Vigo Importing Co. Hand Rolled Cannoli Shells · Nutrisiq

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Nutrition snapshot

Vigo Importing Co. Hand Rolled Cannoli Shells

Name: Vigo Importing Co. Hand Rolled Cannoli Shells
Brand: Vigo Importing Co.
SKU: 0071072003008

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.

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Signal classes

Need attention

Declared NOVA group 3 anchors the processing indicator.
A long ingredient list (29 ingredients) supports a more processed classification.

Supporting factors

Mandatory field coverage is strong (75%).

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

CategoryCooking Helpers

Label information quality66/100

Data confidence

Ownership

Processing

Highly processed

Formulation complexity

Environmental signal

NOVA groupNOVA 3

Performance

Energy / 100g

429 kcal

Protein / 100g

4.76 g

Sugar / 100g

9.52 g

Nutrition score53/100 · Grade D

Ingredient-level explanation

Enriched unbleached unbromated flour [wheat flour, niacin, reduced iron, thiamin, mononitrate,riboflavin, enzyme and folic acid], vegetable shortening (plam oil and soybean oil), white vinegar, eggs, sugar, and spice.

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 53/100

Mixed

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

Strongest area

Label quality

Weakest area

Processing

Data confidence

medium

Data confidence

Data confidence 67/100

Medium reliability

Data coverage is partial and the interpretation carries moderate confidence.

Confidence layer

Category breakdown

How the separate signals line up

The result is uneven: strengths and weaknesses are balanced.

Nutrition profile

Mixed

53/100

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

66/100

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

Mandatory field coverage is strong (75%).
Impact: medium

Pulls the score down

Declared NOVA group 3 anchors the processing indicator.
Impact: high
A long ingredient list (29 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 and front image. Scores stay visible, but weaker evidence is reflected in the confidence dimension.

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35/100

nutrition score

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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

83/100

high reliability

Nutrition profile

Weak

35/100

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

57/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

83/100

Label quality

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

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—

nutrition score

Well-documented labelCooking Helpers

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

74/100

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

Very 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

91/100

Label quality

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

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Cooking Helpers. Evidence quality: medium. Nutrition score is currently hidden

—

nutrition score

Cooking Helpers

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.

Open Food Facts Pâte à sucre (blanc 250g)

Cooking Helpers. Evidence quality: medium. Nutrition score is currently hidden

—

nutrition score

Cooking Helpers

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

52/100

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

Declared NOVA group 3 anchors the processing indicator.
A long ingredient list (29 ingredients) supports a more processed classification.

Supporting factors

Mandatory field coverage is strong (75%).

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

CategoryCooking Helpers

Label information quality66/100

Data confidence

Ownership

Processing

Highly processed

Formulation complexity

Environmental signal

NOVA groupNOVA 3

Performance

Energy / 100g

429 kcal

Protein / 100g

4.76 g

Sugar / 100g

9.52 g

Nutrition score53/100 · Grade D

Ingredient-level explanation

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 53/100

Mixed

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

Strongest area

Label quality

Weakest area

Processing

Data confidence

medium

Data confidence

Data confidence 67/100

Medium reliability

Data coverage is partial and the interpretation carries moderate confidence.

Confidence layer

Category breakdown

How the separate signals line up

The result is uneven: strengths and weaknesses are balanced.

Nutrition profile

Mixed

53/100

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

66/100

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

Mandatory field coverage is strong (75%).
Impact: medium

Pulls the score down

Declared NOVA group 3 anchors the processing indicator.
Impact: high
A long ingredient list (29 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 and front image. Scores stay visible, but weaker evidence is reflected in the confidence dimension.

Similar options worth comparing

La Confiserie Moderne Nappage parfum chocolat noisette

35/100

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

83/100

high reliability

Nutrition profile

Weak

35/100

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

57/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

83/100

Label quality

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

high confidence from label, nutrition, and source coverage

View product

Farinelle Préparation pour Crêpes

—

nutrition score

Well-documented labelCooking Helpers

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

74/100

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

Very 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

91/100

Label quality

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

a la table de mathilde préparation pour cookies pépites de chocolat noir et blanc

Cooking Helpers. Evidence quality: medium. Nutrition score is currently hidden

—

nutrition score

Cooking Helpers

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.

Open Food Facts Pâte à sucre (blanc 250g)

Cooking Helpers. Evidence quality: medium. Nutrition score is currently hidden

—

nutrition score

Cooking Helpers

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

52/100

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.

Vigo Importing Co. Hand Rolled Cannoli Shells

Nutrient profile

Processing level

Need attention

Label quality

Supporting factors

Environmental signal

What would improve the assessment

Facts used for scoring

Design

Ownership

Performance

Five-layer evaluation

Nutrition score 53/100

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

La Confiserie Moderne Nappage parfum chocolat noisette

Farinelle Préparation pour Crêpes

a la table de mathilde préparation pour cookies pépites de chocolat noir et blanc

Open Food Facts Pâte à sucre (blanc 250g)

Vigo Importing Co. Hand Rolled Cannoli Shells

Nutrient profile

Processing level

Need attention

Label quality

Supporting factors

Environmental signal

What would improve the assessment

Facts used for scoring

Design

Ownership

Performance

Five-layer evaluation

Nutrition score 53/100

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

La Confiserie Moderne Nappage parfum chocolat noisette

Farinelle Préparation pour Crêpes

a la table de mathilde préparation pour cookies pépites de chocolat noir et blanc

Open Food Facts Pâte à sucre (blanc 250g)

What lowers the rating

Töödeldud lihatooted ja nitritid

Madal kiudainesisaldus ja rafineeritud süsivesikud

Lapse vaate riskisignaalid

Madal kiudainesisaldus ja rafineeritud süsivesikud