Healthy Food Guide by KarbCoach
Trader Joe's Maple Pecan Granola: Food Integrity analysis
Quick answer
Mixed integrity
Trader Joe's maple pecan granola received a Food Integrity Score of 72 out of 100 (mixed integrity). This reflects moderately processed and low additive load. This product is moderately processed with several refined ingredients like vegetable oils and sugars. While it includes wholesome components like oats and pecans, the presence of natural flavor and multiple sweeteners suggests it is best consumed occasionally rather than regularly. The list of oils adds complexity and contributes to the lower integrity score. Main considerations include refined oils, vague ingredient, and multiple sweeteners. Simpler options: Swap for oats and honey granola; opt for natural sweeteners.
Food Integrity Score 72/100
What stood out on the label?
- Moderately processed
- Low additive load
- Transparency: Medium
What to watch?
- Refined oils
- Vague ingredient
- Multiple sweeteners
Simpler options to consider
- Swap for oats and honey granola
- Opt for natural sweeteners
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
- Trader Joe's Maple Pecan Granola
- Brand
- Trader Joe's
- Category
- Breakfast & Cereal (source: Plant Based Foods And Beverages)
- GTIN / UPC
00000000818094- Serving size
- 100 g (1 serving (100 g))
- 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
Maple Pecan Granola
Trader Joe's
Mixed integrity
Warning Signs
Contains natural flavor, a vague ingredient that may concern some.
Consider This
Vegetable oil and natural flavor contribute to processed nature.
Good Substitutes
Opt for homemade granola with oats, nuts, honey, and real spices.
Overall Assessment
Mixed integrityThis product is moderately processed with several refined ingredients like vegetable oils and sugars. While it includes wholesome components like oats and pecans, the presence of natural flavor and multiple sweeteners suggests it is best consumed occasionally rather than regularly. The list of oils adds complexity and contributes to the lower integrity score.
Key Highlights
What stood out
- Refined oils
- Vague ingredient
- Multiple sweeteners
Family Watchlist
Ingredients some users may personally want to know about.
- vegetable oil (canola and/or safflower and/or sunflower oil) — Refined seed oil
- natural flavor — Vague ingredient
Highest concern ingredients
- vegetable oil (canola and/or safflower and/or sunflower oil) (5/10) — Common refined oils.
- natural flavor (6/10) — Vague ingredients.
- milled cane sugar (3/10) — Refined sweetener.
Better choice tips
- Swap for oats and honey granola
- Opt for natural sweeteners
Ingredients
Ingredient list
whole rolled oats, milled cane sugar, vegetable oil (canola and/or safflower and/or sunflower oil), rice flour, pecans, maple syrup, cornstarch, honey, salt, barley malt syrup, natural flavor: contains pecans. may contain traces of other tree nuts, wheat & soy.
Formulations can vary — check the package label for the final word.
Highest-concern ingredients first. Expand an item for notes.
natural flavorConcern 6/10 — Moderate concernVague ingredientWatchlist · Additive · Vague label term
What this is
Vague ingredient
Processing category
Unknown / not listed
Main concern area
Family Watchlist
Why it matters
Users often question origin.
Additional note
Vague ingredients.
vegetable oil (canola and/or safflower and/or sunflower oil)Concern 5/10 — Moderate concernRefined oilWatchlist · Vague label term
What this is
Refined oil
Processing category
Processed
Main concern area
Family Watchlist
Why it matters
Common refined oils.
Additional note
Refined industrial oil.
Family watchlist
Refined seed oil
milled cane sugarConcern 3/10 — Mild concernSweetener
What this is
Sweetener
Processing category
Natural refined
Main concern area
Ingredient concern
Why it matters
Increases sugar content.
Additional note
Refined sweetener.
cornstarchConcern 3/10 — Mild concernThickener
What this is
Thickener
Processing category
Processed
Main concern area
Processing
Why it matters
Common thickener.
Additional note
Thickening agent.
View all 11 ingredient assessments
barley malt syrupConcern 2/10 — Very low concernSweetener
What this is
Sweetener
Processing category
Natural refined
Main concern area
Ingredient concern
Why it matters
Flavorful sugar component.
Additional note
Refined sweetener.
rice flourConcern 1/10 — Very low concernSimple food
What this is
Simple food
Processing category
Processed
Why it matters
Used in gluten-free and baking.
Additional note
Mildly refined.
maple syrupConcern 1/10 — Very low concernSweetener
What this is
Sweetener
Processing category
Natural refined
Why it matters
Added sugar source.
Additional note
Refined sweetener.
whole rolled oatsConcern 0/10 — No meaningful concernWhole grain
What this is
Whole grain
Processing category
Whole food
Why it matters
Standard breakfast food.
Additional note
Recognizable whole grain.
pecansConcern 0/10 — No meaningful concernWhole nut
What this is
Whole nut
Processing category
Whole food
Why it matters
Nutrient-rich nut.
Additional note
Whole nut.
honeyConcern 0/10 — No meaningful concernSweetener
What this is
Sweetener
Processing category
Natural refined
Why it matters
Traditional sugar alternative.
Additional note
Natural sweetener.
saltConcern 0/10 — No meaningful concernSimple food
What this is
Simple food
Processing category
Whole food
Why it matters
Common seasoning.
Additional note
Basic seasoning.
This score reflects ingredient assessment, not medical safety or nutritional value. 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
Watch-outsMetabolic Health
For someone prioritizing Low-Spike Stability, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Sweetener/sugar ingredients (Mentions "sugar", "syrup", "cane". See ingredients for details.)
Heart-Healthy Eating
SupportiveMetabolic Health
For someone prioritizing Heart-Healthy Eating, the available data suggest this product may align in helpful ways.
A supportive signal: Heart-friendly fat ingredients (Mentions "pecan". See ingredients for details.)
GLP-1 Eating Support
Watch-outsMetabolic Health
For someone prioritizing GLP-1 Eating Support, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Sweetener/sugar ingredients (Mentions "sugar", "syrup", "cane". See ingredients for details.)
Low Sugar Lifestyle
Watch-outsMetabolic Health
For someone prioritizing Low Sugar Lifestyle, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Sweetener/sugar ingredients (Mentions "sugar", "syrup", "cane". See ingredients for details.)
Appetite & Portion Awareness
Watch-outsMetabolic Health
For someone prioritizing Appetite & Portion Awareness, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Sweetener/sugar ingredients (Mentions "sugar", "syrup", "cane". 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". See ingredients for details.)
Vegan
Watch-outsDietary Patterns
For someone prioritizing Vegan, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Animal-derived ingredients (Mentions "honey". See ingredients for details.)
Plant-Based
Watch-outsDietary Patterns
For someone prioritizing Plant-Based, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Animal-derived ingredients (Mentions "honey". 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 "flour", "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 "flour", "sugar", "syrup". See ingredients for details.)
This product has 1 additional signal for this goal.
Low Gluten Eating
Watch-outsDietary Patterns
For someone prioritizing Low Gluten Eating, the analysis identifies considerations that may matter more than the general product score alone.
A consideration: Gluten-related ingredients (Mentions "malt". See ingredients for details.)
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 (vegetable oil (canola and/or safflower and/or sunflower oil))
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 (vegetable oil (canola and/or safflower and/or sunflower oil))
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 (vegetable oil (canola and/or safflower and/or sunflower oil))
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 "flour", "oat". See ingredients for details.)
This product has 1 additional signal for this goal.
Healthy Fat Focus
SupportiveDietary Patterns
For someone prioritizing Healthy Fat Focus, the available data suggest this product may align in helpful ways.
A supportive signal: Healthy fat ingredients (Mentions "pecan". See ingredients for details.)
Athletic Fueling
NeutralAthletic Performance
For someone prioritizing Athletic Fueling, the Food Integrity data do not show a strong matching signal for this product.
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.
Mediterranean-Style Eating
NeutralDietary Patterns
For someone prioritizing Mediterranean-Style 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 Trader Joe's Maple Pecan Granola 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?
Trader Joe's Maple Pecan Granola shows about 6.25g of fiber per labeled serving in the Longevity nutrition facts.
Does it contain added sugar?
Trader Joe's Maple Pecan Granola: 25g added sugar per serving; sweetener signals include cane sugar, maple syrup. Confirm the current package Nutrition Facts and ingredient list.
What helped the Longevity Score?
Key positives called out in the analysis include: Whole rolled oats; Good fiber content.
What prevented a perfect Longevity Score?
Key concerns noted include: High in added sugar; Contains refined oils.
Who might evaluate this product differently?
People prioritizing different goals (for example lower carbs, higher protein, or minimally processed eating) may weigh the same breakfast & cereal 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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