Grape-Nuts
(https://grapenuts.com) 📸 Data Snapshot: May 30, 2026Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.
Trust theatre is present through the display of a review_count of 11 on the homepage and 5 on internal pages, yet the proof_links_count is 0 across all pages. This indicates that customer feedback is presented as a trust signal without any third-party verification or clickable path to external reviews. Additionally, the claim of being a clean cereal in the meta description is never formally defined by an ingredient standard or third-party certification. The site relies on its long-standing history (since 1897) as a proxy for modern proof, leaving current performance claims effectively unverified by external sources.
The proof density is high regarding nutritional facts and historical milestones, with more than 10 specific dates and 4 distinct nutrient measurements cited across the text. However, the ratio of verifiable modern proof to vague assertions is skewed by the total absence of outbound proof paths or external citations. Every claim made, from heart health benefits to historical radio transmissions, is stated as a closed fact within the Grape-Nuts ecosystem without a single external link for verification. This creates a substance-rich but technically insular environment where the user must take the brand’s word for its historical and nutritional accuracy.
Trust & Proof is read by weighing trust language against real verification. Below is the page-by-page tally of review mentions and external proof links, then the schema markup that may (or may not) declare verifiable ratings and identity proof.
🛡️ Trust Signals — reviews, proof links, trust-theatre check
| Page | Reviews | Proof links |
|---|---|---|
| / (home) | 11 | 0 |
| /cereals/ | 11 | 0 |
| /recipes/ | 5 | 0 |
| /our-story/ | 5 | 0 |
🔗 Identity & Technical Layer — schema JSON-LD: declared ratings, reviews & identity proof
Homepage schema
{
"@context": "https://schema.org",
"@graph": [
{
"@type": "WebPage",
"@id": "https://www.grapenuts.com/",
"url": "https://www.grapenuts.com/",
"name": "Grape-Nuts | Nutrition for Wherever Your Day Takes You",
"isPartOf": {
"@id": "https://www.grapenuts.com/#website"
},
"about": {
"@id": "https://www.grapenuts.com/#organization"
},
"primaryImageOfPage": {
"@id": "https://www.grapenuts.com/#primaryimage"
},
"image": {
"@id": "https://www.grapenuts.com/#primaryimage"
},
"thumbnailUrl": "https://www.grapenuts.com/wp-content/uploads/2025/08/F25_APR_GN_Digital_Shelf_Update_Facebook_R2.avif",
"datePublished": "2025-06-12T12:33:54+00:00",
"dateModified": "2026-01-06T17:56:55+00:00",
"description": "Start your day with a bowl of Grape-Nuts™ cereal – a clean, nutrient-packed cereal that powers your journey, no matter where your day takes you.",
"breadcrumb": {
"@id": "https://www.grapenuts.com/#breadcrumb"
},
"inLanguage": "en-US",
"potentialAction": [
{
"@type": "ReadAction",
"target": [
"https://www.grapenuts.com/"
]
}
]
},
{
"@type": "ImageObject",
"inLanguage": "en-US",
"@id": "https://www.grapenuts.com/#primaryimage",
"url": "https://www.grapenuts.com/wp-content/uploads/2025/08/F25_APR_GN_Digital_Shelf_Update_Facebook_R2.avif",
"contentUrl": "https://www.grapenuts.com/wp-content/uploads/2025/08/F25_APR_GN_Digital_Shelf_Update_Facebook_R2.avif",
"width": 1920,
"height": 1080,
"caption": "Grape-Nuts cereal box and bowl on a countertop"
},
{
"@type": "BreadcrumbList",
"@id": "https://www.grapenuts.com/#breadcrumb",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Homepage"
}
]
},
{
"@type": "WebSite",
"@id": "https://www.grapenuts.com/#website",
"url": "https://www.grapenuts.com/",
"name": "GrapeNuts",
"description": "Nutrition for wherever your day takes you.",
"publisher": {
"@id": "https://www.grapenuts.com/#organization"
},
"potentialAction": [
{
"@type": "SearchAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.grapenuts.com/?s={search_term_string}"
},
"query-input": {
"@type": "PropertyValueSpecification",
"valueRequired": true,
"valueName": "search_term_string"
}
}
],
"inLanguage": "en-US"
},
{
"@type": "Organization",
"@id": "https://www.grapenuts.com/#organization",
"name": "GrapeNuts",
"url": "https://www.grapenuts.com/",
"logo": {
"@type": "ImageObject",
"inLanguage": "en-US",
"@id": "https://www.grapenuts.com/#/schema/logo/image/",
"url": "https://www.grapenuts.com/wp-content/uploads/2025/06/Grapenuts_logo.avif",
"contentUrl": "https://www.grapenuts.com/wp-content/uploads/2025/06/Grapenuts_logo.avif",
"width": 483,
"height": 304,
"caption": "GrapeNuts"
},
"image": {
"@id": "https://www.grapenuts.com/#/schema/logo/image/"
}
}
]
}
/cereals/
{
"@context": "https://schema.org",
"@graph": [
{
"@type": "WebPage",
"@id": "https://www.grapenuts.com/cereals/",
"url": "https://www.grapenuts.com/cereals/",
"name": "Grape-Nuts Fiber-Packed Cereals | Explore All Varieties",
"isPartOf": {
"@id": "https://www.grapenuts.com/#website"
},
"datePublished": "2025-06-12T14:10:33+00:00",
"dateModified": "2025-11-06T19:13:10+00:00",
"description": "Discover Grape-Nuts™ whole-grain cereal varieties made to power your journey––no matter where the day takes you!",
"breadcrumb": {
"@id": "https://www.grapenuts.com/cereals/#breadcrumb"
},
"inLanguage": "en-US",
"potentialAction": [
{
"@type": "ReadAction",
"target": [
"https://www.grapenuts.com/cereals/"
]
}
]
},
{
"@type": "BreadcrumbList",
"@id": "https://www.grapenuts.com/cereals/#breadcrumb",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Homepage",
"item": "https://www.grapenuts.com/"
},
{
"@type": "ListItem",
"position": 2,
"name": "Cereals"
}
]
},
{
"@type": "WebSite",
"@id": "https://www.grapenuts.com/#website",
"url": "https://www.grapenuts.com/",
"name": "GrapeNuts",
"description": "Nutrition for wherever your day takes you.",
"publisher": {
"@id": "https://www.grapenuts.com/#organization"
},
"potentialAction": [
{
"@type": "SearchAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.grapenuts.com/?s={search_term_string}"
},
"query-input": {
"@type": "PropertyValueSpecification",
"valueRequired": true,
"valueName": "search_term_string"
}
}
],
"inLanguage": "en-US"
},
{
"@type": "Organization",
"@id": "https://www.grapenuts.com/#organization",
"name": "GrapeNuts",
"url": "https://www.grapenuts.com/",
"logo": {
"@type": "ImageObject",
"inLanguage": "en-US",
"@id": "https://www.grapenuts.com/#/schema/logo/image/",
"url": "https://www.grapenuts.com/wp-content/uploads/2025/06/Grapenuts_logo.avif",
"contentUrl": "https://www.grapenuts.com/wp-content/uploads/2025/06/Grapenuts_logo.avif",
"width": 483,
"height": 304,
"caption": "GrapeNuts"
},
"image": {
"@id": "https://www.grapenuts.com/#/schema/logo/image/"
}
}
]
}
/recipes/
{
"@context": "https://schema.org",
"@graph": [
{
"@type": "WebPage",
"@id": "https://www.grapenuts.com/recipes/",
"url": "https://www.grapenuts.com/recipes/",
"name": "Tasty Recipes Made with Grape-Nuts Cereal",
"isPartOf": {
"@id": "https://www.grapenuts.com/#website"
},
"datePublished": "2025-06-12T14:10:45+00:00",
"dateModified": "2025-10-16T20:58:46+00:00",
"description": "Crunch into culinary creativity! Try delicious recipes made with Grape-Nuts™ cereal––snack bars, desserts, dinner sides and so much more.",
"breadcrumb": {
"@id": "https://www.grapenuts.com/recipes/#breadcrumb"
},
"inLanguage": "en-US",
"potentialAction": [
{
"@type": "ReadAction",
"target": [
"https://www.grapenuts.com/recipes/"
]
}
]
},
{
"@type": "BreadcrumbList",
"@id": "https://www.grapenuts.com/recipes/#breadcrumb",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Homepage",
"item": "https://www.grapenuts.com/"
},
{
"@type": "ListItem",
"position": 2,
"name": "Recipes"
}
]
},
{
"@type": "WebSite",
"@id": "https://www.grapenuts.com/#website",
"url": "https://www.grapenuts.com/",
"name": "GrapeNuts",
"description": "Nutrition for wherever your day takes you.",
"publisher": {
"@id": "https://www.grapenuts.com/#organization"
},
"potentialAction": [
{
"@type": "SearchAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.grapenuts.com/?s={search_term_string}"
},
"query-input": {
"@type": "PropertyValueSpecification",
"valueRequired": true,
"valueName": "search_term_string"
}
}
],
"inLanguage": "en-US"
},
{
"@type": "Organization",
"@id": "https://www.grapenuts.com/#organization",
"name": "GrapeNuts",
"url": "https://www.grapenuts.com/",
"logo": {
"@type": "ImageObject",
"inLanguage": "en-US",
"@id": "https://www.grapenuts.com/#/schema/logo/image/",
"url": "https://www.grapenuts.com/wp-content/uploads/2025/06/Grapenuts_logo.avif",
"contentUrl": "https://www.grapenuts.com/wp-content/uploads/2025/06/Grapenuts_logo.avif",
"width": 483,
"height": 304,
"caption": "GrapeNuts"
},
"image": {
"@id": "https://www.grapenuts.com/#/schema/logo/image/"
}
}
]
}
/our-story/
{
"@context": "https://schema.org",
"@graph": [
{
"@type": "WebPage",
"@id": "https://www.grapenuts.com/our-story/",
"url": "https://www.grapenuts.com/our-story/",
"name": "Grape-Nuts Cereal History and Fun Facts",
"isPartOf": {
"@id": "https://www.grapenuts.com/#website"
},
"primaryImageOfPage": {
"@id": "https://www.grapenuts.com/our-story/#primaryimage"
},
"image": {
"@id": "https://www.grapenuts.com/our-story/#primaryimage"
},
"thumbnailUrl": "https://www.grapenuts.com/wp-content/uploads/2025/09/Grape-Nuts-Expedition-to-Antarctica.avif",
"datePublished": "2025-06-12T14:11:03+00:00",
"dateModified": "2025-10-16T21:21:53+00:00",
"description": "Grape-Nuts™ cereal has been a part of breakfast history for more than 100 years! Learn more about how we established our roots as a morning staple.",
"breadcrumb": {
"@id": "https://www.grapenuts.com/our-story/#breadcrumb"
},
"inLanguage": "en-US",
"potentialAction": [
{
"@type": "ReadAction",
"target": [
"https://www.grapenuts.com/our-story/"
]
}
]
},
{
"@type": "ImageObject",
"inLanguage": "en-US",
"@id": "https://www.grapenuts.com/our-story/#primaryimage",
"url": "https://www.grapenuts.com/wp-content/uploads/2025/09/Grape-Nuts-Expedition-to-Antarctica.avif",
"contentUrl": "https://www.grapenuts.com/wp-content/uploads/2025/09/Grape-Nuts-Expedition-to-Antarctica.avif",
"width": 750,
"height": 696,
"caption": "1933 Sir Admiral Byrd expedition to Antarctica sponsored by Grape-Nuts"
},
{
"@type": "BreadcrumbList",
"@id": "https://www.grapenuts.com/our-story/#breadcrumb",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Homepage",
"item": "https://www.grapenuts.com/"
},
{
"@type": "ListItem",
"position": 2,
"name": "About Us"
}
]
},
{
"@type": "WebSite",
"@id": "https://www.grapenuts.com/#website",
"url": "https://www.grapenuts.com/",
"name": "GrapeNuts",
"description": "Nutrition for wherever your day takes you.",
"publisher": {
"@id": "https://www.grapenuts.com/#organization"
},
"potentialAction": [
{
"@type": "SearchAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.grapenuts.com/?s={search_term_string}"
},
"query-input": {
"@type": "PropertyValueSpecification",
"valueRequired": true,
"valueName": "search_term_string"
}
}
],
"inLanguage": "en-US"
},
{
"@type": "Organization",
"@id": "https://www.grapenuts.com/#organization",
"name": "GrapeNuts",
"url": "https://www.grapenuts.com/",
"logo": {
"@type": "ImageObject",
"inLanguage": "en-US",
"@id": "https://www.grapenuts.com/#/schema/logo/image/",
"url": "https://www.grapenuts.com/wp-content/uploads/2025/06/Grapenuts_logo.avif",
"contentUrl": "https://www.grapenuts.com/wp-content/uploads/2025/06/Grapenuts_logo.avif",
"width": 483,
"height": 304,
"caption": "GrapeNuts"
},
"image": {
"@id": "https://www.grapenuts.com/#/schema/logo/image/"
}
}
]
}
This page presents a snapshot of public data from Grape-Nuts, captured on May 30, 2026, to show how machine logic reads Trust & Proof signals into an AI reputation evaluation.
Purpose: This data is presented under “Fair Use” for the purpose of independent signal analysis, allowing readers to see the raw signals behind the reputation score.
Notice to Grape-Nuts: This analysis is part of a non-adversarial audit conducted by 1 Euro SEO. The results are intended as professional feedback to help improve any website’s machine-readability and authority signals. The evaluation is free, and any company can request a fresh audit at any time.
Any company can use the insights for free and improve its voice. When a company has updated its content, it can always submit a new audit request, which will be reflected in a new current score.
To all users: You are encouraged to visit the live site at https://grapenuts.com to view the most current version of its content and see directly what this company is about and what it offers.