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Trust & Proof: Neuro – Signal Evidence & AI Readability

Neuro

(https://neurogum.com) 📸 Data Snapshot: May 24, 2026
Trust & Proof — The Lens

Count 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 & Proof Verifiable evidence vs. Trust Theatre.
12 Impact Weight: 20 / 100
60% Reputation

Trust theatre is observed in the discrepancy between aggregate claims and technical data. While the homepage claims ‘Over 9,000 happy reviews,’ the combined schema rating count across the crawled product pages totals only approximately 5,831, leaving over 3,000 reviews unaccounted for in the metadata. Additionally, the ‘clinically studied’ claims for ingredients like Cereboost lack direct outbound links to PubMed or independent study DOIs, relying on internal trust rather than external validation.

Proof density is high regarding product composition, with full transparency on ‘Other Ingredients’ like Sorbitol and Xylitol. The ratio of substantiated ingredient claims to vague marketing assertions is favorable, as nearly every ‘feeling’ described (e.g., ‘sharper focus’) is attributed to a specific milligram count of a functional nootropic. The primary weakness is the lack of third-party verified review platform links (e.g., Trustpilot or Google).

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
3017Review mentions (all pages)
8External proof links (all pages)
PageReviewsProof links
/ (home) 525 2
/products/energy-focus-extra-strength-gum/ 829 2
/products/memory-and-focus-gum/ 753 2
/products/energy-caffeine-gum/ 910 2
🔗 Identity & Technical Layer — schema JSON-LD: declared ratings, reviews & identity proof
Homepage schema 
[
    {
        "@context": "http://schema.org",
        "@type": "Organization",
        "name": "Neuro",
        "logo": "https://neurogum.com/cdn/shop/files/Social_Profile_Navy_Alone.png?v=1770051993&width=500",
        "sameAs": [
            "",
            "https://www.facebook.com/neurogum/",
            "",
            "https://www.instagram.com/neurogum/",
            "https://www.tiktok.com/@neurogum",
            "",
            "",
            "https://www.youtube.com/c/Neurogum",
            ""
        ],
        "url": "https://neurogum.com"
    },
    {
        "@context": "http://schema.org",
        "@type": "WebSite",
        "name": "Neuro",
        "potentialAction": {
            "@type": "SearchAction",
            "target": "https://neurogum.com/search?q={search_term_string}",
            "query-input": "required name=search_term_string"
        },
        "url": "https://neurogum.com"
    }
]
/products/energy-focus-extra-strength-gum/ 
[
    {
        "@context": "http://schema.org/",
        "@type": "Product",
        "name": "Extra Strength Energy & Focus™ Gum",
        "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_ExtraStregth_EF-Gum-6pack_PDPs_Peppermint_01Hero_450x450.png?v=1774884280",
        "description": "Some days just need a little more. Neuro Extra Strength Energy & Focus is formulated with 100mg of natural caffeine and L-theanine to keep you engaged, focused, and steady through the moments that matter most. Smooth energy, no crash, fits right in your pocket.",
        "mpn": "8403856392348",
        "brand": {
            "@type": "Brand",
            "name": "Neuro"
        },
        "offers": {
            "@type": "Offer",
            "priceCurrency": "USD",
            "price": "29.99",
            "availability": "InStock",
            "seller": {
                "@type": "Organization",
                "name": "Neuro"
            }
        },
        "aggregateRating": {
            "@type": "AggregateRating",
            "ratingValue": "4.7",
            "ratingCount": "695"
        }
    },
    {
        "@context": "http://schema.org",
        "@type": "Organization",
        "name": "Neuro",
        "logo": "https://neurogum.com/cdn/shop/files/Social_Profile_Navy_Alone.png?v=1770051993&width=500",
        "sameAs": [
            "",
            "https://www.facebook.com/neurogum/",
            "",
            "https://www.instagram.com/neurogum/",
            "https://www.tiktok.com/@neurogum",
            "",
            "",
            "https://www.youtube.com/c/Neurogum",
            ""
        ],
        "url": "https://neurogum.com"
    },
    {
        "@context": "http://schema.org/",
        "@id": "/products/energy-focus-extra-strength-gum#product",
        "@type": "ProductGroup",
        "brand": {
            "@type": "Brand",
            "name": "Neuro"
        },
        "category": "Vitamins & Supplements",
        "description": "\n\n\n\n\n\nSome days just need a little more. Neuro Extra Strength Energy & Focus is formulated with 100mg of natural caffeine and L-theanine to keep you engaged, focused, and steady through the moments that matter most. Smooth energy, no crash, fits right in your pocket.\n\n\n\n\n",
        "hasVariant": [
            {
                "@id": "/products/energy-focus-extra-strength-gum?variant=44907899093148#variant",
                "@type": "Product",
                "gtin": "850042893494",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_ExtraStregth_EF-Gum-6pack_PDPs_Peppermint_09VisualPerspective.png?v=1774884280&width=1920",
                "name": "Extra Strength Energy & Focus™ Gum - Peppermint / 54-piece pack",
                "offers": {
                    "@id": "/products/energy-focus-extra-strength-gum?variant=44907899093148#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "29.99",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/energy-focus-extra-strength-gum?variant=44907899093148"
                },
                "sku": "NG_XE_MT06"
            },
            {
                "@id": "/products/energy-focus-extra-strength-gum?variant=44907899125916#variant",
                "@type": "Product",
                "gtin": "850042893555",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_ExtraStregth_EF-Gum-90ct_PDPs_Peppermint_01Hero.png?v=1773845702&width=1920",
                "name": "Extra Strength Energy & Focus™ Gum - Peppermint / 90-piece pack",
                "offers": {
                    "@id": "/products/energy-focus-extra-strength-gum?variant=44907899125916#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "36.99",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/energy-focus-extra-strength-gum?variant=44907899125916"
                },
                "sku": "NG_XE_MTB90"
            },
            {
                "@id": "/products/energy-focus-extra-strength-gum?variant=44922214121628#variant",
                "@type": "Product",
                "gtin": "850042893319",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_ExtraStregth_EF-Gum-6pack_PDPs_Spearmint_01Hero.png?v=1773845702&width=1920",
                "name": "Extra Strength Energy & Focus™ Gum - Peppermint / 12 pack (108 pc)",
                "offers": {
                    "@id": "/products/energy-focus-extra-strength-gum?variant=44922214121628#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "53.99",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/energy-focus-extra-strength-gum?variant=44922214121628"
                },
                "sku": "NG_XE_MT06X2"
            },
            {
                "@id": "/products/energy-focus-extra-strength-gum?variant=45011645661340#variant",
                "@type": "Product",
                "gtin": "850042893548",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_ExtraStregth_EF-Gum-180ct_PDPs_Peppermint_01Hero.png?v=1773845759&width=1920",
                "name": "Extra Strength Energy & Focus™ Gum - Peppermint / 180-piece pack",
                "offers": {
                    "@id": "/products/energy-focus-extra-strength-gum?variant=45011645661340#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "65.99",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/energy-focus-extra-strength-gum?variant=45011645661340"
                },
                "sku": "NG_XE_MTB90X2"
            },
            {
                "@id": "/products/energy-focus-extra-strength-gum?variant=44907899256988#variant",
                "@type": "Product",
                "gtin": "850042893500",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_ExtraStregth_EF-Gum-6pack_PDPs_Spearmint_09VisualPerspective.png?v=1773845702&width=1920",
                "name": "Extra Strength Energy & Focus™ Gum - Spearmint / 54-piece pack",
                "offers": {
                    "@id": "/products/energy-focus-extra-strength-gum?variant=44907899256988#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "29.99",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/energy-focus-extra-strength-gum?variant=44907899256988"
                },
                "sku": "NG_XE_SM06"
            },
            {
                "@id": "/products/energy-focus-extra-strength-gum?variant=44907899289756#variant",
                "@type": "Product",
                "gtin": "850042893579",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_ExtraStregth_EF-Gum-90ct_PDPs_Spearmint_01Hero.png?v=1773845831&width=1920",
                "name": "Extra Strength Energy & Focus™ Gum - Spearmint / 90-piece pack",
                "offers": {
                    "@id": "/products/energy-focus-extra-strength-gum?variant=44907899289756#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "36.99",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/energy-focus-extra-strength-gum?variant=44907899289756"
                },
                "sku": "NG_XE_SMB90"
            },
            {
                "@id": "/products/energy-focus-extra-strength-gum?variant=44922214154396#variant",
                "@type": "Product",
                "gtin": "850042893357",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_ExtraStregth_EF-Gum-6pack_PDPs_Spearmint_01Hero.png?v=1773845702&width=1920",
                "name": "Extra Strength Energy & Focus™ Gum - Spearmint / 12 pack (108 pc)",
                "offers": {
                    "@id": "/products/energy-focus-extra-strength-gum?variant=44922214154396#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "53.99",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/energy-focus-extra-strength-gum?variant=44922214154396"
                },
                "sku": "NG_XE_SM06X2"
            },
            {
                "@id": "/products/energy-focus-extra-strength-gum?variant=45011645694108#variant",
                "@type": "Product",
                "gtin": "850042893562",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_ExtraStregth_EF-Gum-90ct_PDPs_Spearmint_01Hero_f927b634-f0b0-48f4-bd9f-1241b5c6dd4a.png?v=1773845831&width=1920",
                "name": "Extra Strength Energy & Focus™ Gum - Spearmint / 180-piece pack",
                "offers": {
                    "@id": "/products/energy-focus-extra-strength-gum?variant=45011645694108#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "65.99",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/energy-focus-extra-strength-gum?variant=45011645694108"
                },
                "sku": "NG_XE_SMB90X2"
            }
        ],
        "name": "Extra Strength Energy & Focus™ Gum",
        "productGroupID": "8403856392348",
        "url": "https://neurogum.com/products/energy-focus-extra-strength-gum"
    }
]
/products/memory-and-focus-gum/ 
[
    {
        "@context": "http://schema.org/",
        "@type": "Product",
        "name": "Memory & Focus™ Gum",
        "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_MF-Gum_6Pack_PDPs_Peppermint_01Hero_450x450.png?v=1777655121",
        "description": "Neuro Memory & Focus is a caffeine-free gum formulated with Cereboost® American Ginseng, L-theanine, and B vitamins. Designed to support mental clarity and memory without stimulants.",
        "mpn": "8250840940700",
        "brand": {
            "@type": "Brand",
            "name": "Neuro"
        },
        "offers": {
            "@type": "Offer",
            "priceCurrency": "USD",
            "price": "27.99",
            "availability": "InStock",
            "seller": {
                "@type": "Organization",
                "name": "Neuro"
            }
        },
        "aggregateRating": {
            "@type": "AggregateRating",
            "ratingValue": "4.7",
            "ratingCount": "311"
        }
    },
    {
        "@context": "http://schema.org",
        "@type": "Organization",
        "name": "Neuro",
        "logo": "https://neurogum.com/cdn/shop/files/Social_Profile_Navy_Alone.png?v=1770051993&width=500",
        "sameAs": [
            "",
            "https://www.facebook.com/neurogum/",
            "",
            "https://www.instagram.com/neurogum/",
            "https://www.tiktok.com/@neurogum",
            "",
            "",
            "https://www.youtube.com/c/Neurogum",
            ""
        ],
        "url": "https://neurogum.com"
    },
    {
        "@context": "http://schema.org/",
        "@id": "/products/memory-and-focus-gum#product",
        "@type": "ProductGroup",
        "brand": {
            "@type": "Brand",
            "name": "Neuro"
        },
        "category": "Nutrition Gels & Chews",
        "description": "Neuro Memory & Focus is a caffeine-free gum formulated with Cereboost® American Ginseng, L-theanine, and B vitamins. Designed to support mental clarity and memory without stimulants.",
        "hasVariant": [
            {
                "@id": "/products/memory-and-focus-gum?variant=46788411916444#variant",
                "@type": "Product",
                "gtin": "850042893784",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_MF-Gum_6Pack_PDPs_Peppermint_09VisualPerspective.png?v=1777655121&width=1920",
                "name": "Memory & Focus™ Gum - Peppermint / 54-piece pack",
                "offers": {
                    "@id": "/products/memory-and-focus-gum?variant=46788411916444#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "27.99",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/memory-and-focus-gum?variant=46788411916444"
                },
                "sku": "NG_MF_MT06"
            },
            {
                "@id": "/products/memory-and-focus-gum?variant=45135659073692#variant",
                "@type": "Product",
                "gtin": "850042893623",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_MF-Gum-90ct_PDPs_Peppermint_01Hero.png?v=1774881878&width=1920",
                "name": "Memory & Focus™ Gum - Peppermint / 90-piece pack",
                "offers": {
                    "@id": "/products/memory-and-focus-gum?variant=45135659073692#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "33.99",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/memory-and-focus-gum?variant=45135659073692"
                },
                "sku": "NG_MF_MTB90"
            }
        ],
        "name": "Memory & Focus™ Gum",
        "productGroupID": "8250840940700",
        "url": "https://neurogum.com/products/memory-and-focus-gum"
    }
]
/products/energy-caffeine-gum/ 
[
    {
        "@context": "http://schema.org/",
        "@type": "Product",
        "name": "Energy & Focus™ Gum",
        "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_From-To_EF-Gum_PDPs_Peppermint_01Hero_21c5e2c7-0ce5-41f7-9022-4116e83afd1c_450x450.jpg?v=1773062660",
        "description": "Stay engaged all day. Neuro Energy & Focus packs 40mg of natural caffeine and L-theanine into every piece for smooth, balanced energy and focus that keeps up with whatever you've got going on.",
        "mpn": "1358191722586",
        "brand": {
            "@type": "Brand",
            "name": "Neuro"
        },
        "offers": {
            "@type": "Offer",
            "priceCurrency": "USD",
            "price": "24.99",
            "availability": "InStock",
            "seller": {
                "@type": "Organization",
                "name": "Neuro"
            }
        },
        "aggregateRating": {
            "@type": "AggregateRating",
            "ratingValue": "4.8",
            "ratingCount": "4825"
        },
        "_truncated": true,
        "_original_size": 11689
    },
    {
        "@context": "http://schema.org",
        "@type": "Organization",
        "name": "Neuro",
        "logo": "https://neurogum.com/cdn/shop/files/Social_Profile_Navy_Alone.png?v=1770051993&width=500",
        "sameAs": {
            "0": "",
            "1": "https://www.facebook.com/neurogum/",
            "2": "",
            "3": "https://www.instagram.com/neurogum/",
            "4": "https://www.tiktok.com/@neurogum",
            "_items_truncated": true
        },
        "url": "https://neurogum.com",
        "_truncated": true,
        "_original_size": 11689
    },
    {
        "@context": "http://schema.org/",
        "@id": "/products/energy-caffeine-gum#product",
        "@type": "ProductGroup",
        "brand": {
            "@type": "Brand",
            "name": "Neuro"
        },
        "category": "Vitamins & Supplements",
        "description": "\n\n\n\n\n\nStay engaged all day. Neuro Energy & Focus packs 40mg of natural caffeine and L-theanine into every piece for smooth, balanced energy and focus that keeps up with whatever you've got going on.\n\n\n\n\n",
        "hasVariant": {
            "0": {
                "@id": "/products/energy-caffeine-gum?variant=12397826211930#variant",
                "@type": "Product",
                "gtin": "869657000043",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_From-To_EF-Gum_PDPs_Peppermint_09VisualPerspective.png?v=1776260542&width=1920",
                "name": "Energy & Focus™ Gum - Peppermint / 54-piece pack",
                "offers": {
                    "@id": "/products/energy-caffeine-gum?variant=12397826211930#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "24.99",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/energy-caffeine-gum?variant=12397826211930"
                },
                "sku": "NG_EF_MT06"
            },
            "1": {
                "@id": "/products/energy-caffeine-gum?variant=41631772377244#variant",
                "@type": "Product",
                "gtin": "850008160745",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_EF-Gum_90ct_Peppermint_01Hero.jpg?v=1776260542&width=1920",
                "name": "Energy & Focus™ Gum - Peppermint / 90-piece pack",
                "offers": {
                    "@id": "/products/energy-caffeine-gum?variant=41631772377244#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "30.99",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/energy-caffeine-gum?variant=41631772377244"
                },
                "sku": "NG_EF_MTB90"
            },
            "2": {
                "@id": "/products/energy-caffeine-gum?variant=44883803537564#variant",
                "@type": "Product",
                "gtin": "869657000012",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_From-To_EF-Gum_PDPs_Peppermint_08NewPackaging_e3bff44e-4ff7-4520-86d8-4c9b04623f92.jpg?v=1776260542&width=1920",
                "name": "Energy & Focus™ Gum - Peppermint / 12 pack (108 pc)",
                "offers": {
                    "@id": "/products/energy-caffeine-gum?variant=44883803537564#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "43.98",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/energy-caffeine-gum?variant=44883803537564"
                },
                "sku": "NG_EF_MT06X2"
            },
            "3": {
                "@id": "/products/energy-caffeine-gum?variant=45011649691804#variant",
                "@type": "Product",
                "gtin": "850008160448",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_EF-Gum_180ct_Peppermint_01Hero.jpg?v=1776260542&width=1920",
                "name": "Energy & Focus™ Gum - Peppermint / 180-piece pack",
                "offers": {
                    "@id": "/products/energy-caffeine-gum?variant=45011649691804#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "61.98",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/energy-caffeine-gum?variant=45011649691804"
                },
                "sku": "NG_EF_MTB90X2"
            },
            "4": {
                "@id": "/products/energy-caffeine-gum?variant=44681978675356#variant",
                "@type": "Product",
                "gtin": "850042893142",
                "image": "https://neurogum.com/cdn/shop/files/CRE022526_DTC_From-To_EF-Gum_PDPs_Spearmint_09VisualPerspective.png?v=1776260542&width=1920",
                "name": "Energy & Focus™ Gum - Spearmint / 54-piece pack",
                "offers": {
                    "@id": "/products/energy-caffeine-gum?variant=44681978675356#offer",
                    "@type": "Offer",
                    "availability": "http://schema.org/InStock",
                    "price": "24.99",
                    "priceCurrency": "USD",
                    "url": "https://neurogum.com/products/energy-caffeine-gum?variant=44681978675356"
                },
                "sku": "NG_EF_SM06"
            },
            "_items_truncated": true
        },
        "name": "Energy & Focus™ Gum",
        "productGroupID": "1358191722586",
        "url": "https://neurogum.com/products/energy-caffeine-gum",
        "_truncated": true,
        "_original_size": 11689
    }
]
Explore the other reputation pillars for Neuro
Information Density → Semantic Coherence → Commodity Fingerprint → Identity & Authority →
Analysis Disclosure & Source Attribution

This page presents a snapshot of public data from Neuro, captured on May 24, 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 Neuro: 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://neurogum.com to view the most current version of its content and see directly what this company is about and what it offers.