Nutrition snapshot

Giant Eagle Southwest-Style Black Bean Soup

Name: Giant Eagle Southwest-Style Black Bean Soup
Brand: Giant Eagle
SKU: 0030034081935

The nutrient profile looks comparatively strong based on the available evidence.

Nutrition score

/100

Nutrition interpretation

Low signal

The nutrient profile looks comparatively strong based on the available evidence.

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Signal classes

Need attention

Declared NOVA group 3 anchors the processing indicator.
A long ingredient list (15 ingredients) supports a more processed classification.

Need attention

Mandatory field coverage is only partial (63%).

What would improve the assessment

Part of this signal relies on inferred values, so direct declared data would improve reliability.

Structured source data

Facts used for scoring

Design

CategoryMeals

Label information quality63/100

Data confidence

Ownership

Processing

Highly processed

Formulation complexity

Environmental signal

NOVA groupNOVA 3

Performance

Energy / 100g

49 kcal

Protein / 100g

2.45 g

Sugar / 100g

1.63 g

Nutrition score71/100 · Grade B

Ingredient-level explanation

Cornstarch, sea salt, corn, cane sugar, spices, chili pepper flakes.

Food score panel

Five-layer evaluation

Each dimension stays separate so the product can score well in one area and weakly in another without hiding trade-offs.

Nutrition score

/100

Nutrition profile

Nutrition score 71/100

Quite good

nutrition profile is the strongest signal right now, while processing needs the most caution.

Strongest area

Nutrition profile

Weakest area

Processing

Data confidence

medium

Data confidence

Data confidence 63/100

Medium reliability

Data coverage is partial and the interpretation carries moderate confidence.

Confidence layer

Category breakdown

How the separate signals line up

The overall assessment is good, but some areas warrant further review.

Nutrition profile

Quite good

71/100

Nutrition score based on nutrient profile only.

Processing

Highly processed

Processing indicator kept separate from the nutrition score.

Environmental signal

Mixed

57/100

Estimated environmental signal with limited precision.

Label quality

Quite good

63/100

Label quality reflects completeness and consistency of the record, not nutrition quality.

How is the score built?

Open the methodology note

Nutrition score measures nutrient profile only. Processing, environment, label quality, and data confidence stay separate so missing data or formulation signals do not silently change nutrition quality.

The data is partial. The interpretation is usable but some conclusions may be refined.

Score drivers

What shaped the separate signals

Supports the assessment

No clear positive highlights emerged from the available data.
Impact: low

Pulls the score down

Declared NOVA group 3 anchors the processing indicator.
Impact: high
Mandatory field coverage is only partial (63%).
Impact: medium
A long ingredient list (15 ingredients) supports a more processed classification.
Impact: low

Uncertain area

Record completeness is 56%.
Impact: medium
Image evidence covers about 0% of the key fields.
Impact: low

Some source data is incomplete for this product: quantity, allergens, and front image. Scores stay visible, but weaker evidence is reflected in the confidence dimension.

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Les Saveurs Ch'ti Tarte au Maroilles

Meals. Ingredients: de blé : Origine France (blé, gluten de blé, lilalt de blé, : 71, améliorant : E300, enzynes), Maroilles 30% : Origine - e lait deni?écrémé : Origine France, eau, crème fraîche : Origine œufs, beurre, le\ure, ferments lactiques, sel, sucre, poivre, Informations destinées aux personnes allergiques : cette recette contient : blé, lait, œuf, gluten Nos. Evidence quality: high

44/100

nutrition score

Well-documented labelStrong evidence coverage

Score summary

Nutrition score

Weak

label quality is the strongest signal right now, while processing needs the most caution.

Strongest: Label qualityWeakest: Processing

Data confidence

85/100

high reliability

Nutrition profile

Weak

44/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Very highly processed

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

54/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

88/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

high confidence from label, nutrition, and source coverage

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Les saveurs du Ch'ti Tarte Maroilles

Meals. Ingredients: Maroilles 30%, farine de blé, eau, fromage frais, oeufs, lait, beurre, levure, gluten de blé, sel, sucre, poivre.. Evidence quality: high

44/100

nutrition score

Well-documented labelStrong evidence coverage

Score summary

Nutrition score

Weak

label quality is the strongest signal right now, while processing needs the most caution.

Strongest: Label qualityWeakest: Processing

Data confidence

85/100

high reliability

Nutrition profile

Weak

44/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Very highly processed

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

49/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

93/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

Mericq Soupe de Poissons Recette Bretonne

Meals. Evidence quality: medium

67/100

nutrition score

Meals

Score summary

Nutrition score

Quite good

nutrition profile is the strongest signal right now, while environmental signal needs the most caution.

Strongest: Nutrition profileWeakest: Environmental signal

Data confidence

72/100

medium reliability

Nutrition profile

Quite good

67/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Processing unknown

Insufficient evidence

—

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

47/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Quite good

67/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

Pavillon France Soupe de poisson

Meals. Ingredients: _Poisson_ 37%, eau, légumes (carotte, oignons, poireaux, _céleri_), concentré de tomates, vin blanc, huile d'olive vierge extra, sel, sucre, ail, épices, fécule de pomme de terre (trace possible de _gluten_), plantes aromatique. Evidence quality: high

69/100

nutrition score

Well-documented labelStrong evidence coverage

Score summary

Nutrition score

Quite good

label quality is the strongest signal right now, while processing needs the most caution.

Strongest: Label qualityWeakest: Processing

Data confidence

90/100

high reliability

Nutrition profile

Quite good

69/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Highly processed

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

51/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

89/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

Giant Eagle Southwest-Style Black Bean Soup · Nutrisiq

Signal classes

Need attention

Declared NOVA group 3 anchors the processing indicator.
A long ingredient list (15 ingredients) supports a more processed classification.

Need attention

Mandatory field coverage is only partial (63%).

What would improve the assessment

Part of this signal relies on inferred values, so direct declared data would improve reliability.

Structured source data

Facts used for scoring

Design

CategoryMeals

Label information quality63/100

Data confidence

Ownership

Processing

Highly processed

Formulation complexity

Environmental signal

NOVA groupNOVA 3

Performance

Energy / 100g

49 kcal

Protein / 100g

2.45 g

Sugar / 100g

1.63 g

Nutrition score71/100 · Grade B

Ingredient-level explanation

Cornstarch, sea salt, corn, cane sugar, spices, chili pepper flakes.

Food score panel

Five-layer evaluation

Each dimension stays separate so the product can score well in one area and weakly in another without hiding trade-offs.

Nutrition score

/100

Nutrition profile

Nutrition score 71/100

Quite good

nutrition profile is the strongest signal right now, while processing needs the most caution.

Strongest area

Nutrition profile

Weakest area

Processing

Data confidence

medium

Data confidence

Data confidence 63/100

Medium reliability

Data coverage is partial and the interpretation carries moderate confidence.

Confidence layer

Category breakdown

How the separate signals line up

The overall assessment is good, but some areas warrant further review.

Nutrition profile

Quite good

71/100

Nutrition score based on nutrient profile only.

Processing

Highly processed

Processing indicator kept separate from the nutrition score.

Environmental signal

Mixed

57/100

Estimated environmental signal with limited precision.

Label quality

Quite good

63/100

Label quality reflects completeness and consistency of the record, not nutrition quality.

How is the score built?

Open the methodology note

The data is partial. The interpretation is usable but some conclusions may be refined.

Score drivers

What shaped the separate signals

Supports the assessment

No clear positive highlights emerged from the available data.
Impact: low

Pulls the score down

Declared NOVA group 3 anchors the processing indicator.
Impact: high
Mandatory field coverage is only partial (63%).
Impact: medium
A long ingredient list (15 ingredients) supports a more processed classification.
Impact: low

Uncertain area

Record completeness is 56%.
Impact: medium
Image evidence covers about 0% of the key fields.
Impact: low

Some source data is incomplete for this product: quantity, allergens, and front image. Scores stay visible, but weaker evidence is reflected in the confidence dimension.

Similar options worth comparing

Les Saveurs Ch'ti Tarte au Maroilles

44/100

nutrition score

Well-documented labelStrong evidence coverage

Score summary

Nutrition score

Weak

label quality is the strongest signal right now, while processing needs the most caution.

Strongest: Label qualityWeakest: Processing

Data confidence

85/100

high reliability

Nutrition profile

Weak

44/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Very highly processed

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

54/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

88/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

high confidence from label, nutrition, and source coverage

View product

Les saveurs du Ch'ti Tarte Maroilles

Meals. Ingredients: Maroilles 30%, farine de blé, eau, fromage frais, oeufs, lait, beurre, levure, gluten de blé, sel, sucre, poivre.. Evidence quality: high

44/100

nutrition score

Well-documented labelStrong evidence coverage

Score summary

Nutrition score

Weak

label quality is the strongest signal right now, while processing needs the most caution.

Strongest: Label qualityWeakest: Processing

Data confidence

85/100

high reliability

Nutrition profile

Weak

44/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Very highly processed

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

49/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

93/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

Mericq Soupe de Poissons Recette Bretonne

Meals. Evidence quality: medium

67/100

nutrition score

Meals

Score summary

Nutrition score

Quite good

nutrition profile is the strongest signal right now, while environmental signal needs the most caution.

Strongest: Nutrition profileWeakest: Environmental signal

Data confidence

72/100

medium reliability

Nutrition profile

Quite good

67/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Processing unknown

Insufficient evidence

—

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

47/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Quite good

67/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

Pavillon France Soupe de poisson

69/100

nutrition score

Well-documented labelStrong evidence coverage

Score summary

Nutrition score

Quite good

label quality is the strongest signal right now, while processing needs the most caution.

Strongest: Label qualityWeakest: Processing

Data confidence

90/100

high reliability

Nutrition profile

Quite good

69/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Highly processed

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

51/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

89/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

Giant Eagle Southwest-Style Black Bean Soup

Nutrient profile

Processing level

Need attention

Label quality

Need attention

Environmental signal

What would improve the assessment

Facts used for scoring

Design

Ownership

Performance

Five-layer evaluation

Nutrition score 71/100

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

Les Saveurs Ch'ti Tarte au Maroilles

Les saveurs du Ch'ti Tarte Maroilles

Mericq Soupe de Poissons Recette Bretonne

Pavillon France Soupe de poisson

Giant Eagle Southwest-Style Black Bean Soup

Nutrient profile

Processing level

Need attention

Label quality

Need attention

Environmental signal

What would improve the assessment

Facts used for scoring

Design

Ownership

Performance

Five-layer evaluation

Nutrition score 71/100

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

Les Saveurs Ch'ti Tarte au Maroilles

Les saveurs du Ch'ti Tarte Maroilles

Mericq Soupe de Poissons Recette Bretonne

Pavillon France Soupe de poisson

What lowers the rating

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