Healthy Food Guide by KarbCoach
Bobo's Coconut Almond Butter Stuff'd Oat Bar: Food Integrity analysis
Quick answer
Mixed integrity
Bobo's coconut almond butter stuff'd oat bar received a Food Integrity Score of 68 out of 100 (mixed integrity). This reflects moderately processed and moderate additive load. This reads like a packaged snack bar with a whole-food base of oats, almonds, and coconut, but the sweetener and texture systems add real processing. It is a reasonable occasional snack rather than an everyday staple, and the main reasons for the moderate score are the added syrups, sugar, and gum. Main considerations include refined syrup and cane sugar sweetener load, xanthan gum and vague coconut flavor, and vegetable glycerin and oat fiber texture helpers. Simpler options: Look for bars sweetened mainly with dates or honey; choose options without gums or isolated fibers when possible.
Food Integrity Score 68/100
What stood out on the label?
- Moderately processed
- Moderate additive load
- Transparency: High
What to watch?
- Refined syrup and cane sugar sweetener load
- Xanthan gum and vague coconut flavor
- Vegetable glycerin and oat fiber texture helpers
Simpler options to consider
- Look for bars sweetened mainly with dates or honey
- Choose options without gums or isolated fibers when possible
You are viewing ingredients and processing. Switch to Longevity for nutrition and longer-term eating pattern fit.
Source data, GTIN, and Healthy Food Guide analysis details
Product facts
- Product
- Bobo's Coconut Almond Butter Stuff'd Oat Bar
- Brand
- Bobo's
- Category
- Snacks (source: Snack, Energy & Granola Bars)
- GTIN / UPC
00829262000975- Serving size
- 71 g (1 Bar)
- Source data — ingredients
- Ingredient list from product label data (see Sources)
- Healthy Food Guide analysis
- Independent Longevity and Food Integrity scorecards. See methodology under Sources.
- Data last verified
Food Integrity results
Coconut Almond Butter Stuff'd Oat Bar
Bobo's
Mixed integrity
Warning Signs
Brown rice syrup, cane sugar, and xanthan gum stack up sweetener and texture helpers in one small bar.
Consider This
Oat fiber, vegetable glycerin, and xanthan gum are functional add-ins typical of engineered bar formulas rather than simple kitchen recipes.
Good Substitutes
Try rolled oats, almond butter, and coconut blended with a little honey or dates for a homemade-style bar.
Overall Assessment
Mixed integrityThis reads like a packaged snack bar with a whole-food base of oats, almonds, and coconut, but the sweetener and texture systems add real processing. It is a reasonable occasional snack rather than an everyday staple, and the main reasons for the moderate score are the added syrups, sugar, and gum.
Key Highlights
What stood out
- Refined syrup and cane sugar sweetener load
- Xanthan gum and vague coconut flavor
- Vegetable glycerin and oat fiber texture helpers
Family Watchlist
Ingredients some users may personally want to know about.
- Brown rice syrup — Refined sweetener
- Cane sugar — Refined sweetener
- Vegetable glycerin — Texture additive
- Xanthan gum — Gum thickener
- Natural coconut flavor — Vague flavor system
Highest concern ingredients
- Xanthan gum (7/10) — Gum used for texture and binding.
- Natural coconut flavor (6/10) — Vague flavor system.
- Brown rice syrup (5/10) — Refined syrup sweetener.
Better choice tips
- Look for bars sweetened mainly with dates or honey.
- Choose options without gums or isolated fibers when possible.
Ingredients
Ingredient list
WHOLE GRAIN ROLLED OATS, BROWN RICE SYRUP, ALMOND BUTTER, CANE SUGAR, COCONUT OIL, COCONUT, OAT FIBER, VEGETABLE GLYCERIN, SEA SALT, XANTHAN GUM, NATURAL COCONUT FLAVOR, VITAMIN E (FOR FRESHNESS).
Formulations can vary — check the package label for the final word.
Highest-concern ingredients first. Expand an item for notes.
Xanthan gumConcern 7/10 — Higher concernThickenerWatchlist · Additive
What this is
Thickener
Processing category
Processed
Main concern area
Family Watchlist
Why it matters
Gum is a texture helper many users prefer to avoid.
Additional note
Gum used for texture and binding.
Family watchlist
Gum thickener
Natural coconut flavorConcern 6/10 — Moderate concernFlavorWatchlist · Additive · Vague label term
What this is
Flavor
Processing category
Processed
Main concern area
Family Watchlist
Why it matters
Flavorings can be vague about exact composition.
Additional note
Flavor system; composition not specified.
Family watchlist
Vague flavor system
Brown rice syrupConcern 5/10 — Moderate concernSweetenerWatchlist
What this is
Sweetener
Processing category
Natural refined
Main concern area
Ingredient concern
Why it matters
Concentrated syrup sweetener adds refined sugar load.
Additional note
Refined syrup sweetener, concentrated sugars.
Family watchlist
Refined sweetener
Oat fiberConcern 5/10 — Moderate concernIsolated fiber
What this is
Isolated fiber
Processing category
Processed
Main concern area
Processing
Why it matters
Isolated fiber is a formulation helper rather than a whole-food ingredient.
Additional note
Isolated fiber used for bulk and texture.
View all 12 ingredient assessments
Cane sugarConcern 4/10 — Mild concernSweetenerWatchlist
What this is
Sweetener
Processing category
Natural refined
Main concern area
Ingredient concern
Why it matters
Refined sugar is a common sweetener many users track.
Additional note
Refined sugar adds sweetness load.
Family watchlist
Refined sweetener
Vegetable glycerinConcern 4/10 — Mild concernHumectantWatchlist · Additive
What this is
Humectant
Processing category
Processed
Main concern area
Additive load
Why it matters
Functions as a moisture-retaining additive in packaged bars.
Additional note
Humectant that keeps bars soft.
Family watchlist
Texture additive
Vitamin E (for freshness)Concern 3/10 — Mild concernPreservativeAdditive
What this is
Preservative
Processing category
Synthetic / man-made
Main concern area
Additive load
Why it matters
Added for shelf life, a formulation-oriented purpose.
Additional note
Added antioxidant for shelf life.
Coconut oilConcern 2/10 — Very low concernPlant oil
What this is
Plant oil
Processing category
Processed
Main concern area
Processing
Why it matters
Added oil supports texture; processing level is modest.
Additional note
Plant oil used for texture and richness.
Almond butterConcern 1/10 — Very low concernNut butter
What this is
Nut butter
Processing category
Processed
Why it matters
Ground nuts are a normal processing step for nut butter.
Additional note
Ground almonds, category-normal processing.
Whole grain rolled oatsConcern 0/10 — No meaningful concernWhole grain
What this is
Whole grain
Processing category
Whole food
Why it matters
Recognizable whole grain with no added processing concern.
Additional note
Simple whole grain base.
CoconutConcern 0/10 — No meaningful concernSimple food
What this is
Simple food
Processing category
Whole food
Why it matters
Recognizable coconut with no added concern.
Additional note
Coconut pieces, simple whole food.
Sea saltConcern 0/10 — No meaningful concernSeasoning
What this is
Seasoning
Processing category
Whole food
Why it matters
Basic seasoning with no meaningful concern.
Additional note
Simple seasoning.
Food Integrity is an ingredient-based estimate of how simple and recognizable a food's formulation appears. It is not a medical safety rating. Formulations can vary by region, size, and packaging. Check the package label for ingredients, allergens, and nutrition. Not medical advice — do not use this site or the KarbCoach mobile app for allergy or health decisions.
How this product may fit different goals
The same food can look different depending on what matters most to you. Here is a general preview of how this product may align with several common goals.
Low-Spike Stability
MixedMetabolic Health
For someone prioritizing Low-Spike Stability, the same nutrition and ingredient data show both supportive signals and tradeoffs.
A tradeoff: Sweetener/sugar on watchlist (see Food Integrity)
This product has 2 additional signals for this goal.
Heart-Healthy Eating
MixedMetabolic Health
For someone prioritizing Heart-Healthy Eating, the same nutrition and ingredient data show both supportive signals and tradeoffs.
A tradeoff: Ingredients often higher in saturated fat (Mentions "coconut oil". See ingredients for details.)
This product has 1 additional signal for this goal.
GLP-1 Eating Support
MixedMetabolic Health
For someone prioritizing GLP-1 Eating Support, the same nutrition and ingredient data show both supportive signals and tradeoffs.
A tradeoff: Sweetener/sugar ingredients (Mentions "sugar", "syrup", "cane". See ingredients for details.)
This product has 1 additional signal for this goal.
Low Sugar Lifestyle
MixedMetabolic Health
For someone prioritizing Low Sugar Lifestyle, the same nutrition and ingredient data show both supportive signals and tradeoffs.
A tradeoff: Sweetener/sugar on watchlist (see Food Integrity)
This product has 2 additional signals for this goal.
Appetite & Portion Awareness
MixedMetabolic Health
For someone prioritizing Appetite & Portion Awareness, the same nutrition and ingredient data show both supportive signals and tradeoffs.
A tradeoff: Sweetener/sugar ingredients (Mentions "sugar", "syrup", "cane". See ingredients for details.)
This product has 1 additional signal for this goal.
Athletic Fueling
SupportiveAthletic Performance
For someone prioritizing Athletic Fueling, the available data suggest this product may align in helpful ways.
A supportive signal: Carb fueling ingredients (Mentions "oat", "oats", "rice". See ingredients for details.)
Vegetarian
SupportiveDietary Patterns
For someone prioritizing Vegetarian, the available data suggest this product may align in helpful ways.
A supportive signal: Plant-food ingredients (Mentions "oat", "almond". See ingredients for details.)
Vegan
SupportiveDietary Patterns
For someone prioritizing Vegan, the available data suggest this product may align in helpful ways.
A supportive signal: Plant-food ingredients (Mentions "oat", "almond". See ingredients for details.)
Plant-Based
SupportiveDietary Patterns
For someone prioritizing Plant-Based, the available data suggest this product may align in helpful ways.
A supportive signal: Plant-food ingredients (Mentions "oat", "almond". See ingredients for details.)
Low-Carb Lifestyle
Watch-outsDietary Patterns
For someone prioritizing Low-Carb Lifestyle, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Carb-dense ingredients (Mentions "rice", "sugar", "syrup". See ingredients for details.)
This product has 1 additional signal for this goal.
Keto-Style Eating
Watch-outsDietary Patterns
For someone prioritizing Keto-Style Eating, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Carb-dense ingredients (Mentions "rice", "sugar", "syrup". See ingredients for details.)
This product has 1 additional signal for this goal.
Minimally Processed Eating
Watch-outsDietary Patterns
For someone prioritizing Minimally Processed Eating, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Family watchlist items (Brown rice syrup)
Whole-Food Focused Eating
Watch-outsDietary Patterns
For someone prioritizing Whole-Food Focused Eating, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Family watchlist items (Brown rice syrup)
Reduce Ultra-Processed Foods
Watch-outsDietary Patterns
For someone prioritizing Reduce Ultra-Processed Foods, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Family watchlist items (Brown rice syrup)
Mediterranean-Style Eating
Watch-outsDietary Patterns
For someone prioritizing Mediterranean-Style Eating, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Ingredients often higher in saturated fat (Mentions "coconut oil". See ingredients for details.)
Paleo-Style Eating
Watch-outsDietary Patterns
For someone prioritizing Paleo-Style Eating, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Grain/legume ingredients (Mentions "oat", "rice". See ingredients for details.)
This product has 1 additional signal for this goal.
Healthy Fat Focus
MixedDietary Patterns
For someone prioritizing Healthy Fat Focus, the same nutrition and ingredient data show both supportive signals and tradeoffs.
A tradeoff: Ingredients often higher in saturated fat (Mentions "coconut oil". See ingredients for details.)
This product has 1 additional signal for this goal.
Workout Recovery
NeutralAthletic Performance
For someone prioritizing Workout Recovery, the Food Integrity data do not show a strong matching signal for this product.
Strength & Protein Focus
NeutralAthletic Performance
For someone prioritizing Strength & Protein Focus, the Food Integrity data do not show a strong matching signal for this product.
Pescatarian
NeutralDietary Patterns
For someone prioritizing Pescatarian, the Food Integrity data do not show a strong matching signal for this product.
Low Gluten Eating
NeutralDietary Patterns
For someone prioritizing Low Gluten Eating, the Food Integrity data do not show a strong matching signal for this product.
See how this product fits your goals
Choose what matters most to you and explore a more detailed interpretation of this product's nutrition, ingredients, and tradeoffs.
