Training Example: Boatplans.cc – 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…

Boatplans.cc

(https://boatplans.cc) 📸 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 Boatplans.cc – list of boat plans for amateur boat building (https://boatplans.cc)
Title

Boatplans.cc – list of boat plans for amateur boat building

H1 Boatplans.cc – list of boat plans for amateur boat building
H2 List of boat plans
H2 Recently added boat plans
H2 Amateur boatbuilding news
H3 Row boat plans
H3 Sailboat plans
H3 Power boat plans
NAV_HEADING_REPEATED_BODY Row boat plans (https://boatplans.cc/plans/row/)
Title

Row boat plans

H1 Row boat plans
NAV_HEADING_REPEATED_BODY Sailboat plans (https://boatplans.cc/plans/sail/)
Title

Sailboat plans

H1 Sailboat plans
NAV_HEADING_REPEATED_BODY Power boat plans (https://boatplans.cc/plans/power/)
Title

Power boat plans

H1 Power boat plans
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://boatplans.cc) Boatplans.cc – list of boat plans for amateur boat building
[H1] Boatplans.cc - list of boat plans for amateur boat building

[H2] List of boat plans

[H3]
Row boat plans
up to 10 ft

10-14 ft

14-18 ft

[H3]
Sailboat plans
up to 10 ft

10-14 ft

14-18 ft

18-24 ft

24-30 ft

30-36 ft

from 36 ft

[H3]
Power boat plans
up to 10 ft

10-14 ft

14-18 ft

18-24 ft

24-30 ft

30-36 ft

[H2] Recently added boat plans

[IMG: Quattro 16]

Quattro 16
16ft twin trapeze beach catamaran

LOA:
16' 5"/5 m

[IMG: Quattro 14]

Quattro 14
14ft single trapeze beach catamaran

LOA:
14'/4.3 m

[IMG: Pixie]

Pixie
14ft fun beach catamaran

LOA:
14'/4.3 m

[IMG: Stealth]

Stealth
14ft high performance racing dinghy

LOA:
13' 9"/4.2 m

[IMG: Linnet]

Linnet
16ft seaworthy rowing boat

LOA:
16'/4.86 m

[H2] Amateur boatbuilding news

[IMG: Duo dinghy test capsizes]

Capsize test for Duo dinghy in controlled conditions. Tests done for both rowing and sailing versions.

Boat details:
Duo

Subscribe to amateur boatbuilding news

boatplans.cc in social media

twitter.com/boatplans_cc

facebook.com/boatplans.cc

RSS

[IMG: Argie 15.]

Sailing the Argie 15 "Kuraku" in stronger winds. Once or twice, it got my heart pounding but the Argie remained steady and dry.

Boat details:
Argie 15

[IMG: 2011 Texas 200 Sherpa Dinghy]

2011 Texas 200 Welsford Sherpa screaming along in high winds.

Boat details:
Sherpa

[IMG: Sportboat 18 - Lady C]

A rare video of Sport Boat 18 "Lady C" sailing under assymetrical spi.

Boat details:
Sport Boat 18

[IMG: Water Music The video]

A short video of first sailing trip on Gypsy catamaran "Water Music". Owner's granddaughter took the helm for the first time in her life, and proved to be a very good sailor right from the start.

Boat details:
Gypsy

[IMG: Building Tread Lightly a design by John Welsford]

Building Tread Lightly with a modified and shortened cabin for day sailing. The boat is built with a built in electric trolling motor and oar ports to accommodate rowing the boat easily.

Boat details:
Tread Lightly

[IMG: Flipping the Fafnir]

Flipping the Fafnir, a DIY plywood sailboat by John Welsford. The hull is finished, they are now building the keel.

Boat details:
Fafnir

Questions? Suggestions? Contact us at:
info@boatplans.cc
2603 chars
SUB-PAGE · THIN (https://boatplans.cc/plans/row/) Row boat plans
Home

Plans

Row boat plans

[H1] Row boat plans

Questions? Suggestions? Contact us at:
info@boatplans.cc
128 chars
SUB-PAGE · THIN (https://boatplans.cc/plans/sail/) Sailboat plans
Home

Plans

Sailboat plans

[H1] Sailboat plans

Questions? Suggestions? Contact us at:
info@boatplans.cc
128 chars
SUB-PAGE · THIN (https://boatplans.cc/plans/power/) Power boat plans
Home

Plans

Power boat plans

[H1] Power boat plans

Questions? Suggestions? Contact us at:
info@boatplans.cc
132 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
/plans/row/ 0 0
/plans/sail/ 0 0
/plans/power/ 0 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/plans/row/ — no schema detected (entity gap)
/plans/sail/ — no schema detected (entity gap)
/plans/power/ — 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 2033 businesses audited.

BS Detector

Industrial, Manufacturing & Engineering BS: Boatplans.cc (boatplans.cc)

https://boatplans.cc 📍 Industry: Industrial, Manufacturing & Engineering
42 BS / 100

Boatplans.cc is a ‘Ghost Ship’ directory: the homepage shows signs of life and genuine craft expertise, but the actual infrastructure is a series of empty rooms. It is not intentionally deceptive ‘bullshit’ but rather a technically derelict resource that fails to deliver on its primary navigational promises.

Info Density Power-words vs. Substance ratio.
9
30% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
12
60% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
5
25% BS
Commodity Fingerprint Detection of industry clichés/templates.
4
27% BS
Identity & Authority Expert verifiability & Schema depth.
12
80% BS

Immediately populate the /plans/row/, /plans/sail/, and /plans/power/ pages with the lists promised on the homepage. Implement Product or SoftwareSourceCode JSON-LD schema to define the boat plans as technical assets. Add unique meta descriptions to all pages to eliminate the technical authority gap. Link mentioned designers like John Welsford to their professional portfolios or Wikipedia entries using Person schema.

The site categorizes itself within amateur boat building, which nominally fits under the ‘Engineering’ umbrella. However, it lacks all standard corporate jargon from the manufacturing dictionary, suggesting it is a niche hobbyist directory rather than a commercial industrial entity.

“The score of 42 is driven primarily by the Semantic Coherence and Identity pillars. While the site is low on jargon and 'fake' trust signals, the total failure of the sub-pages to deliver on homepage promises creates a significant substance gap. Technical neglect (missing schema and meta data) further inflates the BS score.”

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