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

Industry Context — Common BS Fingerprints in Medical Devices, Pharma & Biotech
Generic Claims: advancing human health, breakthrough innovation, life-changing therapies, transforming patient outcomes…
Red Flags: FDA cleared used interchangeably with FDA approved, clinical claims without published study citations, breakthrough claims for incremental improvements, regulatory status implied but not specified…
Semantic Drift Patterns: homepage claims breakthrough but pipeline page shows preclinical only, FDA approved claims but only for one indication, marketed broadly, claims clinical evidence but links to poster presentations not published studies, claims global reach but regulatory approvals are single-market…
Proof Expectations: specific regulatory clearance numbers (FDA 510(k), CE, TGA), published clinical trial results with ClinicalTrials.gov registration, ISO 13485 and GMP certification details, peer-reviewed publication citations…

Diprobase

(https://diprobase.co.uk) 📸 Data Snapshot: May 26, 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 Diprobase® cream | eczema-prone skin treatment | Diprobase®; Cream; Eczema; Skin; Treatment; Dry; Product (https://diprobase.co.uk)
Title

Diprobase® cream | eczema-prone skin treatment | Diprobase®; Cream; Eczema; Skin; Treatment; Dry; Product

NAV_HEADER_REPEATED_BODY_FOOTER Where to buy | Diprobase® cream | eczema-prone skin treatment (https://diprobase.co.uk/where-to-buy/)
Title

Where to buy | Diprobase® cream | eczema-prone skin treatment

NAV_HEADER_REPEATED_BODY_FOOTER Our products | Diprobase® cream | eczema-prone skin treatment (https://diprobase.co.uk/our-products/)
Title

Our products | Diprobase® cream | eczema-prone skin treatment

NAV_HEADER_REPEATED_BODY_FOOTER Your skin | Diprobase® cream | eczema-prone skin treatment (https://diprobase.co.uk/your-skin/)
Title

Your skin | Diprobase® cream | eczema-prone skin treatment

📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://diprobase.co.uk) Diprobase® cream | eczema-prone skin treatment | Diprobase®; Cream; Eczema; Skin; Treatment; Dry; Product
Love your skin with Diprobase
Discover the Diprobase range for yourself, to see how we change lives for good.
View range

Tailored for all the family
With over 30 years’ experience, Diprobase is truly tried and tested.
View range

Tried and tested formula
With over 30 years’ experience, Diprobase is truly tried and tested, with a range of products specifically formulated for dry and eczema-prone skin.
See the full range

Understanding your skin’s moods
It may be calm one day, and feel dry and sensitive the next. The Diprobase  range can help you manage your skin’s moods, with a range of products to help spread calm.
Learn more

Stay one step ahead of eczema-prone skin
Diprobase has a range of products to help you stay ahead of dry and eczema-prone skin. With the Diprobase  range, you can help your skin to stay healthy and feel great.
Learn more
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SUB-PAGE · THIN (https://diprobase.co.uk/where-to-buy/) Where to buy | Diprobase® cream | eczema-prone skin treatment
Home

Where to buy

Start spreadingcalm today
Rest assured, if you or your family has dry or eczema-prone skin, there’s a Diprobase® product to help.

The Diprobase® range of products are available for dry and eczema-prone skin directly at all the below retailers:

Buy now

Buy now

Buy now

Buy now

Buy now
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SUB-PAGE (https://diprobase.co.uk/our-products/) Our products | Diprobase® cream | eczema-prone skin treatment
Home

Our products

The Diprobase®range
Explore the Diprobase range, to see how Diprobase can best meet your individual needs

Products for eczema-prone skin
Diprobase has been helping people to love their skin for over 30 years. Rest assured, if you or your family has dry or eczema-prone skin, there’s a Diprobase product to help.
Explore the Diprobase range, to see how Diprobase can best meet your individual needs.

Buy now

ADVANCED ECZEMA CREAM
IMPROVED FORMULA FOR ECZEMA-PRONE SKIN. For red, inflamed or damaged skin.
Fragrance free
Non-greasy and easily absorbed
Skin friendly pH
Use as often as required
Up to eight hours of long-lasting hydration
Provides a cooling sensation during application
Available as 500ml pumps
Available from your pharmacy and major retailers
46% less packaging compared to previous pump

WARNING: Fire hazard. Do not smoke or go near naked flames; clothing & bedding with this product dried on them can catch fire easily.
Ingredients: Purified Water, White Soft Paraffin (Petrolatum), Isopropyl Palmitate, Liquid Paraffin (Paraffinum Liquidum), Glycerin, Behenyl Alcohol, Cellulose, Glyceryl Stearate, PEG-100 Stearate, Dimeticone, Citric Acid (Anhydrous), Arachidyl Alcohol, Arachidyl Glucoside, Hydroxyacetophenon, Potassium Hydroxide, and Xanthan Gum.
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SUB-PAGE (https://diprobase.co.uk/your-skin/) Your skin | Diprobase® cream | eczema-prone skin treatment
Home

Your skin

Getting to grips with dry & eczema-prone skin
Let’s take a closer look at causes and triggers, protection and maintenance.

If you suffer from dry skin, you’re not alone
It’s a condition that can affect anyone at any age. There are several factors that influence dry skin presenting (age, health, environment and the cause) and it may lead to:
Loss of moisture which can make skin feel tight and rough, with flaking, scaling or peeling
Potential cracking, redness and itchiness

What’s the difference between dry skin and eczema-prone skin?
Dry skin occurs when too much water escapes through the skin’s outer layer, called the ‘skin barrier’.
People with eczema-prone skin can have a damaged skin barrier, which can make it harder to retain moisture. This makes their skin particularly prone to dryness, which can trigger red, itchy eczema symptoms.
You can have dry skin without having eczema-prone skin, but both can have symptoms alleviated by the use of moisturisers, with the aim of ‘locking in’ moisture.

So, let’s take a closer look at causes and triggers, protection and maintenance...

Causes and triggers

Dry skin
Dry skin may be caused by a range of factors, such as:
Cold weather
Central heating, fireplaces and wood-burning stoves
Hot baths and showers
Harsh soaps, shampoos and detergents
Dry skin can be caused by some skin conditions, such as eczema. If you have eczema-prone skin, you may well have dry skin too.
Eczema-prone skin
Doctors don’t know the exact cause of eczema-prone skin, most types of eczema are thought to involve a combination of a person’s genes (inherited from their parents) and a trigger that sets off eczema-prone skin symptoms.
A wide range of everyday factors may trigger eczema-prone skin symptoms. These can vary from person-to-person and common triggers can include:
Dry skin
When skin gets too dry it can become scaly and rough which can trigger an eczema “flare-up”.
Irritants
Soaps
Shampoos
Household cleaners
Fragrances
Metals (particularly nickel)
Cigarette smoke
Glues and adhesives
Fabrics (wool, synthetic fibres)
Emotional stress
Sweating or getting too hot
Hormonal changes
Before a woman’s monthly period
During pregnancy
Environmental conditions
Cold and dry weather
Dampness
Environmental allergens
Pollen
Dust mites
Animal fur
Mould
Food allergies
Cows’ milk
Eggs
Peanuts
Soya
Wheat
Skin infections
By taking the time to identify the triggers for your eczema-prone skin you will be able to take steps towards understanding your condition and helping manage your symptoms.

Protection

Getting the most from moisturisers
Moisturisers form a protective layer that helps skin retain water
This helps to ‘lock in’ moisture, to help protect skin against drying
There are three basic types of moisturiser, classified according to the amount of oil and water that they contain:
Ointments
Have the highest oil content
Are very good at ‘locking in’ moisture
Have a greasy feel on the skin
Creams
Have a lower oil content than ointments, but higher than lotions
Are good at ‘locking in’ moisture, but not as good as ointments
Feel less greasy on the skin than ointments
Lotions
Have a high water content and are non-greasy
Contains the least amount of oil
Spread easily
Whether you’re using an ointment, cream or lotion, always moisturise within a few minutes of bathing, showering or washing your hands. This ensures that you seal in moisture and protect the skin from drying out. Diprobase has a range of moisturisers to help protect dry or eczema-prone skin, with formulations to meet your individual needs and preferences. Find out more on the ‘Our products’ page.

Maintenance

Dry skin
Dry skin can itch, flake, crack and even bleed. Happily though, there are things you can do to help dry skin stay comfortable:
Take care with baths and showers
Close your bathroom door to help increase humidity (moisture in the air)
Use warm, not hot, water
Use a gentle, fragrance-free cleanser
Gently blot your skin dry with a towel (don’t rub yourself dry)
Apply moisturiser straight after drying skin
Moisturisers work by trapping existing moisture in your skin
Always apply moisturiser within a few minutes of washing and drying your body, face or hands
Choose a moisturiser to suit your skin needs
Use gentle skincare products
When skin is dry, avoid using harsh products
Keep gloves handy
Be sure to wear gloves when:
Going outside in winter
Doing things that make your hands wet
Using products that could irritate your skin
Consider clothes and laundry
Wear non-irritating fabrics, such as cotton and silk
Try a gentle laundry product
Don’t get too hot at home
Sitting too close to the fire or a radiator can dry your skin
Make your air more moist
Use a humidifier at home to increase moisture in the air
Eczema-prone skin
If you have eczema-prone skin, ‘locking in’ moisture can be made harder than normal. The result – your skin may become very dry.
Dry skin can trigger a ‘flare-up’ – that is, the sudden appearance or worsening of symptoms. Follow the maintenance advice for dry skin given earlier in this section, to help maintain moisture.
The itch-scratch cycle
If your skin does become itchy, the temptation is to scratch. This may provide temporary relief, but damage to the skin can lead to external and internal factors exacerbating the condition and so the vicious cycle continues.
Circle diagram of itch cycle from dry skin to itching and irritation
Relieving itching
It can feel like itching is impossible to stop, especially when you’re resisting the temptation to scratch. However, there are things you can do to help:
Reduce the risk of itch happening in the first place
Have a daily bathing and moisturising routine
Apply moisturisers liberally throughout the day
Try and avoid things that may trigger your itch (e.g. sitting on grass or rough upholstery with bare legs)
Wear soft, breathable, natural materials next to your skin
Pinch and pat itchy skin, rather than scratching it
Apply a cold compress
Protect skin from night-time scratching:
Wear cotton gloves
Cut fingernails short
Diprobase has a range of products to help you stay one step ahead of eczema-prone skin, so see which ones suit you best.
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🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
12Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 3 0
/where-to-buy/ 3 0
/our-products/ 3 0
/your-skin/ 3 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/where-to-buy/ — no schema detected (entity gap)
/our-products/ — no schema detected (entity gap)
/your-skin/ — 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
Medical Devices, Pharma & Biotech
40.7 Avg BS

Based on 784 businesses audited.

BS Detector

Medical Devices, Pharma & Biotech BS: Diprobase (diprobase.co.uk)

https://diprobase.co.uk 📍 Industry: Medical Devices, Pharma & Biotech
66 BS / 100

Diprobase presents a classic case of ‘Legacy Brand Fluff,’ where decades of market presence are used as a substitute for modern digital transparency and clinical proof. The site suffers from significant technical neglect, including a total lack of schema and heading hierarchy, which undermines its claims of medical authority. While the ingredient data is substantive, the surrounding marketing shell is highly commoditized and lacks verified third-party social proof.

Info Density Power-words vs. Substance ratio.
17
57% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
6
30% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
18
90% BS
Commodity Fingerprint Detection of industry clichés/templates.
11
73% BS
Identity & Authority Expert verifiability & Schema depth.
14
93% BS

Immediately implement Organization and Product schema to provide search engines with verifiable brand identity and link to parent company regulatory filings. Replace generic headings like ‘Understanding your skin’s moods’ with specific claims backed by the 30 years of experience, such as ‘Dermatologist-Led Formulations Since 1996.’ Link the ‘tried and tested’ claims directly to published clinical trial data or white papers to move beyond trust theatre. Finally, repair the technical SEO architecture by populating h1 and h2 tags with specific product benefits rather than marketing slogans.

The content strongly aligns with the Pharma/Biotech industry, specifically within the dermatological therapeutic area. The presence of specific ingredient lists (White Soft Paraffin, Petrolatum) and safety warnings regarding fire hazards confirms the medical nature of the products.

“The score of 66 is primarily driven by the 'Trust and Proof' and 'Identity and Authority' pillars, where the site failed to provide any external evidence or structured data. The presence of specific ingredient lists and packaging metrics prevented the score from reaching the 'Extreme BS' category, providing a necessary baseline of substance. The consistent review_count without verification links was a major contributor to the Trust Theatre penalty.”

Verified Analysis Date: May 26, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation