Training Example: CNN – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Media, News & Publishing
Generic Claims: trusted news source, unbiased reporting, the truth, delivered, journalism that matters…
Red Flags: no named editorial staff, sponsored content without clear labelling, no corrections or complaints policy, ownership and funding not disclosed…
Semantic Drift Patterns: claims editorial independence but content is sponsored, claims fact-checked but no corrections policy visible, homepage says investigative but content is aggregated wire stories, claims community voice but no local reporting staff…
Proof Expectations: named journalists and editorial staff, published editorial standards and ethics code, corrections and complaints policy, ownership and funding transparency…

CNN

(https://www.cnn.com) 📸 Data Snapshot: May 16, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Breaking News, Latest News and Videos | CNN (https://www.cnn.com)
Title

Breaking News, Latest News and Videos | CNN

Meta

View the latest news and breaking news today for U.S., world, weather, entertainment, politics and health at CNN.com.

NAV_HEADER_REPEATED_FOOTER Manage your CNN account settings | CNN (https://cnn.com/account/settings/)
Title

Manage your CNN account settings | CNN

Meta

Manage your CNN account settings

NAV_HEADER_REPEATED_FOOTER CNN newsletters: Subscribe for news, lifestyle, markets info and more | CNN (https://cnn.com/newsletters/)
Title

CNN newsletters: Subscribe for news, lifestyle, markets info and more | CNN

Meta

CNN’s newsletters cover a variety of topics, from daily news to lifestyle content, markets info to medical news. Subscribe to get the latest information right to your inbox.

NAV_HEADER_REPEATED_FOOTER Topics You Follow | CNN (https://cnn.com/follow/)
Title

Topics You Follow | CNN

Meta

Topics You Follow

HEADING_REPEATED_BODY Trump returns from China with no Iran breakthrough — and a decision to make | CNN Politics (https://cnn.com/2026/05/16/politics/iran-trump-china-military-strikes/)
Title

Trump returns from China with no Iran breakthrough — and a decision to make | CNN Politics

Meta

As Donald Trump grew increasingly frustrated with diplomatic efforts to end the war with Iran, administration officials were closely watching whether the president’s trip to China — a nation with close ties to Tehran — would yield a significant breakthrough.

NAV_HEADER_REPEATED_FOOTER Fact Check | CNN Politics (https://cnn.com/politics/fact-check/)
Title

Fact Check | CNN Politics

Meta

CNN holds elected officials and candidates accountable by pointing out what’s true and what’s not. Here’s a look at our recent fact checks.

📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (https://www.cnn.com) Breaking News, Latest News and Videos | CNN

                            
0 chars
SUB-PAGE · THIN (https://cnn.com/account/settings/) Manage your CNN account settings | CNN

                            
0 chars
SUB-PAGE · THIN (https://cnn.com/newsletters/) CNN newsletters: Subscribe for news, lifestyle, markets info and more | CNN

                            
0 chars
SUB-PAGE · THIN (https://cnn.com/follow/) Topics You Follow | CNN

                            
0 chars
SUB-PAGE · THIN (https://cnn.com/2026/05/16/politics/iran-trump-china-military-strikes/) Trump returns from China with no Iran breakthrough — and a decision to make | CNN Politics

                            
0 chars
SUB-PAGE · THIN (https://cnn.com/politics/fact-check/) Fact Check | CNN Politics

                            
0 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
1149Review mentions (all pages)
12External proof links (all pages)
PageReviewsProof links
/ (home) 216 2
/account/settings/ 186 2
/newsletters/ 189 2
/follow/ 188 2
/2026/05/16/politics/iran-trump-china-military-strikes/ 187 2
/politics/fact-check/ 183 2
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@type": "WebPage",
    "@context": "https://schema.org",
    "url": "https://www.cnn.com",
    "inLanguage": "en",
    "additionalType": "landing_homepage",
    "publisher": {
        "@type": "NewsMediaOrganization",
        "name": "CNN",
        "logo": "https://media.cnn.com/api/v1/images/stellar/prod/cnnlogo.png?q=w_60,h_61",
        "foundingDate": "1980-06-01",
        "url": "https://www.cnn.com",
        "sameAs": [
            "https://www.facebook.com/cnn/",
            "https://x.com/CNN",
            "https://www.tiktok.com/@cnn",
            "https://www.instagram.com/cnn/",
            "https://www.youtube.com/cnn"
        ]
    },
    "description": "View the latest news and breaking news today for U.S., world, weather, entertainment, politics and health at CNN.com.",
    "name": "CNN",
    "isPartOf": {
        "@type": "WebSite",
        "name": "CNN",
        "url": "https://www.cnn.com",
        "potentialAction": {
            "@type": "SearchAction",
            "query-input": "required name=query",
            "target": "https://www.cnn.com/search?q={query}"
        }
    }
}
/account/settings/ — no schema detected (entity gap)
/newsletters/
[
    {
        "@type": "WebPage",
        "@context": "https://schema.org",
        "url": "https://www.cnn.com/newsletters",
        "dateModified": "2026-04-14T17:33:57.739Z",
        "inLanguage": "en",
        "additionalType": "landing_section",
        "publisher": {
            "@type": "NewsMediaOrganization",
            "name": "CNN",
            "logo": "https://media.cnn.com/api/v1/images/stellar/prod/cnnlogo.png?q=w_60,h_61",
            "foundingDate": "1980-06-01",
            "url": "https://www.cnn.com",
            "sameAs": [
                "https://www.facebook.com/cnn/",
                "https://x.com/CNN",
                "https://www.tiktok.com/@cnn",
                "https://www.instagram.com/cnn/",
                "https://www.youtube.com/cnn"
            ]
        },
        "description": "CNN’s newsletters cover a variety of topics, from daily news to lifestyle content, markets info to medical news. Subscribe to get the latest information right to your inbox.",
        "datePublished": "2021-09-27T18:58:39.668Z"
    }
]
/follow/ — no schema detected (entity gap)
/2026/05/16/politics/iran-trump-china-military-strikes/
[
    {
        "@type": "NewsArticle",
        "@context": "https://schema.org",
        "articleBody": "As Donald Trump grew increasingly frustrated with diplomatic efforts to end the war with Iran, administration officials were closely watching whether the president’s trip to China — a nation with close ties to Tehran — would yield a significant breakthrough. But Trump landed stateside Friday with seemingly no progress to report. Speaking to reporters on his journey back to Washington, the US president claimed Chinese leader Xi Jinping said he would like the Strait of Hormuz to be reopened and that he agrees Iran should not develop a nuclear weapon. But those were statements China had made previously. “He would like to see it end. He would like to help. If he wants to help, that’s great. But we don’t need help,” Trump told Fox News’ Bret Baier about his Chinese counterpart in an interview airing Friday. Several administration officials said they wanted to see how the talks between Trump and Xi played out before determining a path forward on Iran. But now the president has to decide whether launching more strikes on Iran is his best option for ending a conflict that has dragged on well past the six weeks he initially projected, spiking gas prices and sinking his approval ratings on the economy. In a Truth Social post made Friday morning China time, Trump said his military campaign against Iran is “to be continued!” There have been differing views within the administration about how to proceed, sources familiar with the talks said. Some, including officials in the Pentagon, have argued for a more aggressive approach — including targeted strikes — that they hope would further pressure Iran into compromising. Others, however, have argued for a continued focus on diplomacy. Trump himself has leaned into this approach in recent weeks, in hopes the combination of direct negotiations and economic pressure would convince Iran to strike a deal. But Tehran hasn’t moved much in its terms for a deal since Trump announced a ceasefire in April. “Well, I looked at it and if I don’t like the first sentence, I just throw it away,” Trump told reporters on Air Force One on Friday about the latest Iranian proposal. Vice President JD Vance projected confidence earlier this week, telling reporters he had “spent a good amount of time on the phone with both Jared Kushner and Steve Witkoff this morning, and a number of our friends in the Arab world,” referencing the top diplomats Trump has tasked with reaching a deal with Tehran. “Look, I think that we are making progress. The fundamental question is: Do we make enough progress that we satisfy the president’s red line?” Vance said. “The president has set us off on the diplomatic pathway for now, and that’s what I’m focused on,” he added. But with Iran showing no willingness to move off its hardline stance, Trump has grown increasingly impatient. He’s been particularly irked by the continued closure of the Strait of Hormuz — which has sent oil and gas prices soaring — as well as perceived divisions in Iranian leadership that have further complicated negotiations, the sources said. Iran’s latest response to the US proposal, and its rhetoric in recent days, has led many officials to question Tehran’s commitment to a serious deal. “President Trump has every option at his disposal. However, his preference is always diplomacy,” White House spokeswoman Anna Kelly told CNN in a statement. “The United States has maximum leverage over the regime, and the President will only accept a deal that protects the national security of our country.” “He’s tried bluster, that didn’t work. He’s tried negotiations, that’s hasn’t worked,” said Ivo Daalder, a former US ambassador to NATO. “He’s trying to find a way to unstick his stuckness.” There’s rising urgency within Trump’s orbit to find a way out of the conflict as time ticks toward the midterm elections. The war has taken a significant toll on the president’s approval rating as voters feel the economic squeeze, and Republicans are anxious that they’ll suffer the consequences come November. US gas prices have topped $4.50 a gallon on average and are likely to rise higher as Iran maintains its grip on the strait, a major oil thoroughfare. Inflation is picking up at a concerning pace, exceeding Americans’ wage gains in April for the first time in three years. And while the broader stock market is largely holding onto its gains, corporate leaders have grown more insistent behind the scenes as they press Trump and his advisers to find a resolution. “They just want the war over,” said one Trump adviser who recently spoke with Wall Street executives, who characterized the overarching message as “just hurry up.” Trump has frequently downplayed the domestic impact of the war, insisting that he expected conditions to be far worse than they are. He waved off economic concerns earlier this week — and then doubled down. “I don’t think about Americans’ financial situation. I don’t think about anybody. I think about one thing: We cannot let Iran have a nuclear weapon. That’s all. That’s the only thing that motivates me,” he told reporters earlier this week when asked how much Americans’ economic concerns were behind his push for a peace deal. Pressed on that remark, Trump told Fox’s Baier: “That’s a perfect statement. I’d make it again.” Still, Trump and his team are keenly aware of their precarious situation — juggling the search for a victory in Iran against a vanishingly short political timeline. “When I’m driving down the street and see $5 gas, that scares the hell out of me,” the Trump adviser acknowledged. “They’re trying to figure out a way, but this is not going to go on much longer. By hook or by crook, they’re going to get the strait open — they have to get it open.” This story has been updated with additional information.",
        "articleSection": [
            "politics"
        ],
        "author": [
            {
                "@type": "Person",
                "name": "Alayna Treene",
                "url": "https://www.cnn.com/profiles/alayna-treene"
            },
            {
                "@type": "Person",
                "name": "Adam Cancryn",
                "url": "https://www.cnn.com/profiles/adam-cancryn"
            }
        ],
        "dateModified": "2026-05-16T12:08:21.584Z",
        "description": "As Donald Trump grew increasingly frustrated with diplomatic efforts to end the war with Iran, administration officials were closely watching whether the president’s trip to China — a nation with close ties to Tehran — would yield a significant breakthrough.",
        "headline": "Trump returns from China with no Iran breakthrough — and a decision to make",
        "alternativeHeadline": "Trump returns from China with no Iran breakthrough — and a decision to make",
        "image": [
            {
                "@type": "ImageObject",
                "contentUrl": "https://media.cnn.com/api/v1/images/stellar/prod/c-gettyimages-2275858582.jpg?c=original",
                "caption": "US President Donald Trump walks on the South Lawn of the White House in Washington, DC, on May 15, 2026.",
                "sourceOrganization": {
                    "@type": "Organization",
                    "name": "AFP via Getty Images"
                },
                "width": "2400",
                "height": "1600",
                "creditText": "Alex Wroblewski/AFP/Getty Images",
                "dateCreated": "2026-05-15T07:00:00.000Z"
            },
            {
                "@type": "ImageObject",
                "contentUrl": "https://media.cnn.com/api/v1/images/stellar/prod/c-2026-05-15t230327z-256600418-rc2z9lauenqd-rtrmadp-3-usa-trump.jpg?c=original",
                "caption": "President Donald Trump speaks with members of the media as he returns to the White House after his trip to China, in Washington, DC, on Friday.",
                "sourceOrganization": {
                    "@type": "Organization",
                    "name": "REUTERS"
                },
                "width": "2400",
                "height": "1600",
                "creditText": "Kevin Lamarque/Reuters",
                "dateCreated": "2026-05-15T07:00:00.000Z"
            },
            {
                "@type": "ImageObject",
                "contentUrl": "https://media.cnn.com/api/v1/images/stellar/prod/c-gettyimages-2275858582.jpg?c=original",
                "caption": "President Donald Trump walks on the South Lawn of the White House in Washington, DC, on Friday.",
                "sourceOrganization": {
                    "@type": "Organization",
                    "name": "AFP via Getty Images"
                },
                "width": "2400",
                "height": "1600",
                "creditText": "Alex Wroblewski/AFP/Getty Images",
                "dateCreated": "2026-05-15T07:00:00.000Z"
            }
        ],
        "thumbnailUrl": "https://media.cnn.com/api/v1/images/stellar/prod/c-gettyimages-2275858582.jpg?c=original",
        "inLanguage": "en",
        "mainEntityOfPage": {
            "@type": "WebPage",
            "@context": "https://schema.org",
            "url": "https://www.cnn.com/2026/05/16/politics/iran-trump-china-military-strikes",
            "dateModified": "2026-05-16T12:08:21.584Z",
            "inLanguage": "en",
            "additionalType": "article_elevate_small",
            "publisher": {
                "@type": "NewsMediaOrganization",
                "name": "CNN",
                "logo": "https://media.cnn.com/api/v1/images/stellar/prod/cnnlogo.png?q=w_60,h_61",
                "foundingDate": "1980-06-01",
                "url": "https://www.cnn.com",
                "sameAs": [
                    "https://www.facebook.com/cnn/",
                    "https://x.com/CNN",
                    "https://www.tiktok.com/@cnn",
                    "https://www.instagram.com/cnn/",
                    "https://www.youtube.com/cnn"
                ]
            },
            "name": "Trump returns from China with no Iran breakthrough — and a decision to make",
            "headline": "Trump returns from China with no Iran breakthrough — and a decision to make",
            "description": "As Donald Trump grew increasingly frustrated with diplomatic efforts to end the war with Iran, administration officials were closely watching whether the president’s trip to China — a nation with close ties to Tehran — would yield a significant breakthrough.",
            "datePublished": "2026-05-16T08:00:51.639Z"
        },
        "publisher": {
            "@type": "NewsMediaOrganization",
            "name": "CNN",
            "logo": "https://media.cnn.com/api/v1/images/stellar/prod/cnnlogo.png?q=w_60,h_61",
            "foundingDate": "1980-06-01",
            "url": "https://www.cnn.com",
            "sameAs": [
                "https://www.facebook.com/cnn/",
                "https://x.com/CNN",
                "https://www.tiktok.com/@cnn",
                "https://www.instagram.com/cnn/",
                "https://www.youtube.com/cnn"
            ]
        },
        "timeRequired": "P0Y0M0DT0H4M19S",
        "wordCount": 974,
        "datePublished": "2026-05-16T08:00:51.639Z",
        "isAccessibleForFree": false,
        "hasPart": {
            "@type": "WebPageElement",
            "isAccessibleForFree": false,
            "cssSelector": ".article__content"
        }
    }
]
/politics/fact-check/
[
    {
        "@type": "CollectionPage",
        "@context": "https://schema.org",
        "inLanguage": "en",
        "url": "https://www.cnn.com/politics/fact-check",
        "name": "",
        "description": "CNN holds elected officials and candidates accountable by pointing out what’s true and what’s not. Here’s a look at our recent fact checks.",
        "publisher": {
            "@type": "NewsMediaOrganization",
            "name": "CNN",
            "logo": "https://media.cnn.com/api/v1/images/stellar/prod/cnnlogo.png?q=w_60,h_61",
            "foundingDate": "1980-06-01",
            "url": "https://www.cnn.com",
            "sameAs": [
                "https://www.facebook.com/cnn/",
                "https://x.com/CNN",
                "https://www.tiktok.com/@cnn",
                "https://www.instagram.com/cnn/",
                "https://www.youtube.com/cnn"
            ]
        }
    }
]

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

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.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
Media, News & Publishing
34.7 Avg BS

Based on 831 businesses audited.

BS Detector

Media, News & Publishing BS: CNN (www.cnn.com)

https://www.cnn.com 📍 Industry: Media, News & Publishing
12 BS / 100

CNN is a legacy authority that uses generic news industry templates to deliver highly specific, substantive reporting. The BS score is low because the site backs its ‘accountability’ signal with named journalists and a dedicated fact-checking sub-structure. Any ‘fluff’ present is structural rather than deceptive.

Info Density Power-words vs. Substance ratio.
5
17% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
1
5% BS
Commodity Fingerprint Detection of industry clichés/templates.
5
33% BS
Identity & Authority Expert verifiability & Schema depth.
0
0% BS

1. Populate the ‘Follow’ and ‘Newsletters’ landing pages with descriptive text to reduce the ‘insufficient data’ flags on utility pages. 2. Incorporate specific ‘Editorial Standards’ links directly into the article schema to further validate the ‘Fact-Checked’ claim. 3. Move beyond the ‘Breaking News’ meta-description on the homepage to highlight specific unique value-adds like ‘Data-Driven Investigation.’ 4. Ensure all named experts in articles are connected via Person schema within the same JSON-LD block.

The site perfectly aligns with the Media, News & Publishing category. Forensic evidence from schema_json identifies the entity as a NewsMediaOrganization with a founding date of 1980, while the article content focuses on high-stakes geopolitics and economic reporting.

“The score of 12 is driven by the Commodity Fingerprint (use of standard news clichés) and Information Density (empty utility pages in the crawl). It is kept exceptionally low by the total absence of Identity and Authority gaps and the high specificity of the provided NewsArticle content.”

Verified Analysis Date: May 16, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation