French's BBQ Sauce Louisiana Hot and Spicy · Nutrisiq

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Nutrition snapshot

French's BBQ Sauce Louisiana Hot and Spicy

Name: French's BBQ Sauce Louisiana Hot and Spicy
Brand: French's
SKU: 0041500959467

The nutrient profile is weak based on the available evidence.

Nutrition score

/100

Nutrition interpretation

High signal

The nutrient profile is weak based on the available evidence.

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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.

Supporting factors

Declared NOVA group 2 anchors the processing indicator.

Need attention

A long ingredient list (20 ingredients) supports a more processed classification.

Uncertain or missing data

The processing indicator is inferred rather than declared directly.

What would improve the assessment

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

Need attention

Mandatory field coverage is only partial (50%).

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

CategoryCondiments

Label information quality67/100

Data confidence

Ownership

Processing

Moderately processed · Limited estimate

Formulation complexity

Environmental signal

NOVA groupNOVA 2

Performance

Nutrition score18/100 · Grade E

Ingredient-level explanation

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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 18/100

Very weak

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

Strongest area

Processing

Weakest area

Nutrition profile

Data confidence

medium

Data confidence

Data confidence 65/100

Medium reliability

Data coverage is partial and the interpretation carries moderate confidence.

Confidence layer

Category breakdown

How the separate signals line up

The result points to clear risk and low quality.

Nutrition profile

Very weak

18/100

Nutrition score is available, but some inputs were inferred.

Processing

Moderately processed

Moderately processed · Limited estimate

Processing indicator is available, but part of the classification is inferred.

Environmental signal

Mixed

57/100

Estimated environmental signal with limited precision.

Label quality

Quite good

67/100

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

Declared NOVA group 2 anchors the processing indicator.
Impact: high

Pulls the score down

Mandatory field coverage is only partial (50%).
Impact: medium
A long ingredient list (20 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, quantity, nutrition panel, allergens, and front image. Scores stay visible, but weaker evidence is reflected in the confidence dimension.

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nutrition score

Lower processing burdenCondiments

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

72/100

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

Moderately 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

67/100

Label quality

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

medium confidence from label, nutrition, and source coverage

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Open Food Facts Sel rose de l'himalaya

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

—

nutrition score

Lower processing burdenCondiments

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

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

Moderately 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

67/100

Label quality

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

Open Food Facts Sel rose de l'himalaya

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

—

nutrition score

Lower processing burdenCondiments

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

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

Moderately 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

67/100

Label quality

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

Open Food Facts Pesto

Condiments. Evidence quality: medium

15/100

nutrition score

Condiments

Score summary

Nutrition score

Very weak

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

Strongest: Label qualityWeakest: Nutrition profile

Data confidence

72/100

medium reliability

Nutrition profile

Very weak

15/100

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.

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.

Supporting factors

Declared NOVA group 2 anchors the processing indicator.

Need attention

A long ingredient list (20 ingredients) supports a more processed classification.

Uncertain or missing data

The processing indicator is inferred rather than declared directly.

What would improve the assessment

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

Need attention

Mandatory field coverage is only partial (50%).

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

CategoryCondiments

Label information quality67/100

Data confidence

Ownership

Processing

Moderately processed · Limited estimate

Formulation complexity

Environmental signal

NOVA groupNOVA 2

Performance

Nutrition score18/100 · Grade E

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 18/100

Very weak

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

Strongest area

Processing

Weakest area

Nutrition profile

Data confidence

medium

Data confidence

Data confidence 65/100

Medium reliability

Data coverage is partial and the interpretation carries moderate confidence.

Confidence layer

Category breakdown

How the separate signals line up

The result points to clear risk and low quality.

Nutrition profile

Very weak

18/100

Nutrition score is available, but some inputs were inferred.

Processing

Moderately processed

Moderately processed · Limited estimate

Processing indicator is available, but part of the classification is inferred.

Environmental signal

Mixed

57/100

Estimated environmental signal with limited precision.

Label quality

Quite good

67/100

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

Declared NOVA group 2 anchors the processing indicator.
Impact: high

Pulls the score down

Mandatory field coverage is only partial (50%).
Impact: medium
A long ingredient list (20 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

Open Food Facts Fleur de sel nature

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

—

nutrition score

Lower processing burdenCondiments

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

72/100

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

Moderately 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

67/100

Label quality

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

medium confidence from label, nutrition, and source coverage

View product

Open Food Facts Sel rose de l'himalaya

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

—

nutrition score

Lower processing burdenCondiments

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

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

Moderately 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

67/100

Label quality

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

Open Food Facts Sel rose de l'himalaya

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

—

nutrition score

Lower processing burdenCondiments

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

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

Moderately 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

67/100

Label quality

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

Open Food Facts Pesto

Condiments. Evidence quality: medium

15/100

nutrition score

Condiments

Score summary

Nutrition score

Very weak

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

Strongest: Label qualityWeakest: Nutrition profile

Data confidence

72/100

medium reliability

Nutrition profile

Very weak

15/100

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.

French's BBQ Sauce Louisiana Hot and Spicy

Nutrient profile

Need attention

What would improve the assessment

Processing level

Supporting factors

Need attention

Uncertain or missing data

What would improve the assessment

Label quality

Need attention

Uncertain or missing data

Environmental signal

What would improve the assessment

Facts used for scoring

Design

Ownership

Performance

Five-layer evaluation

Nutrition score 18/100

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

Open Food Facts Fleur de sel nature

Open Food Facts Sel rose de l'himalaya

Open Food Facts Sel rose de l'himalaya

Open Food Facts Pesto

French's BBQ Sauce Louisiana Hot and Spicy

Nutrient profile

Need attention

What would improve the assessment

Processing level

Supporting factors

Need attention

Uncertain or missing data

What would improve the assessment

Label quality

Need attention

Uncertain or missing data

Environmental signal

What would improve the assessment

Facts used for scoring

Design

Ownership

Performance

Five-layer evaluation

Nutrition score 18/100

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

Open Food Facts Fleur de sel nature

Open Food Facts Sel rose de l'himalaya

Open Food Facts Sel rose de l'himalaya

Open Food Facts Pesto

What lowers the rating

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