Trust & Proof: Black Dog Institute – Signal Evidence & AI Readability

Black Dog Institute

(https://www.blackdoginstitute.org.au) 📸 Data Snapshot: May 16, 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.
0 Impact Weight: 20 / 100
0% Reputation

Trust theatre is high with a review_count of 2 displayed alongside a proof_links_count of 0, indicating that ratings are presented without external verification paths. The site also makes a superlative performance claim in its meta description (‘The only medical research institute…’) without providing any forensic proof or external validation links to support such an exclusive status.

The proof density is 0%. Every claim made in the meta-data—including the institute’s unique national status—is an unsubstantiated assertion with zero linked evidence or third-party verification. The presence of reviews without proof links further dilutes the credibility of the platform’s claims.

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
2Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 2 0
🔗 Identity & Technical Layer — schema JSON-LD: declared ratings, reviews & identity proof
Homepage schema
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "@id": "https://www.blackdoginstitute.org.au/",
            "url": "https://www.blackdoginstitute.org.au/",
            "name": "Black Dog Institute | Better Mental Health | Science. Compassion. Action.",
            "isPartOf": {
                "@id": "https://www.blackdoginstitute.org.au/#website"
            },
            "datePublished": "2021-03-07T17:00:03+00:00",
            "dateModified": "2026-05-13T03:06:06+00:00",
            "description": "The only medical research institute in Australia dedicated to researching mental health for all ages.",
            "breadcrumb": {
                "@id": "https://www.blackdoginstitute.org.au/#breadcrumb"
            },
            "inLanguage": "en-AU",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
                        "https://www.blackdoginstitute.org.au/"
                    ]
                }
            ]
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://www.blackdoginstitute.org.au/#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Home"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://www.blackdoginstitute.org.au/#website",
            "url": "https://www.blackdoginstitute.org.au/",
            "name": "Black Dog Institute | Better Mental Health",
            "description": "Mental health research, with impact for the whole community.",
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://www.blackdoginstitute.org.au/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "en-AU"
        }
    ]
}