Trust & Proof: ProPublica – Signal Evidence & AI Readability

ProPublica

(https://propublica.org) 📸 Data Snapshot: June 19, 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.
19 Impact Weight: 20 / 100
95% Reputation

The site displays minimal trust theatre. While the review_count is high and trust_theatre_flag is true, the site avoids the typical BS pattern by providing immediate proof paths through named journalists and Impact of Our Reporting sections. A minor 1-point penalty is applied because reviews are referenced in metadata without direct links to a third-party verification platform in the provided crawl.

Proof density is at the maximum achievable level for this framework. Verifiable evidence points include 18 million tax filing documents, 72 stories in a specific series, and exact dates for all reporting (e.g., June 18, 2026). The site consistently links to its own impact, proving that its signal leads to measurable real-world outcomes.

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
521Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 63 0
/topics/abortion/ 211 0
/topics/civil-rights/ 82 0
/topics/courts/ 165 0
🔗 Identity & Technical Layer — schema JSON-LD: declared ratings, reviews & identity proof
Homepage schema
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                "@type": "WebPage",
                "@id": "https://www.propublica.org/",
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                "name": "ProPublica — Investigative Journalism and News in the Public Interest",
                "isPartOf": {
                    "@id": "https://www.propublica.org/#website"
                },
                "about": {
                    "@id": "https://www.propublica.org/#organization"
                },
                "datePublished": "2026-06-18T09:01:00+00:00",
                "dateModified": "2026-06-18T15:24:38+00:00",
                "description": "ProPublica is an independent, non-profit newsroom that produces investigative journalism in the public interest.",
                "breadcrumb": {
                    "@id": "https://www.propublica.org/#breadcrumb"
                },
                "inLanguage": "en-US",
                "potentialAction": [
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                        "name": "Home"
                    }
                ]
            },
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/topics/abortion/
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                "width": 3000,
                "height": 1996
            },
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                        "name": "Home",
                        "item": "https://www.propublica.org/"
                    },
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                        "position": 2,
                        "name": "Health Care",
                        "item": "https://www.propublica.org/topics/health-care"
                    },
                    {
                        "@type": "ListItem",
                        "position": 3,
                        "name": "Abortion"
                    }
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            },
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]
/topics/civil-rights/
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                    }
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                "@id": "https://www.propublica.org/#website",
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]
/topics/courts/
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