Labelgrade Data Study · Published 2026-06-07

The Health Halo Report

Packaged foods that market healthy but aren't

Across 356 branded foods we graded A–F, the products that market hardest on health — juice, granola and "protein" bars, fruit snacks, sweetened yogurt, flavored tea, dried fruit — are also among the most likely to score a C or worse, and in almost every case it is added sugar, not fat or salt, that sinks them.

"Health halo" is the gap between how wholesome a food looks — through its category, its packaging, or a word like natural, real fruit, multigrain, or protein — and how it actually grades once you read the panel. We went looking for the widest gaps in our catalog: products that lean on a health cue and then score a C or worse anyway. Below are the 15 that turned up, each with the single dimension from our live data that sank it.

How we did this

Labelgrade has scored 356 branded packaged foods on the v3.1 methodology — six weighted dimensions, every figure verified against USDA FoodData Central. The weights are fixed and public: protein density 23%, ingredient quality 21%, saturated fat 18%, sodium 15%, sugar 15%, fiber 8%. Crucially, the three "load" dimensions (sugar, sodium, saturated fat) are scored per 100 g, not per labeled serving — so a convenient "serving size" can't hide a dense nutrient.

To build this report we filtered that catalog programmatically. A product qualifies as a health-halo offender when (a) it sits in a category whose type inherently signals health or wholesomeness — juice, fruit snacks, dried fruit, granola and snack bars, iced tea, sports drinks, coffee drinks, jam/jelly, pudding, or sweetened yogurt — or (b) its name makes an explicit health claim, and its overall grade is C+ or below. We excluded products that are honestly dessert (a frosted toaster pastry isn't wearing a halo), and we grade the product, not the brand. Everything on this page is computed at build time directly from the product pages, so nothing here can drift from the underlying grades. See the full methodology.

The findings: 15 health-halo products, ranked worst grade first

Each links to its full fact sheet with the USDA-verified numbers and the complete dimension-by-dimension breakdown.

The clusters

"Made with real fruit" — juice, fruit snacks, and dried fruit

This is the purest expression of the halo: a product that borrows fruit's reputation while delivering fruit's sugar without its fiber. Ocean Spray Cranberry Juice Cocktail carries 28 g of sugar — the word "cocktail" is doing quiet work; this is closer to soda than to cranberries. Ocean Spray Craisins and Sun-Maid Vanilla Yogurt Raisins take real dried fruit and sweeten it further, landing 29 g and 18 g of sugar respectively (the Sun-Maid is our lowest grade in the set, a D). Gummy "fruit snacks" — the ones with made with real fruit juice on the box — are candy with a vitamin sprinkled in: corn syrup and sugar sit at the top of the list, and the grade follows.

The bar aisle: granola, "protein," and "organic fruit + nut"

Bars are where health language is thickest and the data is least forgiving. A Gatorade Recover Whey Protein Bar pairs a recovery-and-protein message with 28.9 g of sugar. A Nature Valley Crunchy Oats 'n Honey bar reads like breakfast and grades like a cookie. Even the cleaner-sounding entries don't escape: an organic, dark-chocolate, fruit-and-nut bar is undone by saturated fat, and a peanut-butter "protein" chewy bar by sodium. "Granola" and "protein" on a wrapper are flavor and marketing words, not a grade.

Drinks that aren't water: tea, sports drinks, coffee, "vegetable" juice

A beverage that isn't water usually earns its calories in sugar. AriZona Green Tea with Ginseng & Honey sells antioxidants and honey; the panel shows 16 g of sugar per 8 oz — and the bottle is more than one serving. Sports drinks and chilled coffee drinks tell the same story under different branding. The tell is always the same: read the sugar line, then double it for the real container size.

The "wholesome" pantry: cereal, popcorn, pudding, jam

Honey Nut Cheerios, Cheerios Protein, and Quaker Life "Multigrain" all wear health cues — heart-healthy oats, added protein, multiple grains — yet land at C+ on sugar or sodium. A bag of LesserEvil Himalayan Pink Salt popcorn leans on a wellness name and a fancy salt, but 5 g of saturated fat sinks it. And the most honest example of the genre: Welch's Concord Grape Jelly is, definitionally, sugar — the halo is the fruit on the jar, not what's inside.

The pattern

Three things recur across this list, and together they are the anatomy of a health halo:

• It's almost always sugar. Of the 15 products here, 10 were sunk primarily by their sugar score — far more than sodium (3) or saturated fat (2). The health cue points your attention at fat, salt, or "natural"; the actual problem is sugar.
• "Clean" on the lines that don't matter for the category. 4 of these products are essentially fat-free and low-sodium and still failed on sugar. A juice or a fruit snack proudly has 0 g of saturated fat and almost no sodium — which is true, irrelevant, and exactly the kind of clean-looking fact a label leads with.
• The container hides the dose. Sweetened drinks and snacks routinely package two or more servings as one unit, so the per-serving sugar figure is half the story. Scoring loads per 100 g — as we do — strips that disguise away.

None of this makes these foods poison. A C means there is a clearly better option in the same aisle, not that you should panic about an occasional Ocean Spray. The honest takeaway is simpler: the health cue on the front of the package is marketing, and the grade is the data. When they disagree, trust the panel.

Methodology & data

This report is generated live from the Labelgrade catalog of 356 branded foods. Each product is scored 0–100 on six weighted dimensions — protein density 23%, ingredient quality 21%, saturated fat 18%, sodium 15%, sugar 15%, fiber 8% — with every nutrition figure verified against USDA FoodData Central, and the load dimensions scored per 100 g so serving-size choices can't mask a dense nutrient. The full method, including how each dimension is scored and graded, is at labelgrade.com/methodology. The complete, browsable dataset — every product, every grade, every dimension — is open at labelgrade.com/data.

Labelgrade is editorially independent: grades are computed from nutrition data and ingredient panels and are never influenced by affiliate relationships. See our editorial standards. Found a number you think is wrong? Our corrections policy is public, and every product page shows its USDA source.

Cite this report

These findings are free to cite and reuse with attribution to Labelgrade (labelgrade.com). Journalists, dietitians, and writers covering nutrition, packaged food, or food marketing are welcome to use the rankings and the pattern above — please link to this page so readers can check the live data.

Source: Labelgrade Health Halo Report, labelgrade.com, 2026. Data: labelgrade.com/data · Method: labelgrade.com/methodology.

For a specific cut of the data — by category, by dimension, or a custom threshold — reach us via the contact page. This page updates automatically as the catalog grows and grades are revised; figures reflect the catalog as of the last build.