Training Example: Scottish Action for Mental Health (SAMH) – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Charities, Nonprofits & NGOs
Generic Claims: making a difference, changing lives, creating lasting impact, every donation counts…
Red Flags: no charity registration number, no published financial statements, emotional appeals without program specifics, vague impact claims without numbers…
Semantic Drift Patterns: homepage shows field work but programs page is vague, claims direct impact but finances show high admin ratios, mission targets one population but programs serve another, impact numbers on homepage not supported by program details…
Proof Expectations: published annual financial reports, charity registration number and regulatory body, specific program outcomes with measurable data, administrative-to-program spending ratios…

Scottish Action for Mental Health (SAMH)

(https://www.samh.org.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 SAMH (https://www.samh.org.uk)
Title

SAMH

Meta

SAMH is Scottish Action for Mental Health.

H1 SAMH
H2 For Scotland's Mental Health
H2 We are SAMH (Scottish Action for Mental Health)
H2 Can you help?
H2 Latest SAMH news
H2 5 ways to improve your mental health
H2 SAMH
H3 Introducing The Nook, Scotland's first ever network of walk-in mental health support hubs.
H3 Show Up campaign
H3 Donate to The Nook today
H3 2026 election
H3 Talking is one of the first steps to improving mental health. It can help someone who is at their lowest point. It could save someone’s life.
H3 Suicide prevention
H3 SAMH Stories
H3 Conversations in the community
H3 Looking to volunteer and give your time or maybe fundraising is your thing? Or want to share your story? We are here to support you when you decide!
H3 Latest News, Comment and Blogs from SAMH
H3 Billy Watson responds to news of the death of Scott Hastings
H3 Blog: Arvind Salwan, founder of Dementia Heroes
H3 Jenson “This is why schools need mental health link workers”
H3 Cycle alongside elite cyclists in our unique fundraiser
H3 Evidence suggests there are five ways to improve our mental wellbeing: be active, connect, learn, give and take notice.
NAV_REPEATED_BODY_FOOTER SAMH (https://samh.org.uk/information/sitemap/)
Title

SAMH

Meta

SAMH is Scottish Action for Mental Health.

H1 Sitemap
H2 Sitemap
NAV_REPEATED_BODY_FOOTER SAMH (https://samh.org.uk/information/accessibility/)
Title

SAMH

Meta

SAMH is Scottish Action for Mental Health.

H1 Accessibility
H2 Accessibility
H3 Text Size
H3 Access Keys
H3 Accessibility Rating
H3 Browsers
H4 Internet Explorer 6+ (PC)
H4 Firefox, Mozilla (PC)
H4 Firefox, Mozilla (Mac)
H4 Google Chrome & Safari (PC)
H4 Google Chrome & Safari (Mac)
H4 Opera
H4 Mozilla Firefox
H4 Internet Explorer
H4 Google Chrome
H4 JAWS screen reader
H4 MAGic screen magnification
H4 WindowEyes
NAV_HEADER_HEADING Donate | SAMH (https://samh.org.uk/donate/)
Title

Donate | SAMH

H1 MAKE A DONATION
NAV_FOOTER SAMH (https://samh.org.uk/information/contact-us/)
Title

SAMH

Meta

SAMH is Scottish Action for Mental Health.

H2 Contact Us
H2 Contact Us
NAV_FOOTER SAMH (https://samh.org.uk/information/work-with-us/)
Title

SAMH

Meta

SAMH is Scottish Action for Mental Health.

H1 Work with us
H2 Be yourself at SAMH
H2 Join our team!
H2 Work with us
H3 Who we are
H3 We have a variety of roles
H3 Our support roles
H3 We provide training
H3 We offer a supportive working environment and benefits
H3 New to social care?
H3 Every year, we provide over a million hours of support to people who need our help.
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (https://www.samh.org.uk) SAMH
18th May 2026
[H3] Billy Watson responds to news of the death of Scott Hastings
“We send our love to everyone that is grieving today.”

18th May 2026
[H3] Blog: Arvind Salwan, founder of Dementia Heroes
Arvind Salwan, who runs the monthly dementia café at The Nook in Glasgow, explains his motivation for founding Dementia Heroes

12th May 2026
[H3] Jenson “This is why schools need mental health link workers”
"it’s clear that the mental effects of our exam system leave many young people in a position where they desperately need help."

8th May 2026
[H3] Cycle alongside elite cyclists in our unique fundraiser
Olympian Jack Carlin leads a team of cycling champions in aid of SAMH – you can join the ride too.
761 chars
SUB-PAGE · THIN (https://samh.org.uk/information/sitemap/) SAMH
[H2]

Sitemap

SAMH is Scottish Action for Mental Health
SAMH is a company limited by guarantee, registered in Scotland SC082340
Scottish Charity: No. SC-008897
Registered Office: Brunswick House, 51 Wilson Street, Glasgow, G1 1UZ

In partnership with
SeeMe
RespectMe

[IMG: We are a Living Wage Employer]

[IMG: Good fundraising]
362 chars
SUB-PAGE (https://samh.org.uk/information/accessibility/) SAMH
This page explains the features that have been incorporated into SAMH to provide a level of accessibility for all users.
[H3] Text Size
If you find that the text is too small for you to read, you can change it to a size you’re more comfortable with:
If you use a wheel-mouse, you may be able to change the text size by holding down the Control or Command key and turning the wheel.
In Firefox and other Mozilla browsers, use the View > Zoom menu.
In Windows Internet Explorer, use the View > Text Size menu, or the Tools > Zoom menu option.
In Safari, use the View > Make Text Bigger option.
In Google Chrome, use the View > Zoom In option.
If you use a wheel-mouse, you may be able to change the text size by holding down the Control or Command key and turning the wheel. In some browsers you can change the text size using Control or Command and the + and - keys. In certain browsers, these functions may ‘zoom’ the entire site rather than just the text.
[H3] Access Keys
Access Keys provide alternative navigation without using a mouse. This site uses the following Access Keys:
N: skip to the Main Navigation links.
S: skip to the Page Content.
R: jump to the Related Content (where applicable).
1: go to the Home Page.
3: go to the Site Map.
0: go to this Accessibility page.
[H4] Internet Explorer 6+ (PC)
Hold down the ALT key, press the character of the access key, release both keys then press Enter.
[H4] Firefox, Mozilla (PC)
Hold down the SHIFT and ALT key and press the character of the access key.
[H4] Firefox, Mozilla (Mac)
Hold down the CTRL key and press the character of the access key.
[H4] Google Chrome & Safari (PC)
Hold down the ALT key and press the character of the access key.
[H4] Google Chrome & Safari (Mac)
Hold down the ALT+CTRL keys and press the character of the access key.
[H4] Opera
Hold down the Shift key and press Escape, release both keys, then press the character of the accesskey.
[H3] Accessibility Rating
SAMH has an ‘A’ WAI rating with passes for many ‘AA’ and ‘AAA’ criteria.
[H3] Browsers
The following are third party links and resources for specific browsers and specialist accessibility software.
[H4] Mozilla Firefox
getfirefox.com
Information provided on how to change browser settings in Mozilla browsers.
[H4] Internet Explorer
microsoft.com/ie
Information provided by Microsoft on how to change browser settings.
[H4] Google Chrome
google.com/chrome
Information provided by Google on how to change Chrome browser settings.
[H4] JAWS screen reader
www.freedomscientific.com
Download a free trial copy of the screen reader Jaws.
[H4] MAGic screen magnification
www.freedomscientific.com
Information on screen magnification software.
[H4] WindowEyes
www.gwmicro.com
Screen reader with Braille support.
2783 chars
SUB-PAGE · THIN (https://samh.org.uk/donate/) Donate | SAMH

                            
0 chars
SUB-PAGE · THIN (https://samh.org.uk/information/contact-us/) SAMH
[H2]

Contact Us

SAMH is Scottish Action for Mental Health
SAMH is a company limited by guarantee, registered in Scotland SC082340
Scottish Charity: No. SC-008897
Registered Office: Brunswick House, 51 Wilson Street, Glasgow, G1 1UZ

In partnership with
SeeMe
RespectMe

[IMG: We are a Living Wage Employer]

[IMG: Good fundraising]
365 chars
SUB-PAGE (https://samh.org.uk/information/work-with-us/) SAMH
View our vacancies
[H3] Who we are
People are the heart of everything we do. As Scotland's leading mental health charity, we are here for people every day. We listen. We are compassionate. We inspire hope.
From our early beginnings in 1923, we’ve grown to employ around 550 staff and operate more than 70 services in communities across Scotland providing social care, community-based and online mental health support, employment services and much more.
Together with national programme work in See Me (anti-stigma and discrimination), respectme (anti-bullying), suicide prevention, and physical activity and sport, we are at the forefront of policy and campaign work which influences positive social change for Scotland’s mental health.
[H3] We have a variety of roles
We’re a diverse group and have many different roles. Front line teams supporting individuals and communities, fundraising colleagues, campaign and public affairs roles, support services colleagues and workplace teams all help us to be there for people with mental health problems.
Join our team to work with supportive colleagues who share the same values and believe that everyone should be treated with respect, dignity and equality.
[H3] Our support roles
The majority of colleagues provide support to individuals in the community to help them live independent, fulfilling lives. Working in social care can be challenging at times but being able to make a positive difference in people’s lives is incredibly rewarding, and a key reason why many of us to follow this career path. We believe that everyone is entitled to hope and choice, so we take a person-centred approach in everything we do.
[H3] We provide training
You don’t need qualifications or social care experience to get started in many of our roles. Instead, you can come to us with the most important skills of all – a positive attitude, compassion, dignity and respect for the people who we are here to support. If you will be working in a support role that requires a qualification and have the ability to connect with someone who may be in a difficult period in their lives, we can support you to enhance your practice skills with a fully funded professional qualification.
[H3] We offer a supportive working environment and benefits
Employers often speak about “work-life balance”, but at SAMH it’s about all about the life-work balance, where life comes first and work second. We offer a generous holiday allowance, which increases with length of service, and paid wellbeing days each year to use however you choose to support your own self-care and wellbeing. Find out more about our colleague benefits.
[H3] New to social care?
There can be a lot of new terminology working in a care role. Here are some of the terms you’ll often see and what they mean.
2795 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
2Review mentions (all pages)
6External proof links (all pages)
PageReviewsProof links
/ (home) 0 1
/information/sitemap/ 0 1
/information/accessibility/ 2 1
/donate/ 0 1
/information/contact-us/ 0 1
/information/work-with-us/ 0 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@context": "https://schema.org",
    "@type": "WebSite",
    "name": "Scottish Action for Mental Health",
    "url": "https://www.samh.org.uk/"
}
/information/sitemap/ — no schema detected (entity gap)
/information/accessibility/ — no schema detected (entity gap)
/donate/ — no schema detected (entity gap)
/information/contact-us/ — no schema detected (entity gap)
/information/work-with-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
Charities, Nonprofits & NGOs
32.1 Avg BS

Based on 261 businesses audited.

BS Detector

Charities, Nonprofits & NGOs BS: Scottish Action for Mental Health (SAMH) (www.samh.org.uk)

https://www.samh.org.uk 📍 Industry: Charities, Nonprofits & NGOs
15 BS / 100

SAMH is a high-substance, low-BS organization that prioritizes operational transparency over marketing gloss. Its content is timely, specific, and geographically anchored, making it a benchmark for authentic nonprofit communication.

Info Density Power-words vs. Substance ratio.
4
13% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
4
20% BS
Commodity Fingerprint Detection of industry clichés/templates.
3
20% BS
Identity & Authority Expert verifiability & Schema depth.
4
27% BS

Upgrade schema.org structured data from WebSite to Organization, including the charity registration number and sameAs links to official regulators. Implement Person schema for named spokespeople and CEOs to bridge authority gaps. Add a direct ‘Impact Report’ link to the homepage hero section to immediately substantiate the ‘million hours’ claim with a downloadable audit.

The site content perfectly aligns with the Charities, Nonprofits & NGOs sector. Evidence includes explicit charity registration numbers (SC082340), registered office details in Glasgow, and a focus on community-based social care and mental health advocacy.

“The low score of 15 is driven by the high volume of specific nouns and numbers (Information Density) and the perfect alignment between the homepage and sub-pages (Semantic Coherence). Small penalties were only applied for minor gaps in structured data and the use of a few unavoidable industry cliches.”

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