Nutrition snapshot

Benton's Pecan Shortbread Cookies

Name: Benton's Pecan Shortbread Cookies
Brand: Benton's
SKU: 0041498187354

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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Improve product data

Explore alternatives More from Benton's Suggest correction

Signal classes

Need attention

High sugar content (58.6 g/100 g) weakens the nutrition score.
High saturated fat (39.1 g/100 g) weakens the nutrition score.

Need attention

Declared NOVA group 3 anchors the processing indicator.
A long ingredient list (36 ingredients) supports a more processed classification.

Supporting factors

Mandatory field coverage is strong (88%).

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

CategoryUndefined

Label information quality73/100

Data confidence

Quantity32 g

Ownership

Processing

Highly processed

Formulation complexity

Environmental signal

NOVA groupNOVA 3

Performance

Energy / 100g

1700 kcal

Protein / 100g

19.5 g

Sugar / 100g

58.6 g

Nutrition score18/100 · Grade E

Ingredient-level explanation

ENRICHED WHEAT FLOUR (WHEAT FLOUR, NIACIN, IRON, THIAMIN MONONITRATE, RIBOFLAVIN, FOLIC ACID), CANOLA AND/OR SOYBEAN AND/OR PALM OIL, SUGAR, PECANS, CONTAINS 2% OR LESS OF: EGGS*, SALT, BAKING SODA.

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

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

Strongest area

Label quality

Weakest area

Nutrition profile

Data confidence

medium

Data confidence

Data confidence 56/100

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 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

73/100

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 (88%).
Impact: medium

Pulls the score down

High sugar content (58.6 g/100 g) weakens the nutrition score.
Impact: high
Declared NOVA group 3 anchors the processing indicator.
Impact: high
High saturated fat (39.1 g/100 g) weakens the nutrition score.
Impact: medium

Uncertain area

Some nutrient values may need review (1 checks).
Impact: high
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: front image. Scores stay visible, but weaker evidence is reflected in the confidence dimension.

Similar options worth comparing

Trader Joe's Spinach & Kale Biets

Undefined. Ingredients: SPINACH, EGGS, PANKO BREADCRUMBS (UNBLEACHED WHEAT FLOUR, SUGAR, YEAST, SALT), YELLOW ONION, KALE, PARMESAN CHEESE (PASTEURIZED PART SKIM MILK, CHEESE CULTURE, SALT, ENZYMES), UNSALTED BUTTER (CREAM), GREEN ONION, SEA SALT, BLACK PEPPER.. Evidence quality: medium

65/100

nutrition score

Undefined

Score summary

Nutrition score

Quite good

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

Strongest: Label qualityWeakest: Processing

Data confidence

63/100

medium reliability

Nutrition profile

Quite good

65/100

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

Quite good

72/100

Label quality

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

medium confidence from label, nutrition, and source coverage

View product

Baker Josef's All Purpose Flour

Undefined. Ingredients: WHOLE GRAIN BROWN RICE FLOUR, POTATO STARCH, RICE FLOUR, TAPIOCA FLOUR.. Evidence quality: high

67/100

nutrition score

Well-documented labelStrong evidence coverage

Score summary

Nutrition score

Quite good

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

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

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

93/100

Label quality

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

TRADER JOE'S this pumpkin walks into a bar... CEREAL BARS

Undefined. Ingredients: PUMPKIN FILLING (BROWN RICE SYRUP, ORGANIC DRIED CANE SYRUP, APPLE POWDER, PUMPKIN, GLYCERIN, MODIFIED FOOD STARCH, PECTIN, NATURAL FLAVOR, WATER, CITRIC ACID, CINNAMON, NUTMEG, ANNATTO EXTRACT FOR COLOR, GINGER, ALLSPICE), WHEAT FLAVOR, EVAPORATED CANE SYRUP, INVERT CANE SYRUP, EXPELLER PRESSED CANOLA OIL, OAT FLOUR, WHEAT BRAN, NATURAL FLAVORS (BUTTER, VANILLA, CITRUS), WHEAT GLUTEN, HONEY, CINNAMON, ORGANIC NONFAT DRY MILK, BAKING SODA, CREAM OF TARTAR, MALTODEXTRIN (FROM CORN), SOY LECITHIN (EMULSIFIER), SEA SALT, CARRAGEENAN, CLOVES, SOYBEAN OIL, ANNATTO AND TURMERIC (FOR COLOR). NUTRITION BLEND: NIACIN, VITAMIN B6 (PYRIDOXINE HYDROCHLORIDE), RIBOFLAVIN, VITAMIN B1 (THIAMIN HYDROCHLORIDE), FOLIC ACID, SODIUM SELENATE, VITAMIN B12 (CYANOCOBALAMINE).. Evidence quality: high

51/100

nutrition score

Well-documented labelStrong evidence coverage

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

87/100

high 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

55/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

95/100

Label quality

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

Trader Joe's Garlic Salt

Undefined. Ingredients: SEA SALT, ROASTED GARLIC,ONION, PARSLEY.. Evidence quality: high

73/100

nutrition score

Well-documented labelStrong evidence coverage

Score summary

Nutrition score

Quite good

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

Strongest: Label qualityWeakest: Processing

Data confidence

78/100

high 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

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

85/100

Label quality

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

Benton's Pecan Shortbread Cookies · Nutrisiq

Signal classes

Need attention

High sugar content (58.6 g/100 g) weakens the nutrition score.
High saturated fat (39.1 g/100 g) weakens the nutrition score.

Need attention

Declared NOVA group 3 anchors the processing indicator.
A long ingredient list (36 ingredients) supports a more processed classification.

Supporting factors

Mandatory field coverage is strong (88%).

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

CategoryUndefined

Label information quality73/100

Data confidence

Quantity32 g

Ownership

Processing

Highly processed

Formulation complexity

Environmental signal

NOVA groupNOVA 3

Performance

Energy / 100g

1700 kcal

Protein / 100g

19.5 g

Sugar / 100g

58.6 g

Nutrition score18/100 · Grade E

Ingredient-level explanation

ENRICHED WHEAT FLOUR (WHEAT FLOUR, NIACIN, IRON, THIAMIN MONONITRATE, RIBOFLAVIN, FOLIC ACID), CANOLA AND/OR SOYBEAN AND/OR PALM OIL, SUGAR, PECANS, CONTAINS 2% OR LESS OF: EGGS*, SALT, BAKING SODA.

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

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

Strongest area

Label quality

Weakest area

Nutrition profile

Data confidence

medium

Data confidence

Data confidence 56/100

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 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

73/100

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 (88%).
Impact: medium

Pulls the score down

High sugar content (58.6 g/100 g) weakens the nutrition score.
Impact: high
Declared NOVA group 3 anchors the processing indicator.
Impact: high
High saturated fat (39.1 g/100 g) weakens the nutrition score.
Impact: medium

Uncertain area

Some nutrient values may need review (1 checks).
Impact: high
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: front image. Scores stay visible, but weaker evidence is reflected in the confidence dimension.

Similar options worth comparing

Trader Joe's Spinach & Kale Biets

65/100

nutrition score

Undefined

Score summary

Nutrition score

Quite good

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

Strongest: Label qualityWeakest: Processing

Data confidence

63/100

medium reliability

Nutrition profile

Quite good

65/100

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

Quite good

72/100

Label quality

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

medium confidence from label, nutrition, and source coverage

View product

Baker Josef's All Purpose Flour

Undefined. Ingredients: WHOLE GRAIN BROWN RICE FLOUR, POTATO STARCH, RICE FLOUR, TAPIOCA FLOUR.. Evidence quality: high

67/100

nutrition score

Well-documented labelStrong evidence coverage

Score summary

Nutrition score

Quite good

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

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

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

93/100

Label quality

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

TRADER JOE'S this pumpkin walks into a bar... CEREAL BARS

51/100

nutrition score

Well-documented labelStrong evidence coverage

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

87/100

high 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

55/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Strong

95/100

Label quality

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

Trader Joe's Garlic Salt

Undefined. Ingredients: SEA SALT, ROASTED GARLIC,ONION, PARSLEY.. Evidence quality: high

73/100

nutrition score

Well-documented labelStrong evidence coverage

Score summary

Nutrition score

Quite good

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

Strongest: Label qualityWeakest: Processing

Data confidence

78/100

high 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

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

85/100

Label quality

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

Kõrge vabade suhkrute sisaldus
Tugevam hoiatus
Kõrge vabade suhkrute sisaldus võib tõsta energiakoormust ilma püsivat täiskõhutunnet pakkumata.
Kohe
Võib tekitada kiire energiakõikumise ning varasema näljatunde või suurema janu.
Pikemas vaates
Sage tarbimine seostub kõrgema riskiga ebasoodsale kehakaalu ja ainevahetuse profiilile.
Ettevaatus: kõrgeTõenduse tase: tugevSihtrühm: lapsed ja täiskasvanudAllikas: toitaine lävend
Loogika: Joogid: sugars100g > 5 g/100 ml. Toidud: sugars100g > 10 g/100 g.
Signaalid: Suhkur 58.6 g/100 g ületab toidule rakendatud lävendi 10 g/100 g.
See on riskisignaal, mitte diagnoos. Mõju sõltub kogusest, tarbimissagedusest ja kogu toitumismustrist.
Töödeldud lihatooted ja nitritid
Tugevam hoiatus
Töödeldud lihatooted ja nitriti/nitraadi markerid viitavad kõrgema ettevaatuse vajadusele.
Kohe
Võib suurendada soola- ja säilitusainete koormust ühes toidukorras.
Pikemas vaates
Sage tarbimine seostub kõrgema riskiga ebasoodsatele pikaajalistele tervisenäitajatele.
Ettevaatus: kõrgeTõenduse tase: tugevSihtrühm: lapsed ja täiskasvanudAllikas: kombineeritud tuvastus
Loogika: Kategooria viitab töödeldud lihale või koostises/additiivides leidub E249, E250, E251, E252.
Signaalid: Koostises tuvastati markerid: nitraat.
See signaal ei asenda personaalset nõustamist. Tõlgendus sõltub tarbimissagedusest ja portsjoni suurusest.
Madal kiudainesisaldus ja rafineeritud süsivesikud
Ettevaatlikkus
Madal kiudainesisaldus ja rafineeritud süsivesikud viitavad toidule, mis toetab nõrgemalt täiskõhutunnet.
Kohe
Võib põhjustada kiiremat glükoosikõikumist ja varasemat näljatunnet.
Pikemas vaates
Sage tarbimine võib halvendada üldist toidukvaliteeti ja seostub ebasoodsama ainevahetusprofiiliga.
Ettevaatus: mõõdukasTõenduse tase: mõõdukasSihtrühm: lapsed ja täiskasvanudAllikas: kombineeritud tuvastus
Loogika: fiber100g < 1.5 g/100 g või fiber100g < 3 g/100 g koos rafineeritud süsivesikute markeritega.
Signaalid: Kiudained 0 g/100 g jäävad alla üldlävendi 3 g/100 g. · Kiudainesisaldus jääb alla tugeva riskisignaali lävendi 1.5 g/100 g. · Leitud rafineeritud süsivesiku markerid: nisujahu.
Riskisignaal sõltub kogu menüü kiudainete tasemest, mitte ainult ühest tootest.
Kõrge küllastunud rasva sisaldus
Ettevaatlikkus
Kõrge küllastunud rasva osakaal on oluline signaal, eriti kui sarnaseid tooteid tarbitakse sageli.
Kohe
Võib muuta toidukorra energiarikkamaks ja tekitada mõnel inimesel raskustunnet.
Pikemas vaates
Sage tarbimine võib tõsta ebasoodsa vere lipiidiprofiili riski.
Ettevaatus: mõõdukasTõenduse tase: mõõdukasSihtrühm: lapsed ja täiskasvanudAllikas: toitaine lävend
Loogika: saturatedFat100g > 5 g/100 g.
Signaalid: Küllastunud rasv 39.1 g/100 g ületab lävendi 5 g/100 g.
Riskitõlgendus sõltub kogu rasvaprofiilist ja üldisest menüüst, mitte vaid ühest näitajast.

Kuidas me hindame?

Miks olulineKohePikemas vaates

Kõrge vabade suhkrute sisaldus lapse toidus
Selge riskisignaal
Kui toidus on palju vabu suhkruid, võib see lapse puhul nõrgendada täiskõhutunnet ja toetada sagedamat magusaisu.
Miks oluline
Rakendus tõstab selle esile, sest laste toitumises mõjutab sage kõrge suhkrukoormus nii päevast söömismustrit kui ka hambatervise riski.
Kohe
Võib tekkida varasem uus näljatunne või suurem janu pärast magusat toidukorda.
Pikemas vaates
Võib kujundada magusamaid maitse-eelistusi ja vähendada menüü üldist toitumiskvaliteeti.
A-kiht: põhiriskisignaalTugev teaduslik alusLapse olulisus: väga kõrge
Põhineb tugeval rahvusvahelisel juhisel: WHO soovitab lastel piirata vabu suhkruid (kaariese ja liigse energiatarbimise riskisuund).
Signaalid: Suhkur 58.6 g/100 g ületab toidule rakendatud lävendi 10 g/100 g.
Madal kiudainesisaldus ja rafineeritud süsivesikud
Selge riskisignaal
Madal kiudainesisaldus on lapse vaates oluline, sest see mõjutab nii täiskõhutunnet kui ka seedimise mugavust.
Miks oluline
Rakendus kuvab selle, et aidata vanemal hoida lapse menüüs rohkem täistera, kaunvilju, puu- ja köögivilju.
Kohe
Võimalik on kiirem näljatunde taastumine või raskem seedimine.
Pikemas vaates
Võib vähendada lapse menüü üldist kvaliteeti ja hoida kiudainete tarbimise püsivalt liiga madalal.
A-kiht: põhiriskisignaalTugev teaduslik alusLapse olulisus: kõrge
Põhineb tugeval rahvusvahelisel juhisel: WHO süsivesikute kvaliteedi ja kiudainete soovitused.
Signaalid: Kiudained 0 g/100 g jäävad alla üldlävendi 3 g/100 g. · Kiudainesisaldus jääb alla tugevama alamsignaali lävendi 1.5 g/100 g. · Leitud rafineeritud süsivesiku markerid: nisujahu.
Kõrge küllastunud rasva taustsignaal
Hariv kontekst
Küllastunud rasva signaal aitab hinnata, kas toode sobib lapse menüüs pigem harvemaks valikuks.
Miks oluline
Rakendus ei anna siin mustvalget hinnangut, vaid lisab rasvaprofiili konteksti sagedaste valikute jaoks.
Kohe
Võib esineda raskustunnet või väiksemat söögi järel mugavust.
Pikemas vaates
Sage tarbimine võib hoida lapse menüü rasvaprofiili ebasoodsamas suunas.
B-kiht: ettevaatlikkuse signaalMõõdukas teaduslik alusLapse olulisus: mõõdukas
Põhineb WHO rasvajuhistel, kus rõhk on rasva kvaliteedil ja asendusloogikal.
Signaalid: Küllastunud rasv 39.1 g/100 g ületab lävendi 5 g/100 g.

Lisa-kontekstB / C kiht

Töödeldud liha ja nitritite hariv signaal
C-kiht: hariv kontekstMõõdukas teaduslik alus
Kui toode kuulub töödeldud liha profiili, kuvame selle vanemale pika vaate hariva märkusena.

Benton's Pecan Shortbread Cookies

Nutrient profile

Need attention

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 18/100

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

Trader Joe's Spinach & Kale Biets

Baker Josef's All Purpose Flour

TRADER JOE'S this pumpkin walks into a bar... CEREAL BARS

Trader Joe's Garlic Salt

Benton's Pecan Shortbread Cookies

Nutrient profile

Need attention

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 18/100

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

Trader Joe's Spinach & Kale Biets

Baker Josef's All Purpose Flour

TRADER JOE'S this pumpkin walks into a bar... CEREAL BARS

Trader Joe's Garlic Salt

What lowers the rating

Kõrge vabade suhkrute sisaldus

Töödeldud lihatooted ja nitritid

Madal kiudainesisaldus ja rafineeritud süsivesikud

Kõrge küllastunud rasva sisaldus

Lapse vaate riskisignaalid

Kõrge vabade suhkrute sisaldus lapse toidus

Madal kiudainesisaldus ja rafineeritud süsivesikud

Kõrge küllastunud rasva taustsignaal