Understanding the Food Integrity analysis
What the Food Integrity analysis evaluates
The Food Integrity analysis focuses on how a packaged food is formulated and made. It examines processing level, ingredient quality, additives, oils, sweeteners, purity cues, and how clearly a label communicates what is in the product. The Food Integrity Score summarizes that formulation and transparency picture on a 0–100 scale. It is not a full nutrient report and it is not a personalized meal plan.
Why processing, ingredients, and transparency matter
Processing level and ingredient quality shape what you are actually eating beyond calories on the label. Additives, industrial oils, and intense sweeteners can change how clean or heavily engineered a product feels, even when the front of pack looks wholesome. Purity and transparency matter because incomplete or marketing-heavy labeling can hide tradeoffs that only show up when the full ingredient list is reviewed carefully.
Who may prioritize Food Integrity
Some people care mainly about Food Integrity because their dietary goals center on formulation rather than macros alone. Examples include checking vegetarian or vegan suitability, preferring simpler ingredient sources, avoiding certain additives or sweeteners, watching oil choices, or preferring less processed options. For those priorities, the Food Integrity Score can be the more practical first read.
How Food Integrity differs from Longevity
Food Integrity is the focused analysis of processing, ingredients, additives, purity, and transparency. Longevity is the broader analysis of nutritional composition, metabolic and dietary characteristics, processing, and ingredient quality together. Favorable nutrition values do not necessarily mean strong Food Integrity: a product can look balanced on macros yet still rely on heavy processing or additives that the Food Integrity analysis flags in more detail.
Why the two analyses overlap—and why to review Longevity too
The analyses overlap intentionally. Food Integrity–related characteristics contribute to Longevity, and Longevity still benefits from the same ingredient-quality lens. They are not competing verdicts; they answer different questions at different depths. Reviewing the Longevity analysis can add information about nutritional composition, metabolic characteristics, and dietary balance that Food Integrity alone does not emphasize. Looking at both usually gives the most complete understanding of tradeoffs.
Common questions about this product
Is Bobo's Coconut Almond Butter Stuff'd Oat Bar highly processed?
Food Integrity lists processing level as Moderately processed. That reflects formulation and processing signals from the ingredient analysis — not a medical or regulatory classification.
Why are the Longevity and Food Integrity scores different?
Longevity emphasizes nutrition per serving and longer-term dietary alignment. Food Integrity emphasizes ingredients, additives, processing, and label transparency. The same product can score differently on those lenses.
How much fiber is in one serving?
Bobo's Coconut Almond Butter Stuff'd Oat Bar shows about 4.97g of fiber per labeled serving in the Longevity nutrition facts.
Does it contain added sugar?
Bobo's Coconut Almond Butter Stuff'd Oat Bar: 13g added sugar per serving; sweetener signals include Brown rice syrup, Cane sugar. Confirm the current package Nutrition Facts and ingredient list.
What helped the Longevity Score?
Key positives called out in the analysis include: Whole grain rolled oats as first ingredient; Almond butter adds healthier fats; Oat fiber adds about 5g fiber per bar.
What prevented a perfect Longevity Score?
Key concerns noted include: 13g sugar including added cane sugar and brown rice syrup; Coconut oil raises saturated fat to 7g; Gums, glycerin, and flavoring indicate processing.
Who might evaluate this product differently?
People prioritizing different goals (for example lower carbs, higher protein, or minimally processed eating) may weigh the same snacks differently. Use the goal preview on this page, then personalize in KarbCoach for your priorities.
Source data and Healthy Food Guide analysis
- Public label databases (including USDA FoodData Central and Open Food Facts) — Possible sources for package ingredients and nutrition.
- Healthy Food Guide analysis (Longevity and Food Integrity) — Independent Longevity and Food Integrity scorecards.
- How the Longevity Score is calculated
- How the Food Integrity Score is calculated
- Scoring models: KarbCoach Longevity and Food Integrity.
- Independent analysis. No manufacturer affiliation.
- Formulations can vary by region, size, and packaging. Check the package label for ingredients, allergens, and nutrition. Not medical advice — do not use this site or the KarbCoach mobile app for allergy or health decisions. Full sources and safety details.
Label accuracy and safety information
Formulations can vary by region, size, and packaging. Check the package label for ingredients, allergens, and nutrition. Not medical advice — do not use this site or the KarbCoach mobile app for allergy or health decisions.
See how this item lines up with your goals
Healthy Food Guide covers this product in detail. In KarbCoach, your goals shape what matters most for your meals.
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