Nutrition snapshot

Hill & Valley Inc. Apple Walnut Muffins

Name: Hill & Valley Inc. Apple Walnut Muffins
Brand: Hill & Valley Inc.
SKU: 0014821044037

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 4 anchors the processing indicator.
Isolated or heavily fractionated ingredients (3 markers) support a more processed classification.
Non-sugar sweeteners (2 markers) support a more processed classification.
Formulation markers such as atsesulfaam-K, sukraloos, letsitiin, guarkummi, ksantaankummi support a more processed classification.
A long ingredient list (74 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 quality71/100

Data confidence

Quantity71 g

Ownership

Processing

Very highly processed

Formulation complexity

100

Environmental signal

NOVA groupNOVA 4

Performance

Energy / 100g

490 kcal

Protein / 100g

7.93 g

Sugar / 100g

1.99 g

Nutrition score60/100 · Grade C

Ingredient-level explanation

MALTITOL* AND SORBITOL* SYRUP, EGGS, BLEACHED ENRICHED FLOUR (BLEACHED WHEAT FLOUR, NIACIN, REDUCED IRON, THIAMINE MONONITRATE, RIBOFLAVIN, FOLIC ACID), WATER, SOYBEAN OIL BLEND AND SOYBEANS OIL SHORTENING (SOYBEAN OIL, MONO - AND DIGLYCERIDES, PROPYLENE GLYCOL MONO - AND DIESTERS OF FATTY ACIDS, GLYCERYL-LACTO ESTERS OF FATTY ACIDS), WHEAT FLOUR, APPLES, EGG WHITES, WALNUTS, MALTODEXTRIN, FOOD STARCH-MODIFIED, CINNAMON, LEAVENING (SODIUM ACID PYROPHOSPHATE, BAKING SODA, MONOCALCIUM PHOSPHATE), SALT, NATURAL AND ARTIFICIAL FLAVOR (CONTAINS WHEAT AND MILK), EMULSIFIER PRODUCT [PROPYLENE GLYCOL MONOSTEARATE, MONOGLYCERIDES, SODIUM STEAROYL LACTYLATE, CALCIUM SILICATE, ASCORBIC ACID (PRESERVATIVE), CITRIC ACID (PRESERVATIVE)], APPLE JUICE CONCENTRATE, NUTMEG, SORBIC ACID (PRESERVATIVE), SOY LECITHIN, XANTHAN GUM, GUAR GUM, ACESULFAME POTASSIUM, SUCRALOSE. *MALTITOL AND SORBITOL ARE POLYHYDRIC ALCOHOLS THAT METABOLIZE SLOWER THAN SUGAR. DIABETICS SHOULD CONSULT THEIR PHYSICIAN BEFORE INCORPORATING NEW FOODS INTO THEIR MEAL PLAN.

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 60/100

Quite good

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 63/100

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

60/100

Nutrition score based on nutrient profile only.

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

71/100

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

Declared NOVA group 4 anchors the processing indicator.
Impact: high
Isolated or heavily fractionated ingredients (3 markers) support a more processed classification.
Impact: medium
Non-sugar sweeteners (2 markers) support a more processed classification.
Impact: medium

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: 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.

Hill & Valley Inc. Apple Walnut Muffins · Nutrisiq

Signal classes

Need attention

Declared NOVA group 4 anchors the processing indicator.
Isolated or heavily fractionated ingredients (3 markers) support a more processed classification.
Non-sugar sweeteners (2 markers) support a more processed classification.
Formulation markers such as atsesulfaam-K, sukraloos, letsitiin, guarkummi, ksantaankummi support a more processed classification.
A long ingredient list (74 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 quality71/100

Data confidence

Quantity71 g

Ownership

Processing

Very highly processed

Formulation complexity

100

Environmental signal

NOVA groupNOVA 4

Performance

Energy / 100g

490 kcal

Protein / 100g

7.93 g

Sugar / 100g

1.99 g

Nutrition score60/100 · Grade C

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 60/100

Quite good

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 63/100

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

60/100

Nutrition score based on nutrient profile only.

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

71/100

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

Declared NOVA group 4 anchors the processing indicator.
Impact: high
Isolated or heavily fractionated ingredients (3 markers) support a more processed classification.
Impact: medium
Non-sugar sweeteners (2 markers) support a more processed classification.
Impact: medium

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: 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.

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 2.0 g/100 g jäävad alla üldlävendi 3 g/100 g. · Leitud rafineeritud süsivesiku markerid: nisujahu, maltodekstriin.
Riskisignaal sõltub kogu menüü kiudainete tasemest, mitte ainult ühest tootest.
Ultra-töödeldud toit (NOVA 4)
Ettevaatlikkus
NOVA 4 viitab ulatuslikule tööstuslikule töötlemisele ja suuremale formulatsiooni keerukusele.
Kohe
Võib soodustada ülesöömist, sest maitse- ja tekstuuriprofiil on sageli väga stimuleeriv.
Pikemas vaates
Sage tarbimine seostub kõrgema riskiga ebasoodsatele tervisetulemitele, kuid mõju sõltub toitumismustrist.
Ettevaatus: mõõdukasTõenduse tase: mõõdukasSihtrühm: lapsed ja täiskasvanudAllikas: töötlusklass
Loogika: novaGroup === 4.
Signaalid: NOVA grupp on 4 (ultra-töödeldud klass).
NOVA klass on tarbimismustri signaal ega tähenda üksiku toote põhjal automaatset diagnoosi.
Mittesuhkrulised magusained
Kontekstisignaal
Mittesuhkrulised magusained võivad vähendada suhkrukoormust, kuid ei tähenda automaatselt tervislikku valikut.
Kohe
Mõnel kasutajal võib esineda magusaisu püsimist või kerget seedetrakti ebamugavust.
Pikemas vaates
Pikaajalised mõjud sõltuvad kasutusmustrist; seoseid käsitletakse pigem konteksti- kui absoluutse riskina.
Ettevaatus: kontekstTõenduse tase: piiratud/kontekstipõhineSihtrühm: lapsed ja täiskasvanudAllikas: koostise muster
Loogika: Koostises tuvastatakse magusained nagu aspartaam, sukraloos, atsesulfaam K, sahhariin või stevioolglükosiidid.
Signaalid: Leitud mittesuhkrulised magusained: sukraloos, atsesulfaam K. · Leitud magusainete lisandikoodid: E950, E955.
Kategooria on kontekstisignaal: tõlgendus sõltub toote üldisest koostisest ja kogu toitumismustrist.

Kuidas me hindame?

Miks olulineKohePikemas vaates

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 2.0 g/100 g jäävad alla üldlävendi 3 g/100 g. · Leitud rafineeritud süsivesiku markerid: nisujahu, maltodekstriin.
Ultra-töödeldud profiil (NOVA 4) lapse menüüs
Hariv kontekst
Ultra-töödeldud märge aitab vanemal hinnata, kas toode sobib igapäevaseks valikuks või pigem harvemaks.
Miks oluline
Rakendus kuvab selle lisakontekstina, et toetada lapse menüü üldist kvaliteeti, mitte anda mustvalget otsust ühe toote kohta.
Kohe
Võib tekkida kiire söömise ja varasema uue isu muster.
Pikemas vaates
Sage kasutus võib nihutada menüüd vähem täisväärtusliku toiduprofiili poole.
B-kiht: ettevaatlikkuse signaalMõõdukas teaduslik alusLapse olulisus: kõrge
Põhineb peamiselt epidemioloogilisel ja institutsionaalsel kirjandusel ultra-töödeldud toitude tarbimismustrite kohta.
Signaalid: NOVA grupp on 4 (ultra-töödeldud profiil).

Lisa-kontekstB / C kiht

Mittesuhkrulised magusained lapse valikus
B-kiht: ettevaatlikkuse signaalKontekstisignaal
Mittesuhkruliste magusainete märge tähendab, et toode vajab lapse puhul lisatõlgendust, mitte automaatset heakskiitu.
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.

Hill & Valley Inc. Apple Walnut Muffins

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 60/100

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

Hill & Valley Inc. Apple Walnut Muffins

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 60/100

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

Töödeldud lihatooted ja nitritid

Madal kiudainesisaldus ja rafineeritud süsivesikud

Ultra-töödeldud toit (NOVA 4)

Mittesuhkrulised magusained

Lapse vaate riskisignaalid

Madal kiudainesisaldus ja rafineeritud süsivesikud

Ultra-töödeldud profiil (NOVA 4) lapse menüüs