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

Industry Context — Common BS Fingerprints in Security, Surveillance & Cybersecurity
Generic Claims: protecting your business, stay ahead of threats, world-class security, trusted by enterprises…
Red Flags: guaranteed prevention of all breaches, penetration testing without accreditation, security certifications for team without named individuals, no own-practice security certifications…
Semantic Drift Patterns: homepage claims enterprise SOC but services are basic antivirus resale, claims penetration testing expertise but no CREST or CHECK accreditation, homepage targets critical infrastructure but client list is SMB, claims 24/7 SOC but no staffing or operations evidence…
Proof Expectations: CREST, CHECK, or equivalent accreditation numbers, named team with security certifications (OSCP, CISSP, CEH), ISO 27001 certification for own operations, specific case studies with anonymized but detailed findings…

OpenSSH

(https://openssh.com) 📸 Data Snapshot: May 31, 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 OpenSSH (https://openssh.com)
Title

OpenSSH

Meta

the main OpenSSH page

📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://openssh.com) OpenSSH
[H2]
[IMG: [OpenSSH]]
OpenSSH 10.3 released April 2, 2026.
OpenSSH is the premier connectivity tool for remote login with the SSH protocol.
It encrypts all traffic to eliminate eavesdropping, connection hijacking,
and other attacks.
In addition, OpenSSH provides a large suite of secure tunneling capabilities,
several authentication methods, and sophisticated configuration options.
The OpenSSH suite consists of the following tools:
Remote operations are done using
ssh,
scp,
and
sftp.
Key management with
ssh-add,
ssh-keysign,
ssh-keyscan, and
ssh-keygen.
The service side consists of
sshd,
sftp-server, and
ssh-agent.
OpenSSH is developed by a few developers of the
OpenBSD Project and made available
under a BSD-style license.
OpenSSH is incorporated into many commercial products, but very few of those
companies assist OpenSSH with funding.
Contributions towards OpenSSH can be sent to the
OpenBSD Foundation.
917 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
0Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 0 0
🔗 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
Security, Surveillance & Cybersecurity
35.7 Avg BS

Based on 275 businesses audited.

BS Detector

Security, Surveillance & Cybersecurity BS: OpenSSH (openssh.com)

https://openssh.com 📍 Industry: Security, Surveillance & Cybersecurity
12 BS / 100

OpenSSH is a rare example of a zero-BS technical resource. It provides pure substance, specific technical deliverables, and a transparent development history without a single marketing cliché. It is a functional project page that treats the visitor as a technical peer rather than a sales lead.

Info Density Power-words vs. Substance ratio.
1
3% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
4
20% BS
Commodity Fingerprint Detection of industry clichés/templates.
1
7% BS
Identity & Authority Expert verifiability & Schema depth.
5
33% BS

Implement Organization schema and SoftwareApplication schema to formalize technical identity in structured data. Add sameAs links to the OpenBSD Foundation and official developer profiles to bridge authority gaps. Include a direct link to a CVE database or a security audit log to provide external verification of the security claims. Add a H1 tag to improve the heading hierarchy and accessibility.

The website is a perfect match for the Security and Cybersecurity industry. The content focuses exclusively on the SSH protocol, encryption of traffic, secure tunneling, and authentication methods, which are core components of secure communications.

“The low score of 12 indicates minimal bullshit. The points were primarily accrued in the Identity and Authority pillar due to the absence of schema_json and specific named developer footprints, and in the Trust and Proof pillar for the lack of external verification links.”

Verified Analysis Date: May 31, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result