Torani FRENCH VANILLA · Nutrisiq

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Nutrition snapshot

Torani FRENCH VANILLA

Name: Torani FRENCH VANILLA
Brand: Torani
SKU: 0089036442824

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

Uncertain or missing data

Fruit, vegetable, legume, and nut share was inferred heuristically.

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.
Non-sugar sweeteners (2 markers) support a more processed classification.
Formulation markers such as atsesulfaam-K, sukraloos, ksantaankummi support a more processed classification.
A long ingredient list (12 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

CategoryFood

Label information quality68/100

Data confidence

Packagingen:pet-bottle, en:hdpe-cap

Ownership

Processing

Very highly processed

Formulation complexity

Environmental signal

NOVA groupNOVA 4

Performance

Energy / 100g

6.6666666666667 kcal

Protein / 100g

0 g

Sugar / 100g

0 g

Nutrition score73/100 · Grade B

Ingredient-level explanation

purified water, natural flavors, acesulfame potassium, citric acid, potassium sorbate (to preserve freshness), sodium benzoate (to preserve freshness), xanthan gum, sucralose (splenda brand),

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 73/100

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 66/100

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

73/100

Nutrition score is available, but some inputs were inferred.

Processing

Very highly processed

Processing indicator kept separate from the nutrition score.

Environmental signal

Mixed

57/100

Estimated environmental signal with limited precision.

Label quality

Quite good

68/100

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 4 anchors the processing indicator.
Impact: high
Mandatory field coverage is only partial (63%).
Impact: medium
Non-sugar sweeteners (2 markers) support a more processed classification.
Impact: medium

Uncertain area

Record completeness is 56%.
Impact: medium
Fruit, vegetable, legume, and nut share was inferred heuristically.
Impact: low

Some source data is incomplete for this product: fiber per 100g, quantity, category, and allergens. Scores stay visible, but weaker evidence is reflected in the confidence dimension.

Signal classes

Uncertain or missing data

Fruit, vegetable, legume, and nut share was inferred heuristically.

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.
Non-sugar sweeteners (2 markers) support a more processed classification.
Formulation markers such as atsesulfaam-K, sukraloos, ksantaankummi support a more processed classification.
A long ingredient list (12 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

CategoryFood

Label information quality68/100

Data confidence

Packagingen:pet-bottle, en:hdpe-cap

Ownership

Processing

Very highly processed

Formulation complexity

Environmental signal

NOVA groupNOVA 4

Performance

Energy / 100g

6.6666666666667 kcal

Protein / 100g

0 g

Sugar / 100g

0 g

Nutrition score73/100 · Grade B

Ingredient-level explanation

purified water, natural flavors, acesulfame potassium, citric acid, potassium sorbate (to preserve freshness), sodium benzoate (to preserve freshness), xanthan gum, sucralose (splenda brand),

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 73/100

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 66/100

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

73/100

Nutrition score is available, but some inputs were inferred.

Processing

Very highly processed

Processing indicator kept separate from the nutrition score.

Environmental signal

Mixed

57/100

Estimated environmental signal with limited precision.

Label quality

Quite good

68/100

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 4 anchors the processing indicator.
Impact: high
Mandatory field coverage is only partial (63%).
Impact: medium
Non-sugar sweeteners (2 markers) support a more processed classification.
Impact: medium

Uncertain area

Record completeness is 56%.
Impact: medium
Fruit, vegetable, legume, and nut share was inferred heuristically.
Impact: low

Some source data is incomplete for this product: fiber per 100g, quantity, category, and allergens. Scores stay visible, but weaker evidence is reflected in the confidence dimension.

Torani FRENCH VANILLA

Nutrient profile

Uncertain or missing data

What would improve the assessment

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 73/100

How the separate signals line up

What shaped the separate signals

Torani FRENCH VANILLA

Nutrient profile

Uncertain or missing data

What would improve the assessment

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 73/100

How the separate signals line up

What shaped the separate signals

What lowers the rating

Ultra-töödeldud toit (NOVA 4)

Mittesuhkrulised magusained

Lapse vaate riskisignaalid

Ultra-töödeldud profiil (NOVA 4) lapse menüüs