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

Industry Context — Common BS Fingerprints in Photography, Video & Creative Studios
Generic Claims: capturing your story, moments that last forever, award-winning photographer, creative vision brought to life…
Red Flags: portfolio with inconsistent styles suggesting multiple photographers, no pricing information at all, stock photos used in marketing materials, award claims without named awarding body…
Semantic Drift Patterns: portfolio shows one style but claims versatility in every genre, homepage positions as editorial but services are event coverage, claims commercial photography but portfolio is personal projects, premium positioning but pricing page reveals budget packages…
Proof Expectations: portfolio with consistent body of recent work, specific equipment and technique information, named clients or publications with verifiable credits, real testimonials linked to specific projects…

Findlay Design Dumfries

(http://www.ianfindlay.co.uk) 📸 Data Snapshot: May 22, 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 Findlay Design Dumfries | Findlay Design (http://www.ianfindlay.co.uk)
Title

Findlay Design Dumfries | Findlay Design

H1 Findlay Design Dumfries
H2 web development
H2 graphic design
H2 photography
H2 Want to chat about a project?
HEADING_REPEATED_BODY 404 Not Found (http://ianfindlay.co.uk/portfolio/web/)
Title

404 Not Found

H1 Not Found
HEADING_REPEATED_BODY 404 Not Found (http://ianfindlay.co.uk/portfolio/graphic-design/)
Title

404 Not Found

H1 Not Found
HEADING_REPEATED_BODY 404 Not Found (http://ianfindlay.co.uk/portfolio/photography/)
Title

404 Not Found

H1 Not Found
HEADING_FOOTER 404 Not Found (http://ianfindlay.co.uk/cdn-cgi/l/email-protection/)
Title

404 Not Found

H1 Not Found
NAV_FOOTER 404 Not Found (http://ianfindlay.co.uk/privacy-statement/)
Title

404 Not Found

H1 Not Found
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (http://www.ianfindlay.co.uk) Findlay Design Dumfries | Findlay Design
Home
Web
Graphics
Logo design
Photography
About us

[H1]
Findlay Design Dumfries

founded in 2004 and based in Dumfries we supply businesses with website design and development, graphic design for print and branding, and photography

[IMG: Website and web development portfolio]
[H2] web development
building skillfully designed, professionally coded websites

[H2] graphic design
creating simple, effective design solutions for print
[IMG: Graphic design and print portfolio]

[IMG: Photography portfolio]
[H2] photography
photographing stunning images for print and web

[H2] Want to chat about a project?
732 chars
SUB-PAGE · THIN (http://ianfindlay.co.uk/portfolio/web/) 404 Not Found
[H1] Not Found
The requested URL was not found on this server.
Additionally, a 404 Not Found
error was encountered while trying to use an ErrorDocument to handle the request.
174 chars
SUB-PAGE · THIN (http://ianfindlay.co.uk/portfolio/graphic-design/) 404 Not Found
[H1] Not Found
The requested URL was not found on this server.
Additionally, a 404 Not Found
error was encountered while trying to use an ErrorDocument to handle the request.
174 chars
SUB-PAGE · THIN (http://ianfindlay.co.uk/portfolio/photography/) 404 Not Found
[H1] Not Found
The requested URL was not found on this server.
Additionally, a 404 Not Found
error was encountered while trying to use an ErrorDocument to handle the request.
174 chars
SUB-PAGE · THIN (http://ianfindlay.co.uk/cdn-cgi/l/email-protection/) 404 Not Found
[H1] Not Found
The requested URL was not found on this server.
Additionally, a 404 Not Found
error was encountered while trying to use an ErrorDocument to handle the request.
174 chars
SUB-PAGE · THIN (http://ianfindlay.co.uk/privacy-statement/) 404 Not Found
[H1] Not Found
The requested URL was not found on this server.
Additionally, a 404 Not Found
error was encountered while trying to use an ErrorDocument to handle the request.
174 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
/portfolio/web/ 0 0
/portfolio/graphic-design/ 0 0
/portfolio/photography/ 0 0
/cdn-cgi/l/email-protection/ 0 0
/privacy-statement/ 0 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/portfolio/web/ — no schema detected (entity gap)
/portfolio/graphic-design/ — no schema detected (entity gap)
/portfolio/photography/ — no schema detected (entity gap)
/cdn-cgi/l/email-protection/ — no schema detected (entity gap)
/privacy-statement/ — 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
Photography, Video & Creative Studios
36 Avg BS

Based on 358 businesses audited.

BS Detector

Photography, Video & Creative Studios BS: Findlay Design Dumfries (www.ianfindlay.co.uk)

http://www.ianfindlay.co.uk 📍 Industry: Photography, Video & Creative Studios
63 BS / 100

Findlay Design claims to deliver professional technical and creative solutions, yet the site operates as a digital ghost ship where every proof-bearing sub-page is a 404 error. The gap between the signal of ‘skillful coding’ and the substance of a broken site creates a high BS score. This is an abandoned storefront that currently provides no evidence to back its marketing claims.

Info Density Power-words vs. Substance ratio.
12
40% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
18
90% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
10
50% BS
Commodity Fingerprint Detection of industry clichés/templates.
10
67% BS
Identity & Authority Expert verifiability & Schema depth.
13
87% BS

Immediately fix the 404 errors on the portfolio sub-pages to ensure that the primary signal of professional competence is supported by functional content. Replace generic qualitative adjectives like ‘stunning’ and ‘skillfully’ with specific technical stacks used or project outcomes achieved for named clients. Implement LocalBusiness and Person schema to provide verifiable digital footprints for the business and its founder. Add at least three dated case studies from the last 24 months to bridge the gap between the 2004 founding date and the present day.

The site aligns with the Photography, Video & Creative Studios industry as it explicitly lists photography, web development, and graphic design as its core services. However, the lack of a functional portfolio on the sub-pages creates a mismatch between the professional category and the actual content available for verification.

“The score of 63 is primarily driven by Semantic Coherence and Identity/Authority pillars. The total failure of the sub-pages (404s) while claiming 'web development' expertise creates an insurmountable disconnect in professionalism. The lack of schema and verifiable proof paths further prevents the site from moving into a lower BS bracket.”

Verified Analysis Date: May 22, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation