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

Industry Context — Common BS Fingerprints in Industrial, Manufacturing & Engineering
Generic Claims: engineering excellence, quality you can depend on, trusted by leading OEMs, precision in everything we do…
Red Flags: ISO claims without certificate numbers, no equipment or capability specifications, precision claims without tolerance ranges, stock photos of factories…
Semantic Drift Patterns: homepage claims aerospace-grade but capabilities are general machining, claims precision but no tolerances or specifications given, homepage targets OEM partnerships but services are job-shop, ISO certified claims but no certificate number provided…
Proof Expectations: ISO certification numbers with scope and certifying body, specific equipment list with capabilities and tolerances, named industry clients or sectors with examples, material certifications and traceability systems…

Selway Fisher

(https://selway-fisher.com) 📸 Data Snapshot: May 24, 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 Selway Fisher Home Page (https://selway-fisher.com)
Title

Selway Fisher Home Page

Meta

Boat plans and manuals for the home and DIY boat builder for canoes, dinghies, sailing and motor yachts and launches using wood epoxy, stitch and tape and Cedar strip plank construction.

📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://selway-fisher.com) Selway Fisher Home Page
Welcome to the
Selway Fisher Web Site. On this site you will find details of our full
range of boat building plans (nearly 450 at present) and
building manuals, CD’s and DVD’s.

Click
on any of the pictures below to go directly to the pages for each type of
boat - or use the links above.

The range of designs includes :-

13
Kayaks
50
Open Plywood
Canoes
6 Open Strip Planked
Canoes

8
Outboard Motor
Canoes
6
Sailing Canoes
83
Dinghies

27 Rowing Skiffs
57 Dayboats
37 Pocket Sailing
Cruisers

42
Sailing Yachts
76
Motor Boats and
Launches
34 Steam and
Electric Launches

And
to help with constructing our boat designs, we have 8 Manuals and 2 DVD's
covering plywood, strip plank and clinker ply construction as well
as sail making.

Click
here for information about what you get in the various Design/Plan
packages

Click
here for information on the Boat Building Methods
and Materials used in Selway Fisher Designs

Click
here for details on Ordering Plans, Manuals & Catalogues
and our Post & Packing Charges

Click
here for details of the Terms & Conditions, Use of our Plans, Back-up,
SFDesign
Philosophy etc
1242 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
0Review mentions (all pages)
2External proof links (all pages)
PageReviewsProof links
/ (home) 0 2
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — 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
Industrial, Manufacturing & Engineering
39.4 Avg BS

Based on 2034 businesses audited.

BS Detector

Industrial, Manufacturing & Engineering BS: Selway Fisher (selway-fisher.com)

https://selway-fisher.com 📍 Industry: Industrial, Manufacturing & Engineering
20 BS / 100

Selway Fisher is a rare example of ‘All Substance, No Polish.’ It is an archaic, functional archive that provides more specific data in 1,200 characters than most modern engineering sites provide in 10,000. It is almost entirely devoid of bullshit, suffering only from technical obsolescence.

Info Density Power-words vs. Substance ratio.
1
3% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
5
25% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
1
5% BS
Commodity Fingerprint Detection of industry clichés/templates.
0
0% BS
Identity & Authority Expert verifiability & Schema depth.
13
87% BS

Implement a clear heading hierarchy beginning with an H1 that identifies the brand and primary service. Add Organization or LocalBusiness schema to the homepage to provide a verifiable digital identity. Explicitly name the lead naval architect or designer and link to a professional profile or bibliography. Create a ‘Gallery’ section that links to external proof of completed builds by customers.

The site is a perfect match for the boat design and nautical engineering niche within the broader manufacturing category. The content is explicitly focused on DIY boat building plans, manuals, and specific construction methods like wood epoxy and strip planking.

“The score of 20 is driven almost entirely by the technical 'Authority Gaps' (13 points) and 'Semantic Coherence' (5 points due to missing heading structure). The site scored near-zero in Information Density and Commodity Fingerprint, reflecting a high-integrity, technical-first approach to content.”

Verified Analysis Date: May 24, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation