Trust & Proof: Los Alamos National Laboratory – Signal Evidence & AI Readability

Los Alamos National Laboratory

(https://lanl.gov) πŸ“Έ Data Snapshot: May 30, 2026
Trust & Proof β€” 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.
17 Impact Weight: 20 / 100
85% Reputation

Trust theatre is minimal. While the homepage displays a review_count of 178 without an explicit third-party link, the site provides a massive proof path through scientific citations, specifically DOI 10.1029/2025JE009153 for Martian research. The presence of trust_theatre_flag on the wildfire page is offset by the factual depth of the content provided.

Proof density is very high. The ratio of vague assertions to verifiable evidence is roughly 1:10. Specific proof points include the name of the Venado supercomputer, the ChemCam instrument’s operating partners (IRAP and CNES), and technical results like the Amapari Marker Band metal enrichments.

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.

πŸ›‘οΈ Trust Signals β€” reviews, proof links, trust-theatre check
239Review mentions (all pages)
3External proof links (all pages)
PageReviewsProof links
/ (home) 178 1
/engage/environment/wildfire-preparedness/ 13 0
/media/news/0421-ancient-lakes-on-mars/ 23 1
/media/news/0416-meet-ursa/ 25 1
πŸ”— Identity & Technical Layer β€” schema JSON-LD: declared ratings, reviews & identity proof
Homepage schema
[
    {
        "@context": "https://schema.org",
        "@type": "GovernmentOrganization",
        "name": "Los Alamos National Laboratory",
        "alternateName": "LANL",
        "url": "https://www.lanl.gov",
        "logo": "https://www.lanl.gov/assets/images/lanl-logo.png",
        "description": "Los Alamos National Laboratory is a multidisciplinary research institution engaged in strategic science on behalf of national security.",
        "address": {
            "@type": "PostalAddress",
            "streetAddress": "P.O. Box 1663",
            "addressLocality": "Los Alamos",
            "addressRegion": "NM",
            "postalCode": "87545",
            "addressCountry": "US"
        },
        "contactPoint": {
            "@type": "ContactPoint",
            "contactType": "public inquiries",
            "telephone": "+1-505-667-5061",
            "email": "news@lanl.gov"
        },
        "sameAs": [
            "https://twitter.com/LosAlamosNatLab",
            "https://www.linkedin.com/company/los-alamos-national-laboratory",
            "https://www.facebook.com/LosAlamosNationalLab",
            "https://www.youtube.com/user/LosAlamosNatLab"
        ]
    },
    {
        "@context": "https://schema.org",
        "@type": "WebSite",
        "name": "Los Alamos National Laboratory",
        "url": "https://www.lanl.gov",
        "potentialAction": {
            "@type": "SearchAction",
            "target": {
                "@type": "EntryPoint",
                "urlTemplate": "https://www.lanl.gov/search?q={search_term_string}"
            },
            "query-input": "required name=search_term_string"
        }
    }
]
/engage/environment/wildfire-preparedness/
[
    {
        "@context": "https://schema.org",
        "@type": "GovernmentOrganization",
        "name": "Los Alamos National Laboratory",
        "alternateName": "LANL",
        "url": "https://www.lanl.gov",
        "logo": "https://www.lanl.gov/assets/images/lanl-logo.png",
        "description": "Los Alamos National Laboratory is a multidisciplinary research institution engaged in strategic science on behalf of national security.",
        "address": {
            "@type": "PostalAddress",
            "streetAddress": "P.O. Box 1663",
            "addressLocality": "Los Alamos",
            "addressRegion": "NM",
            "postalCode": "87545",
            "addressCountry": "US"
        },
        "contactPoint": {
            "@type": "ContactPoint",
            "contactType": "public inquiries",
            "telephone": "+1-505-667-5061",
            "email": "news@lanl.gov"
        },
        "sameAs": [
            "https://twitter.com/LosAlamosNatLab",
            "https://www.linkedin.com/company/los-alamos-national-laboratory",
            "https://www.facebook.com/LosAlamosNationalLab",
            "https://www.youtube.com/user/LosAlamosNatLab"
        ]
    },
    {
        "@context": "https://schema.org",
        "@type": "BreadcrumbList",
        "itemListElement": [
            {
                "@type": "ListItem",
                "position": 1,
                "name": "Home",
                "item": "https://www.lanl.gov"
            },
            {
                "@type": "ListItem",
                "position": 2,
                "name": "Engage with LANL",
                "item": "https://www.lanl.gov/engage"
            },
            {
                "@type": "ListItem",
                "position": 3,
                "name": "Environmental Resources",
                "item": "https://www.lanl.gov/engage/environment"
            },
            {
                "@type": "ListItem",
                "position": 4,
                "name": "wildfire preparedness",
                "item": "https://www.lanl.gov/engage/environment/wildfire-preparedness"
            }
        ]
    },
    {
        "@context": "https://schema.org",
        "@type": "WebPage",
        "name": "Wildfire Preparedness | Los Alamos National Laboratory",
        "description": "See how Los Alamos is prepared for wildfire season, from need-to-know facts to how the wildland fire management team is dedicated to year-round fire mitigation.",
        "url": "https://www.lanl.gov/engage/environment/wildfire-preparedness",
        "publisher": {
            "@type": "Organization",
            "name": "Los Alamos National Laboratory",
            "url": "https://www.lanl.gov"
        }
    }
]
/media/news/0421-ancient-lakes-on-mars/
{
    "@context": "https://schema.org",
    "@type": "NewsArticle",
    "headline": "NASA’s Curiosity Rover finds more evidence of ancient lakes on Mars",
    "image": [
        "https://cdn.lanl.gov/dece6ecf-4a1a-417b-b286-1a6e92c9540a.jpg"
    ],
    "datePublished": "2026-04-21T18:16:45.000Z",
    "dateModified": "2026-04-21T18:16:50.264Z",
    "author": [
        {
            "@type": "Person",
            "name": "Media Relations"
        }
    ]
}
/media/news/0416-meet-ursa/
{
    "@context": "https://schema.org",
    "@type": "NewsArticle",
    "headline": "Meet URSA: The AI agent transforming how science gets done",
    "image": [
        "https://cdn.lanl.gov/cc214b66-bb5e-4725-ba7c-8a180b843900.jpg"
    ],
    "datePublished": "2026-04-16T15:28:18.000Z",
    "dateModified": "2026-04-16T15:44:19.531Z",
    "author": [
        {
            "@type": "Person",
            "name": "Media Relations"
        }
    ]
}