/V/N content) and unfavorable points (energy, sugar, SFA, sodium).
Scale 0 (unprocessed) to 100 (ultra-processed). 1 (best) to 10 (worst). 5-color/letter scale from A (dark green/healthiest) to E (dark orange/least healthy).
Developer Researchers at Mass General Brigham. Environmental Working Group (EWG). Public health agency of the French Ministry of Health.

Limitations and Considerations

While the TrueFood score is a valuable resource, it is not a perfect indicator of overall nutritional quality and should be used with a degree of critical thinking. As noted by some users, the algorithm's weighting might, in some cases, penalize a food for beneficial enrichment additives, giving it a higher processing score despite a minimal change to the whole product. Additionally, no single food score can account for the unique dietary needs, genetics, or health status of every individual. For instance, a minimally processed food with a low score might not be appropriate for someone with a specific allergy, and a food with a slightly higher processing score might still contain valuable nutrients. It is crucial to use the TrueFood score as a supplement to, not a replacement for, personal judgment and a balanced nutritional approach.

Conclusion: The TrueFood Score and Your Nutrition Diet

In the realm of nutrition, understanding what you eat is power, and the TrueFood score offers a new lens through which to view processed foods. By providing a clear and accessible rating of processing levels, it empowers consumers to make more mindful choices at the grocery store. As you plan your nutrition diet, consider using the TrueFood database as a tool to help you gently nudge your habits toward less-processed alternatives. Remember that while a lower score is often a positive indicator, it is just one piece of the larger puzzle of healthy eating. Combining this information with knowledge of your body's individual needs will allow you to build a more comprehensive and genuinely healthy diet.

The TrueFood score offers a new perspective on food labels, supplementing standard nutritional information with an easy-to-understand processing score.

  • Informed Choices: Use the score to compare similar products and choose less-processed options.
  • Processing Metric: The score, on a 0-100 scale, is specifically designed to measure the degree of food processing, with a lower number indicating less processing.
  • Ingredient Transparency: The accompanying ingredient tree helps visualize and understand the components of a product, enhancing label literacy.
  • A Complementary Tool: The TrueFood score should be used alongside other nutritional data and personal dietary needs, as it does not account for all aspects of healthfulness.
  • Algorithm-Based: The rating is generated by an AI algorithm analyzing ingredients and nutrition facts, offering a data-driven approach to food education.

Frequently Asked Questions

The TrueFood score was created by researchers at Mass General Brigham, who developed an algorithm to analyze and rank over 50,000 grocery store items based on their degree of processing.

The score is calculated by the FPro algorithm, which uses machine learning to analyze a product's ingredient list and nutrition facts. The score ranges from 0 (minimally processed) to 100 (highly ultra-processed).

The scores can be found on the public TrueFood website. You can use the site to browse food categories or search for specific products to see their processing score and compare them with other items.

No, the TrueFood score is a valuable tool but should not be the sole factor in your decision. It focuses specifically on processing levels, so it’s essential to consider other nutritional information, your dietary needs, and personal health goals.

The TrueFood score focuses on the degree of food processing, while the Nutri-Score (a European system) evaluates the overall nutritional quality of a food based on an algorithm that considers both positive and negative nutritional factors like sugar and fiber.

Yes, it is possible. A high score means a food is highly processed, but it could still contain enriched vitamins or other valuable nutrients. However, ultra-processed foods often contain high levels of sugar, salt, and unhealthy fats.

While the scoring system is not yet available on in-store labels, researchers hope to refine and implement the system on a large scale in the future to improve public health. The current database is primarily for online research and shopping comparison.

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Medical Disclaimer

This content is for informational purposes only and should not replace professional medical advice.