Léon Doti Champagne brut · Nutrisiq

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Nutrition snapshot

Léon Doti Champagne brut

Name: Léon Doti Champagne brut
Brand: Léon Doti
SKU: 3760128522729

Nutrition scoring is unavailable because core nutrient evidence is incomplete.

Nutrition score

—

/100

Nutrition interpretation

Signal unavailable

Nutrition scoring is unavailable because core nutrient evidence is incomplete.

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Signal classes

Need attention

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

What would improve the assessment

Nutrition scoring needs a fuller nutrient panel, especially energy, sugars, saturated fat, sodium or salt, and fiber.

Need attention

Declared NOVA group 3 anchors the processing indicator.

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

Quantity0,75l

PackagingVerre, Bouteille

OriginsFrance

Ownership

Processing

Highly processed

Formulation complexity

Environmental signal

NOVA groupNOVA 3

Performance

Nutrition scoreInsufficient evidence

Ingredient-level explanation

Champagne brut (_sulfites_)

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

No nutrition score

No reliable assessment

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 80/100

High reliability

The data is strong and the assessment carries high confidence.

Confidence layer

Category breakdown

How the separate signals line up

The data does not support a reliable overall result.

Nutrition profile

No reliable assessment

—

Nutrition score is unavailable because core nutrient evidence is incomplete.

Processing

Highly processed

Processing indicator kept separate from the nutrition score.

Environmental signal

Quite good

61/100

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 3 anchors the processing indicator.
Impact: high

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.

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Domaine Du Grand Hopital Petillant de pommes

Beverages. Evidence quality: high

67/100

nutrition score

Strong evidence coverageBeverages

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

79/100

high 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

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.

high confidence from label, nutrition, and source coverage

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DBK DBK Energy Drink 250 ml

Beverages. Ingredients: Eau gazéifiée, sucre, acide citrique, arome, E331, colorant E150d, conservateur E202, caféine (0.018%), conservateur E211. Evidence quality: medium

51/100

nutrition score

Beverages

Score summary

Nutrition score

Mixed

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

Strongest: Label qualityWeakest: Processing

Data confidence

73/100

medium reliability

Nutrition profile

Mixed

51/100

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

57/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Quite good

72/100

Label quality

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

Spit Ball Spit ball

Beverages. Ingredients: $ enceintes et aux personnes sensibles à/ad* eau gazéifiée, sucre, acidifiants: E33Œqgy taurine (0,1%), caféine (0,021 colorant* lateur: E202, vitamines: niacine, acide pantotftet$a{ folique, biotine, B 12 A consorrFc< Plastique et bouchon à - 19781 es pour 100ml: énergie dont acidoq. Evidence quality: high

58/100

nutrition score

Lower processing burdenStrong evidence coverage

Score summary

Nutrition score

Mixed

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

Strongest: Label qualityWeakest: Environmental signal

Data confidence

77/100

high reliability

Nutrition profile

Mixed

58/100

Nutrition profile

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

Processing

Moderately processed

Moderately processed · Limited estimate

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

74/100

Label quality

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

Open Food Facts Domaine De La Côte De l'Ange Chateauneuf-du-Pape

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

—

nutrition score

Beverages

Score summary

—

Nutrition score

No reliable assessment

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

Strongest: Label qualityWeakest: Environmental signal

Data confidence

66/100

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

Processing unknown

Insufficient evidence

—

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.

Signal classes

Need attention

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

What would improve the assessment

Nutrition scoring needs a fuller nutrient panel, especially energy, sugars, saturated fat, sodium or salt, and fiber.

Need attention

Declared NOVA group 3 anchors the processing indicator.

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

Quantity0,75l

PackagingVerre, Bouteille

OriginsFrance

Ownership

Processing

Highly processed

Formulation complexity

Environmental signal

NOVA groupNOVA 3

Performance

Nutrition scoreInsufficient evidence

Ingredient-level explanation

Champagne brut (_sulfites_)

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

No nutrition score

No reliable assessment

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 80/100

High reliability

The data is strong and the assessment carries high confidence.

Confidence layer

Category breakdown

How the separate signals line up

The data does not support a reliable overall result.

Nutrition profile

No reliable assessment

—

Nutrition score is unavailable because core nutrient evidence is incomplete.

Processing

Highly processed

Processing indicator kept separate from the nutrition score.

Environmental signal

Quite good

61/100

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 3 anchors the processing indicator.
Impact: high

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

Domaine Du Grand Hopital Petillant de pommes

Beverages. Evidence quality: high

67/100

nutrition score

Strong evidence coverageBeverages

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

79/100

high 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

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.

high confidence from label, nutrition, and source coverage

View product

DBK DBK Energy Drink 250 ml

Beverages. Ingredients: Eau gazéifiée, sucre, acide citrique, arome, E331, colorant E150d, conservateur E202, caféine (0.018%), conservateur E211. Evidence quality: medium

51/100

nutrition score

Beverages

Score summary

Nutrition score

Mixed

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

Strongest: Label qualityWeakest: Processing

Data confidence

73/100

medium reliability

Nutrition profile

Mixed

51/100

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

57/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Quite good

72/100

Label quality

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

Spit Ball Spit ball

58/100

nutrition score

Lower processing burdenStrong evidence coverage

Score summary

Nutrition score

Mixed

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

Strongest: Label qualityWeakest: Environmental signal

Data confidence

77/100

high reliability

Nutrition profile

Mixed

58/100

Nutrition profile

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

Processing

Moderately processed

Moderately processed · Limited estimate

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

74/100

Label quality

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

Open Food Facts Domaine De La Côte De l'Ange Chateauneuf-du-Pape

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

—

nutrition score

Beverages

Score summary

—

Nutrition score

No reliable assessment

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

Strongest: Label qualityWeakest: Environmental signal

Data confidence

66/100

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

Processing unknown

Insufficient evidence

—

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.

Léon Doti Champagne brut

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

No nutrition score

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

Domaine Du Grand Hopital Petillant de pommes

DBK DBK Energy Drink 250 ml

Spit Ball Spit ball

Open Food Facts Domaine De La Côte De l'Ange Chateauneuf-du-Pape

Léon Doti Champagne brut

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

No nutrition score

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

Domaine Du Grand Hopital Petillant de pommes

DBK DBK Energy Drink 250 ml

Spit Ball Spit ball

Open Food Facts Domaine De La Côte De l'Ange Chateauneuf-du-Pape

What lowers the rating

Töödeldud lihatooted ja nitritid

Lapse vaate riskisignaalid

Töödeldud liha ja nitritite hariv signaal