Training Example: STV Player – 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…

STV Player

(https://stv.tv) 📸 Data Snapshot: June 19, 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 STV Player | Everything that’s on STV plus a whole lot more (https://stv.tv)
Title

STV Player | Everything that’s on STV plus a whole lot more

Meta

Gripping drama box sets, eye-opening documentaries, true crime and absolute classics. STV Player, TV you’ll love for free.

H1 FIFA World Cup 2026
H2 Featured
H2 Live Now
H2 Top Programmes sponsored by Currys
H3 Coroner
H3 Coroner
H3 Secret Service
H3 Secret Service
H3 Believe Me
H3 Believe Me
H3 Pure
H3 Pure
H3 Red Rock
H3 Red Rock
H3 Janet King
H3 Janet King
H3 The Family Next Door
H3 The Family Next Door
H3 Hidden (Craith)
H3 Hidden (Craith)
H3 FIFA World Cup 2026: Scotland v Morocco
H3 FIFA World Cup 2026: Scotland v Morocco
H3 Overnight
H3 Challenge Cup: Montpellier v Ulster
H3 Coppa Italia: Inter v Como
H3 My Best Friend's Bouquet
H3 The Bad Twin
H3 The Coldest Game
H3 LALIGA: Valencia v Rayo Vallecano
H3 Top 14: Toulouse v Racing 92
H3 NASCAR Trucks: San Diego
H3 Top Programmes
H3 Coldwater
H3 Coldwater
H3 Devil in Disguise: John Wayne Gacy
H3 Devil in Disguise: John Wayne Gacy
H3 19-2
H3 19-2
H3 Cape Rock Killer
H3 Cape Rock Killer
H3 The Bridge
H3 The Bridge
H3 Betrayal
H3 Betrayal
H3 Capital's Summertime Ball 2026
H3 Capital's Summertime Ball 2026
H3 The Vardys
H3 The Vardys
H3 Obituary
H3 Obituary
H3 Secrets and Lies
H3 Secrets and Lies
H3 The Assembly
H3 The Assembly
H3 A Taste For Murder
H3 A Taste For Murder
H4 Drama
H4 Drama
H4 Drama
H4 Drama
H4 Drama
H4 Drama
H4 Drama
H4 Drama
H4 Drama
H4 Drama
H4 Drama
H4 Drama
H4 Drama
H4 Drama
H4 Entertainment
H4 Entertainment
H4 Drama
H4 Drama
H4 Entertainment
H4 Drama
H4 STV
H4 Quick Links
H4 Get More
H4 Information
HEADER_HEADING_REPEATED Watch Coldwater | Stream Free on STV Player (https://stv.tv/summary/coldwater/)
Title

Watch Coldwater | Stream Free on STV Player

Meta

A quaint Scottish town hides sinister secrets.

H4 STV
H4 Quick Links
H4 Get More
H4 Information
HEADER_HEADING_REPEATED Watch Devil in Disguise: John Wayne Gacy | Stream Free on STV Player (https://stv.tv/summary/devil-in-disguise/)
Title

Watch Devil in Disguise: John Wayne Gacy | Stream Free on STV Player

Meta

A gripping retelling of John Wayne Gacy's double life as a killer hiding in plain sight.

H4 STV
H4 Quick Links
H4 Get More
H4 Information
HEADER_HEADING_REPEATED Watch 19-2 | Stream Free on STV Player (https://stv.tv/summary/sphere-abacus-19-2/)
Title

Watch 19-2 | Stream Free on STV Player

Meta

Experience the chaotic, violent and dangerous day-to-day of Montreal's Station 19.

H4 STV
H4 Quick Links
H4 Get More
H4 Information
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (https://stv.tv) STV Player | Everything that’s on STV plus a whole lot more

                            
0 chars
SUB-PAGE · THIN (https://stv.tv/summary/coldwater/) Watch Coldwater | Stream Free on STV Player

                            
0 chars
SUB-PAGE · THIN (https://stv.tv/summary/devil-in-disguise/) Watch Devil in Disguise: John Wayne Gacy | Stream Free on STV Player

                            
0 chars
SUB-PAGE · THIN (https://stv.tv/summary/sphere-abacus-19-2/) Watch 19-2 | Stream Free on STV Player

                            
0 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
21Review mentions (all pages)
4External proof links (all pages)
PageReviewsProof links
/ (home) 15 1
/summary/coldwater/ 2 1
/summary/devil-in-disguise/ 2 1
/summary/sphere-abacus-19-2/ 2 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@context": "http://schema.org",
    "@type": "WebSite",
    "name": "STV Player",
    "url": "https://player.stv.tv/",
    "potentialAction": {
        "@type": "SearchAction",
        "target": "https://player.stv.tv/search?q={search_term_string}",
        "query-input": "required name=search_term_string"
    }
}
/summary/coldwater/
{
    "@context": "http://schema.org",
    "@type": "WebSite",
    "name": "STV Player",
    "url": "https://player.stv.tv/",
    "potentialAction": {
        "@type": "SearchAction",
        "target": "https://player.stv.tv/search?q={search_term_string}",
        "query-input": "required name=search_term_string"
    }
}
/summary/devil-in-disguise/
{
    "@context": "http://schema.org",
    "@type": "WebSite",
    "name": "STV Player",
    "url": "https://player.stv.tv/",
    "potentialAction": {
        "@type": "SearchAction",
        "target": "https://player.stv.tv/search?q={search_term_string}",
        "query-input": "required name=search_term_string"
    }
}
/summary/sphere-abacus-19-2/
{
    "@context": "http://schema.org",
    "@type": "WebSite",
    "name": "STV Player",
    "url": "https://player.stv.tv/",
    "potentialAction": {
        "@type": "SearchAction",
        "target": "https://player.stv.tv/search?q={search_term_string}",
        "query-input": "required name=search_term_string"
    }
}

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 828 businesses audited.

BS Detector

Media, News & Publishing BS: STV Player (stv.tv)

https://stv.tv 📍 Industry: Media, News & Publishing
35 BS / 100

STV Player is a substance-rich content library wrapped in a technically thin and somewhat generic digital shell. It avoids typical marketing fluff by letting its program catalog do the talking, but it fails to establish any formal editorial or organizational authority. It is a functional utility that lacks the transparent infrastructure of a true media authority.

Info Density Power-words vs. Substance ratio.
8
27% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
2
10% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
10
50% BS
Commodity Fingerprint Detection of industry clichés/templates.
5
33% BS
Identity & Authority Expert verifiability & Schema depth.
10
67% BS

1. Upgrade schema_json from basic WebSite to BroadcastService or Organization to include sameAs links to official regulatory bodies like Ofcom. 2. Add an ‘Editorial Standards and Complaints’ section to the Information H4 to meet industry expectations for publishing transparency. 3. Resolve the technical error causing empty H1 tags on sub-pages to improve technical credibility scores. 4. Populate program summary pages with substantive body text, including cast, crew, and external review links, to move from ‘insufficient’ data to high information density.

The site partially fits the Media, News & Publishing category as a digital broadcaster (STV Player), though the crawled content focuses exclusively on Video on Demand (VOD) and sports streaming rather than journalism. There is a notable absence of the ‘editorial standards’ or ‘fact-checked reporting’ mentioned in the industry dictionary, suggesting the site functions more as a content platform than a traditional newsroom.

“The score of 35 is driven primarily by the site's technical and institutional transparency gaps rather than active 'bullshit.' The Information Density (8) and Identity/Authority (10) pillars represent the largest point deductions due to the total lack of body text and basic schema implementation. Trust and Proof (10) points were lost due to the discrepancy between review counts and verified proof links.”

Verified Analysis Date: June 19, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result