Label check
Two jars on the same shelf can have wildly different ingredient lists. One has two ingredients, the other has eight. Here is how to tell which is which.
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Peanut butter is one of the few products in a typical American kitchen where the same product name covers a NOVA Group 1 food and a NOVA Group 4 food, side by side on the same shelf. A jar of natural peanut butter often lists two ingredients - peanuts and salt - or sometimes just peanuts. That is a minimally processed food. The peanuts are roasted and ground. Nothing else happens. A jar of conventional Jif or Skippy lists roasted peanuts followed by sugar, molasses, fully hydrogenated vegetable oils, mono- and diglycerides, and salt. That is an ultra-processed food, the category large reviews associate with higher rates of obesity, type 2 diabetes, and heart disease.
The difference exists because of one practical problem: oil separation. Natural peanut butter develops a layer of peanut oil on top that has to be stirred in. Conventional brands solved this by adding fully hydrogenated rapeseed and soybean oils, which act as stabilizers and keep the texture uniform from the day the jar leaves the factory until you scrape the bottom. Mono- and diglycerides do similar work as emulsifiers. The added sugar and molasses are about taste and shelf stability rather than nutrition.
Where it gets confusing is the middle ground. Many brands now sell a 'natural' line that still contains palm oil and added sugar - these are marketed as cleaner but still qualify as ultra-processed under NOVA. Other brands sell a true single-ingredient version. The shelf is full of peanut butters that look almost identical and carry similar marketing claims, and only the ingredient list will tell you which is actually in NOVA Group 1.
How it works
1Two peanut butters from the same brand can have very different ingredient lists. Skippy Original is not Skippy Natural. Jif Creamy is not Jif Natural. BerryPure pulls the exact ingredient list for the specific SKU you scan, not a generic average for the brand.
2The single fastest way to spot ultra-processed peanut butter is to scan for hydrogenated oils, mono- and diglycerides, or palm oil. If any of these appear, the jar is NOVA Group 4. If the list ends at peanuts and salt, you are holding NOVA Group 1. The app highlights these markers automatically.
3Natural peanut butter takes one stir on the day you open the jar. After that, refrigerating it keeps the oil from separating again. The hassle is small compared to the cleaner label. BerryPure tracks the products you scan most so the next time you swap brands, you can compare your previous favorite to the new one in one tap.
Cleaner swaps

Jif or Skippy Original on white toast
Single-ingredient natural peanut butter on whole grain sourdough
You drop hydrogenated oils, mono- and diglycerides, and added sugar in one move. The whole grain bread upgrade replaces the refined-flour matrix that pushed the original sandwich into UPF territory on both sides.

Reduced-sugar peanut butter for kids
Natural peanut butter blended with a fresh banana on a tortilla
Reduced-sugar versions usually replace the sugar with sucralose or other sweeteners and add more stabilizers. Real banana brings sweetness, fiber, and potassium with no synthetic sweeteners.

Peanut butter and jelly with conventional brands
Natural peanut butter with a layer of mashed berries (no sugar added)
Most jelly is itself ultra-processed - high fructose corn syrup, pectin, citric acid, and red dyes are common. Mashed berries provide the same fruit hit with the fiber intact and zero industrial additives.

Powdered peanut butter (PB2, etc.)
Smaller portion of full-fat natural peanut butter
Powdered peanut butter is technically lower in fat and calories but qualifies as ultra-processed because of the defatting and reformulation. A tablespoon of the real thing is more satisfying and keeps you in NOVA Group 1.
Everything you need to know about scanning your food with Berry Pure.
By NOVA classification, yes - single-ingredient peanut butter is in Group 1, while stabilized peanut butter with hydrogenated oils and added sugar is in Group 4. The calorie counts are nearly identical because peanuts dominate either way, but the fat profile differs (natural retains the original peanut oil, conventional has trace amounts of fully hydrogenated rapeseed and soybean oil) and the sugar content can vary by 2-3 grams per serving. The bigger health story is the long-term: diets dominated by Group 4 foods correlate with worse outcomes, and replacing one Group 4 staple with a Group 1 version is a small but real upgrade.
Palm oil is the new stabilizer of choice for many brands marketing themselves as natural. It does not require hydrogenation, which lets the brand drop the dreaded 'hydrogenated' word from the label. From a NOVA perspective, however, palm oil is still an industrial ingredient added to a product to extend shelf life and prevent separation. A peanut butter with palm oil is still NOVA Group 4, regardless of how green the label looks. The palm oil also has separate concerns around saturated fat content and deforestation.
Because peanuts are about 50% oil by weight, and oil floats. Without an emulsifier or hydrogenated stabilizer, the natural peanut oil rises to the top during storage. This is normal and expected. The fix is to stir the jar once when you open it (a butter knife works fine) and then store it in the refrigerator - cold temperatures slow the separation enough that subsequent stirring is rarely needed. Some people store the jar upside down for the first few days to ease the initial mix.
The toxicological evidence on mono- and diglycerides is thin. They are widely used as emulsifiers and the FDA considers them generally safe. The concern is not that any individual additive is dangerous - it is that the presence of multiple industrial emulsifiers, stabilizers, and flavor compounds correlates with overall ultra-processed food intake, and that intake correlates with worse health outcomes in large cohort studies. Mono- and diglycerides are useful as a NOVA flag rather than as a singular villain.
A typical conventional peanut butter has 2-3 grams of added sugar per two-tablespoon serving. That is small in isolation. The issue is cumulative - the same person eating that peanut butter is often also eating jelly with high fructose corn syrup, sweetened bread, flavored yogurt, and granola, and the small additions add up. Cutting added sugar from peanut butter is a low-effort move that compounds across a week. It also lets the actual peanut flavor come through, which most people find improves over a few days of adjustment.
All of these can come as single-ingredient products or as stabilized versions with added oils and sugars - the same logic applies. Read the label, look for hydrogenated oils, palm oil, or added sweeteners. Sunflower butter is worth knowing about because it is the standard nut-free swap for school environments, and the major brands (SunButter, etc.) often add cane sugar that pushes them into Group 4. A jar of single-ingredient sunflower seed butter exists but takes more searching.

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