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

Industry Context — Common BS Fingerprints in Wholesale, B2B Trade & Distribution
Generic Claims: your trusted wholesale partner, competitive trade prices, reliable supply chain, serving businesses worldwide…
Red Flags: wholesale claims with no MOQ requirements, authorized distributor without brand verification, no warehouse or distribution facility evidence, trade prices not significantly different from retail…
Semantic Drift Patterns: homepage claims wholesale but minimum orders are retail quantities, claims authorized distributor but no brand authorization shown, homepage targets enterprise but product range is consumer goods, claims national distribution but coverage is limited regions…
Proof Expectations: authorized distributor agreements or brand partnerships, warehouse locations and facility details, minimum order quantities and trade pricing structure, product catalogue with specifications…

William Wilson

(https://www.williamwilson.co.uk) 📸 Data Snapshot: May 21, 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 William Wilson – Home (https://www.williamwilson.co.uk)
Title

William Wilson – Home

H1 Find the bathroom of your dreams…
H5 Calculator
REPEATED_BODY William Wilson – Sales Counter Locations (https://williamwilson.co.uk/page/counter-locations/)
Title

William Wilson – Sales Counter Locations

H1 Sales Counters | Bathroom Showrooms
H2 Aberdeen Altens
H2 Ayr
H2 Dundee
H2 Fort William
H2 Glasgow South Street
H2 Kirkcaldy
H2 Portree
H2 Thurso
H2 Aberdeen Northern Heating
H2 Cumbernauld
H2 Edinburgh
H2 Fraserburgh
H2 Inverness
H2 Kirkwall
H2 Stornoway
H2 Aviemore
H2 Cupar
H2 Elgin
H2 Glasgow Kingston Bridge
H2 Inverurie
H2 Perth
H2 Tain (HPHS)
H4 Opening Hours:
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H5 Calculator
NAV_HEADING_REPEATED_BODY William Wilson – Bathrooms (https://williamwilson.co.uk/page/bathrooms/)
Title

William Wilson – Bathrooms

H1 Find the bathroom of your dreams…
H2 Some of the leading manufacturers you will find in William Wilson Showrooms.
H5 Calculator
NAV_HEADING_REPEATED_BODY William Wilson – Renewables (https://williamwilson.co.uk/page/renewables/)
Title

William Wilson – Renewables

H1 Renewable Heating Solutions
H5 Calculator
NAV_HEADING_REPEATED_BODY William Wilson – Plumbing & Heating Supplies (https://williamwilson.co.uk/page/plumbing-and-heating/)
Title

William Wilson – Plumbing & Heating Supplies

H1 Plumbing & Heating Supplies
H5 Calculator
REPEATED_BODY William Wilson – Contact Us (https://williamwilson.co.uk/page/contact-us/)
Title

William Wilson – Contact Us

H1 Contact Us
H5 Calculator
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (https://www.williamwilson.co.uk) William Wilson – Home

                            
0 chars
SUB-PAGE · THIN (https://williamwilson.co.uk/page/counter-locations/) William Wilson – Sales Counter Locations

                            
0 chars
SUB-PAGE · THIN (https://williamwilson.co.uk/page/bathrooms/) William Wilson – Bathrooms

                            
0 chars
SUB-PAGE · THIN (https://williamwilson.co.uk/page/renewables/) William Wilson – Renewables

                            
0 chars
SUB-PAGE · THIN (https://williamwilson.co.uk/page/plumbing-and-heating/) William Wilson – Plumbing & Heating Supplies

                            
0 chars
SUB-PAGE · THIN (https://williamwilson.co.uk/page/contact-us/) William Wilson – Contact Us

                            
0 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
0Review mentions (all pages)
6External proof links (all pages)
PageReviewsProof links
/ (home) 0 1
/page/counter-locations/ 0 1
/page/bathrooms/ 0 1
/page/renewables/ 0 1
/page/plumbing-and-heating/ 0 1
/page/contact-us/ 0 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/page/counter-locations/ — no schema detected (entity gap)
/page/bathrooms/ — no schema detected (entity gap)
/page/renewables/ — no schema detected (entity gap)
/page/plumbing-and-heating/ — no schema detected (entity gap)
/page/contact-us/ — 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
Wholesale, B2B Trade & Distribution
42.9 Avg BS

Based on 255 businesses audited.

BS Detector

Wholesale, B2B Trade & Distribution BS: William Wilson (www.williamwilson.co.uk)

https://www.williamwilson.co.uk 📍 Industry: Wholesale, B2B Trade & Distribution
55 BS / 100

William Wilson is a legitimate physical entity with a massive regional footprint that fails to translate its real-world substance into its digital presence. The site is a high-signal, low-substance shell where 66% of analyzed pages deliver zero characters of body text to support their marketing headings. It is a classic ‘brochureware’ site that relies on physical geography rather than informational authority.

Info Density Power-words vs. Substance ratio.
20
67% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
6
30% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
10
50% BS
Commodity Fingerprint Detection of industry clichés/templates.
7
47% BS
Identity & Authority Expert verifiability & Schema depth.
12
80% BS

Immediately implement Organization and LocalBusiness JSON-LD schema to link the 20+ branch locations to the digital entity. Replace the fluff H1 on the homepage with a statement that reflects the trade counter reality, such as ‘Scotland’s Leading Plumbing, Heating & Bathroom Distributor Since [Year]’. Populate the ‘Bathrooms’ and ‘Renewables’ pages with actual manufacturer names, technical specifications, and case studies to replace the currently empty char_count fields. Add a ‘Trade Account’ section with clear MOQ and pricing structures to validate the B2B wholesale claim.

The site content strongly aligns with the Wholesale, B2B Trade & Distribution category, specifically within the Scottish plumbing and heating sector. The extensive list of branch locations provided in the sub-page evidence, including towns like Aberdeen, Inverness, and Fraserburgh, confirms a physical distribution network consistent with an established trade supplier.

“The score of 55 is driven primarily by Information Density and Identity & Authority gaps. The site's physical presence (branches) prevents it from reaching Extreme BS levels, but the total absence of text content (char_count 0) and structured data on key pages results in a high technical bullshit factor. The drift between consumer 'dreams' and trade 'counters' further penalizes the semantic coherence.”

Verified Analysis Date: May 21, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation