OALC methodology

Recipe scores are practical context, not a verdict on your food.

OALC uses consistent recipe and ingredient signals to make comparisons easier. The score is intended to help you notice tradeoffs and possible improvements—not label a recipe as good or bad.

What goes into a score

Observable inputs before health promises

Scores are built from the recipe as written. Optional substitutions and token garnishes do not automatically improve the base recipe’s result.

Nutrients and meal structure

  • Protein and fiber density
  • Produce and plant variety
  • Micronutrient density when sufficient nutrition data is available
  • Carbohydrate quality and the balance of carbohydrate, fiber, and protein

Moderation signals

  • Sodium
  • Saturated fat and overall fat quality
  • Added sugar when available, with total sugar used only as a lower-confidence fallback
  • Highly refined or heavily processed ingredient patterns

Recipe context

  • Serving size and recipe category
  • Whether vegetables, legumes, whole grains, or lean proteins are meaningful parts of the dish
  • Whether a positive ingredient is central to the recipe or merely an optional garnish
  • Data completeness and the source of nutrition estimates

How to read the display

One meal-balance summary with supporting lenses

Meal balance

The primary summary of protein, fiber, produce, fat quality, sodium, and the overall structure of the recipe.

Whole-food pattern

A supporting view of plant variety, nutrient density, ingredient quality, and processing.

Energy support

A supporting view of protein, fiber, carbohydrate quality, added sugar, and how those elements work together.

Ingredient balance

A supporting view of fat quality, plant-forward ingredients, processing, and richer ingredients in context.

Important limitations

What the score cannot tell you

  • It cannot predict longevity, inflammation, blood sugar, or any individual health outcome.
  • It does not account for your medical history, allergies, medications, total diet, or portion needs.
  • Nutrition values are estimates and vary with brands, substitutions, produce size, and serving size.
  • A lower-scoring celebration food can still fit in a varied diet; a higher score does not make unlimited portions appropriate.
  • The model will change as source data, recipes, and validation improve.

OALC content is educational and is not medical or individualized nutrition advice. Ask a qualified clinician or registered dietitian about decisions tied to a health condition.

Use the score as a starting point

Compare similar recipes, read the reasons behind the result, and choose adjustments that make sense for the meal you are actually serving.

Recipe Scoring Method and Limitations | Overalls and Lab Coats