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

Industry Context — Common BS Fingerprints in Arts, Culture & Entertainment
Generic Claims: world-class entertainment, unforgettable experiences, something for everyone, inspiring audiences…
Red Flags: no specific upcoming events or programming, unnamed performers or artists, vague venue descriptions without capacity or location details, grandiose mission with no evidence of activity…
Semantic Drift Patterns: homepage claims cultural significance but events are corporate hire, positions as inclusive but pricing excludes most demographics, claims community focus but no community programming listed, artistic mission statement contradicted by purely commercial offerings…
Proof Expectations: specific past events with dates and attendance, named artists and performers with verifiable credits, press coverage with named publications, funding body acknowledgments with grant details…

The Drunken Elephant

(https://drunkenelephant.net) 📸 Data Snapshot: June 20, 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 The Drunken Elephant – Home (https://drunkenelephant.net)
Title

The Drunken Elephant – Home

Meta

Discover a wide range of fun drinking games to make your evenings more entertaining. From classic party games to unique twists, we have something for everyone.

H1 fun drinking game
H2 PLAYING THE GAME
H2 Social
H3 The Drunken Elephant
H3 The Drunken Elephant
H4 Why Play The Drunken Elephant?
H4 The Rules:
H4 Animals
H4 How to Play:
H4 This website uses cookies.
NAV_HEADER_REPEATED The Drunken Elephant – online (https://drunkenelephant.net/shop/)
Title

The Drunken Elephant – online

Meta

drinking game

H1 This website uses cookies.
H3 The Drunken Elephant
H3 The Drunken Elephant
NAV_HEADER_REPEATED Login (https://drunkenelephant.net/m/account/)
Title

Login

H1 Account sign in
H3 The Drunken Elephant
H3 The Drunken Elephant
H4 This website uses cookies.
NAV_HEADER_REPEATED Login (https://drunkenelephant.net/m/orders/)
Title

Login

H1 Account sign in
H3 The Drunken Elephant
H3 The Drunken Elephant
H4 This website uses cookies.
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://drunkenelephant.net) The Drunken Elephant – Home
[H2]
[H4] Why Play The Drunken Elephant?
At The Drunken Elephant, our vision is to become the leading provider of Role-Playing Games in the industry to create unique and engaging events that bring friends together.
[H4] The Rules:
EVERYONE is an animal in The Drunken Elephant!Act quickly when it's your turn... Don't hesitate or make a mistake...Or else you'll have to DRINK!...Hopefully you're not the elephant!
[H2] PLAYING THE GAME
[H4] Animals
How to mimic the animals.
[H4] How to Play:
The Drunken Elephant Game Contents:(10) Animal cards(42) Asorted drinking cards Wild card: Everyone drinks except the wild card holder.Game Rules:Each player receives (1) animal card (oriented face up in front of them)Make sure the elephant is one of the cards. Drinking cards are placed in the middle of table (oriented face down)Each player looks at their card and must mimic the animal on their card.Example:   If you have the deer card, place two fingers on top of your head (see video example for animal movements).Game play:Players show their animal sign around the circle to notify other players which animal belongs to them.The person who draws the elephant card starts the game and must take a drink.The elephant cardholder makes the elephant sign and then makes someone else’s animal sign.Next, that animal cardholder makes their sign first then selects another animal.Example: elephant cardholder does elephant sign, then bird sign. Then bird cardholder does bird sign, then deer sign, etc. This game pattern continues until a player makes a mistake or hesitates too long on creating the animal signs. When this happens, the person who made a mistake must draw a drinking card.  This person must follow instruction on the drinking card.  Next, this person restarts game by creating their animal and then another animal.If you draw a drink card, keep it.The first person that receives 3 drink cards loses and must finish their drink. The next round starts by reshuffling and redistributing the game cards. (so, a new player is the elephant). Note: Faster you play, the better.Strategy Tips:Choosing an animal sign of someone you’re not facing physically in the circle/at the table.Selecting the person's animal who just selected you, for example:  pig --> owl, owl --> pig, & pig --> owl again.Happy Playing!Remember always drink responsibly. https://drunkenelephant.net
[H2] Social
[H4] This website uses cookies.
We use cookies to analyze website traffic and optimize your website experience. By accepting our use of cookies, your data will be aggregated with all other user data.Accept
2612 chars
SUB-PAGE · THIN (https://drunkenelephant.net/shop/) The Drunken Elephant – online
[H1] This website uses cookies.
We use cookies to analyze website traffic and optimize your website experience. By accepting our use of cookies, your data will be aggregated with all other user data.Accept
205 chars
SUB-PAGE · THIN (https://drunkenelephant.net/m/account/) Login
[H1] Account sign in
Sign in to your account to access your profile, history, and any private pages you've been granted access to.Not a member? Create account.
[H4] This website uses cookies.
We use cookies to analyze website traffic and optimize your website experience. By accepting our use of cookies, your data will be aggregated with all other user data.Accept
365 chars
SUB-PAGE · THIN (https://drunkenelephant.net/m/orders/) Login
[H1] Account sign in
Sign in to your account to access your profile, history, and any private pages you've been granted access to.Not a member? Create account.
[H4] This website uses cookies.
We use cookies to analyze website traffic and optimize your website experience. By accepting our use of cookies, your data will be aggregated with all other user data.Accept
365 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
0Review mentions (all pages)
1External proof links (all pages)
PageReviewsProof links
/ (home) 0 1
/shop/ 0 0
/m/account/ 0 0
/m/orders/ 0 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/shop/ — no schema detected (entity gap)
/m/account/ — no schema detected (entity gap)
/m/orders/ — no schema detected (entity gap)

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
Arts, Culture & Entertainment
32.5 Avg BS

Based on 1884 businesses audited.

BS Detector

Arts, Culture & Entertainment BS: The Drunken Elephant (drunkenelephant.net)

https://drunkenelephant.net 📍 Industry: Arts, Culture & Entertainment
54 BS / 100

The Drunken Elephant is currently a digital placeholder with an identity crisis, claiming the status of an industry leader while failing to populate its own shop page. While the game mechanics described are tangible, the surrounding corporate narrative is pure high-proof fluff.

Info Density Power-words vs. Substance ratio.
12
40% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
11
55% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
8
40% BS
Commodity Fingerprint Detection of industry clichés/templates.
10
67% BS
Identity & Authority Expert verifiability & Schema depth.
13
87% BS

1. Replace the cookie notice H1 on the shop page with actual product names and prices to resolve semantic drift. 2. Downgrade ‘leading provider’ claims to ‘independent game studio’ to align signal with current substance. 3. Implement Organization and Product schema to provide a verifiable technical identity. 4. Add a specific ‘Events’ section with dates and locations to substantiate the claim of bringing friends together through ‘events.’

The site aligns with the Arts, Culture & Entertainment industry, specifically focusing on social drinking games. However, its meta-claims of being a ‘leading provider’ and offering a ‘wide range’ of games are unsupported by the single-game substance provided.

“The score of 54 reflects a 'Moderate BS' level. While Pillar 1 (Information Density) is saved from a higher score by the detailed game rules, Pillars 4 and 5 (Commodity Fingerprint and Authority Gaps) drive the score up due to total technical neglect of sub-pages and the absence of any verifiable authority markers or schema.”

Verified Analysis Date: June 20, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation