Penny Ready Caffè Latte - Cappuccino · Nutrisiq

Back to discovery

Penny Ready Caffè Latte - Cappuccino packshot

Nutrition snapshot

Penny Ready Caffè Latte - Cappuccino

Name: Penny Ready Caffè Latte - Cappuccino
Brand: Penny Ready
SKU: 20707569

The nutrient profile is mixed or moderate based on the available evidence.

Nutrition score

/100

Nutrition interpretation

Moderate signal

The nutrient profile is mixed or moderate based on the available evidence.

Help improve this record

Improve product data

Explore alternatives More from Penny Ready Suggest correction

Signal classes

Need attention

Core nutrient evidence is incomplete, so the nutrition score is unavailable.

What would improve the assessment

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

Need attention

Declared NOVA group 4 anchors the processing indicator.
A long ingredient list (14 ingredients) supports a more processed classification.

Supporting factors

Mandatory field coverage is strong (88%).

Uncertain or missing data

The record is missing a nutrition panel.

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

CategoryBeverages

Label information quality93/100

Data confidence

Quantity250 ml

PackagingCan

OriginsDeutschland

Ownership

Processing

Very highly processed

Formulation complexity

Environmental signal

NOVA groupNOVA 4

Performance

Nutrition score62/100 · Grade C

Ingredient-level explanation

Fettarme Milch 80 %, Arabica-Kaffee 15 %, Zucker, Kakaopulver, Stabilisator (Carrageen, Natriumphosphate).

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 62/100

Quite good

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

Strongest area

Label quality

Weakest area

Processing

Data confidence

high

Data confidence

Data confidence 93/100

High reliability

The data is strong and the assessment carries high 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

62/100

Nutrition score is available, but some inputs were inferred.

Processing

Very highly processed

Processing indicator kept separate from the nutrition score.

Environmental signal

Mixed

55/100

Estimated environmental signal with limited precision.

Label quality

Strong

93/100

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 broad and consistent. The interpretation is likely to remain stable.

Score drivers

What shaped the separate signals

Supports the assessment

Mandatory field coverage is strong (88%).
Impact: medium

Pulls the score down

Declared NOVA group 4 anchors the processing indicator.
Impact: high
A long ingredient list (14 ingredients) supports a more processed classification.
Impact: low

Uncertain area

Core nutrient evidence is incomplete, so the nutrition score is unavailable.
Impact: high
Confidence is reduced by missing nutrition evidence.
Impact: high
The record is missing a nutrition panel.
Impact: high

Some source data is incomplete for this product: energy per 100g, sugars per 100g, saturated fat per 100g, sodium per 100g or salt per 100g, and nutrition panel. Scores stay visible, but weaker evidence is reflected in the confidence dimension.

Similar options worth comparing

Artemus La Petite Mademoiselle Blonde Ale

Beverages. Ingredients: eau, malt, houblon, levure. Evidence quality: high. Nutrition score is currently hidden

—

nutrition score

Well-documented labelStrong evidence coverage

Score summary

—

Nutrition score

No reliable assessment

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

Strongest: Label qualityWeakest: Processing

Data confidence

79/100

high reliability

Nutrition profile

No reliable assessment

—

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

Quite good

61/100

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.

high confidence from label, nutrition, and source coverage

View product

Open Food Facts L-glutamine Nhco 84 Gelules

Beverages. Evidence quality: medium. Nutrition score is currently hidden

—

nutrition score

Lower processing burdenBeverages

Score summary

—

Nutrition score

No reliable assessment

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

Strongest: ProcessingWeakest: Environmental signal

Data confidence

69/100

medium reliability

Nutrition profile

No reliable assessment

—

Nutrition profile

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

Processing

Minimally processed

100

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

57/100

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.

Palmyra Ananas

Beverages. Ingredients: Jus d'ananas à base de concentré, antioxydant : acide ascorbique.. Evidence quality: high

56/100

nutrition score

Lower processing burdenWell-documented label

Score summary

Nutrition score

Mixed

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

Strongest: ProcessingWeakest: Nutrition profile

Data confidence

83/100

high reliability

Nutrition profile

Mixed

56/100

Nutrition profile

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

Processing

Minimally processed

100

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Strong

84/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

79/100

Label quality

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

Supersol Maté Vert

Beverages. Ingredients: Maté vert, Produit issu de l'agriculture biologique. Evidence quality: medium

73/100

nutrition score

Lower processing burdenWell-documented label

Score summary

Nutrition score

Quite good

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

Strongest: ProcessingWeakest: Environmental signal

Data confidence

75/100

medium reliability

Nutrition profile

Quite good

73/100

Nutrition profile

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

Processing

Minimally processed

Minimally processed · Limited estimate

100

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Quite good

72/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

79/100

Label quality

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

Signal classes

Need attention

Core nutrient evidence is incomplete, so the nutrition score is unavailable.

What would improve the assessment

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

Need attention

Declared NOVA group 4 anchors the processing indicator.
A long ingredient list (14 ingredients) supports a more processed classification.

Supporting factors

Mandatory field coverage is strong (88%).

Uncertain or missing data

The record is missing a nutrition panel.

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

CategoryBeverages

Label information quality93/100

Data confidence

Quantity250 ml

PackagingCan

OriginsDeutschland

Ownership

Processing

Very highly processed

Formulation complexity

Environmental signal

NOVA groupNOVA 4

Performance

Nutrition score62/100 · Grade C

Ingredient-level explanation

Fettarme Milch 80 %, Arabica-Kaffee 15 %, Zucker, Kakaopulver, Stabilisator (Carrageen, Natriumphosphate).

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 62/100

Quite good

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

Strongest area

Label quality

Weakest area

Processing

Data confidence

high

Data confidence

Data confidence 93/100

High reliability

The data is strong and the assessment carries high 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

62/100

Nutrition score is available, but some inputs were inferred.

Processing

Very highly processed

Processing indicator kept separate from the nutrition score.

Environmental signal

Mixed

55/100

Estimated environmental signal with limited precision.

Label quality

Strong

93/100

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

How is the score built?

Open the methodology note

The data is broad and consistent. The interpretation is likely to remain stable.

Score drivers

What shaped the separate signals

Supports the assessment

Mandatory field coverage is strong (88%).
Impact: medium

Pulls the score down

Declared NOVA group 4 anchors the processing indicator.
Impact: high
A long ingredient list (14 ingredients) supports a more processed classification.
Impact: low

Uncertain area

Core nutrient evidence is incomplete, so the nutrition score is unavailable.
Impact: high
Confidence is reduced by missing nutrition evidence.
Impact: high
The record is missing a nutrition panel.
Impact: high

Similar options worth comparing

Artemus La Petite Mademoiselle Blonde Ale

Beverages. Ingredients: eau, malt, houblon, levure. Evidence quality: high. Nutrition score is currently hidden

—

nutrition score

Well-documented labelStrong evidence coverage

Score summary

—

Nutrition score

No reliable assessment

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

Strongest: Label qualityWeakest: Processing

Data confidence

79/100

high reliability

Nutrition profile

No reliable assessment

—

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

Quite good

61/100

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.

high confidence from label, nutrition, and source coverage

View product

Open Food Facts L-glutamine Nhco 84 Gelules

Beverages. Evidence quality: medium. Nutrition score is currently hidden

—

nutrition score

Lower processing burdenBeverages

Score summary

—

Nutrition score

No reliable assessment

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

Strongest: ProcessingWeakest: Environmental signal

Data confidence

69/100

medium reliability

Nutrition profile

No reliable assessment

—

Nutrition profile

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

Processing

Minimally processed

100

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

57/100

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.

Palmyra Ananas

Beverages. Ingredients: Jus d'ananas à base de concentré, antioxydant : acide ascorbique.. Evidence quality: high

56/100

nutrition score

Lower processing burdenWell-documented label

Score summary

Nutrition score

Mixed

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

Strongest: ProcessingWeakest: Nutrition profile

Data confidence

83/100

high reliability

Nutrition profile

Mixed

56/100

Nutrition profile

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

Processing

Minimally processed

100

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Strong

84/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

79/100

Label quality

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

Supersol Maté Vert

Beverages. Ingredients: Maté vert, Produit issu de l'agriculture biologique. Evidence quality: medium

73/100

nutrition score

Lower processing burdenWell-documented label

Score summary

Nutrition score

Quite good

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

Strongest: ProcessingWeakest: Environmental signal

Data confidence

75/100

medium reliability

Nutrition profile

Quite good

73/100

Nutrition profile

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

Processing

Minimally processed

Minimally processed · Limited estimate

100

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Quite good

72/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

79/100

Label quality

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

Penny Ready Caffè Latte - Cappuccino

Nutrient profile

Need attention

What would improve the assessment

Processing level

Need attention

Label quality

Supporting factors

Uncertain or missing data

Environmental signal

What would improve the assessment

Facts used for scoring

Design

Ownership

Performance

Five-layer evaluation

Nutrition score 62/100

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

Artemus La Petite Mademoiselle Blonde Ale

Open Food Facts L-glutamine Nhco 84 Gelules

Palmyra Ananas

Supersol Maté Vert

Penny Ready Caffè Latte - Cappuccino

Nutrient profile

Need attention

What would improve the assessment

Processing level

Need attention

Label quality

Supporting factors

Uncertain or missing data

Environmental signal

What would improve the assessment

Facts used for scoring

Design

Ownership

Performance

Five-layer evaluation

Nutrition score 62/100

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

Artemus La Petite Mademoiselle Blonde Ale

Open Food Facts L-glutamine Nhco 84 Gelules

Palmyra Ananas

Supersol Maté Vert

What lowers the rating

Ultra-töödeldud toit (NOVA 4)

Lapse vaate riskisignaalid

Ultra-töödeldud profiil (NOVA 4) lapse menüüs