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

Industry Context — Common BS Fingerprints in Wellness, Therapy & Mental Health
Generic Claims: transform your life, find your inner peace, healing starts here, you deserve to feel better…
Red Flags: no professional registration number, guaranteed mental health outcomes, coaching certificates presented as therapy qualifications, testimonials making clinical outcome claims…
Semantic Drift Patterns: homepage claims evidence-based but offers unregulated modalities, claims clinical expertise but qualifications are coaching certificates, homepage targets clinical conditions but practitioner is not clinically trained, claims therapy but services page includes unregulated wellness offerings…
Proof Expectations: professional registration number (BACP, UKCP, HCPC, BPS), specific qualifications and training listed, clinical supervision arrangements disclosed, clear fee structure per session…

Keto Science

(https://myketoscience.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 Keto Science | Ketogenic Diet Foods, Snacks and More (https://myketoscience.com)
Title

Keto Science | Ketogenic Diet Foods, Snacks and More

Meta

Whether you

H2 "Bio-hacking"
H2 Premium Nutritional Supplements to Support a Ketogenic Lifestyle
H2 Keto science starter kit
H2 What is the Ketogenic Diet?
H2 What People Are Saying About Keto Science
H2 Made in the USA from Globally Sourced Ingredients
H2 Get 10% Off Your First Order
H2 Newsletter Signup
H3 About Keto Science
H3 Using Nutrigenomics to Hack Your Body
H3 Exclusive Offer!
H3 Supercharge your body & brain!
H4 KETO DIET APPROVED
H4 COGNITIVE HEALTH
H4 HELPS BURN FAT
H4 ENERGY LEVELS
H4 PERFORM BETTER
H4 Keto Meal Shakes
H4 Keto Burn BHB Gummies
H4 Keto Burn Capsules
H4 Ketone Powder
H4 Keto Carb Control Capsules
H4 Keto MCT Oil
H4 Keto Sugar Relief Capsules
H4 Keto Plant-Based Meal Shake
NAV_HEADER_HEADING_REPEATED_BODY 404 Error | Page Not Found (https://myketoscience.com/category/keto-science-starter-kit/)
Title

404 Error | Page Not Found

Meta

Visit Keto Science today for amazing ketogenic supplements, snacks, recipes and more!

H1 Page Not Found.
H2 Get 10% Off Your First Order
H2 Newsletter Signup
NAV_HEADER_HEADING_REPEATED_BODY 404 Error | Page Not Found (https://myketoscience.com/category/keto-mealshakes/)
Title

404 Error | Page Not Found

Meta

Visit Keto Science today for amazing ketogenic supplements, snacks, recipes and more!

H1 Page Not Found.
H2 Get 10% Off Your First Order
H2 Newsletter Signup
NAV_HEADER_HEADING_REPEATED_BODY 404 Error | Page Not Found (https://myketoscience.com/testimonials/)
Title

404 Error | Page Not Found

Meta

Visit Keto Science today for amazing ketogenic supplements, snacks, recipes and more!

H1 Page Not Found.
H2 Get 10% Off Your First Order
H2 Newsletter Signup
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (https://myketoscience.com) Keto Science | Ketogenic Diet Foods, Snacks and More

                            
0 chars
SUB-PAGE · THIN (https://myketoscience.com/category/keto-science-starter-kit/) 404 Error | Page Not Found

                            
0 chars
SUB-PAGE · THIN (https://myketoscience.com/category/keto-mealshakes/) 404 Error | Page Not Found

                            
0 chars
SUB-PAGE · THIN (https://myketoscience.com/testimonials/) 404 Error | Page Not Found

                            
0 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
32Review mentions (all pages)
4External proof links (all pages)
PageReviewsProof links
/ (home) 26 1
/category/keto-science-starter-kit/ 2 1
/category/keto-mealshakes/ 2 1
/testimonials/ 2 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/category/keto-science-starter-kit/ — no schema detected (entity gap)
/category/keto-mealshakes/ — no schema detected (entity gap)
/testimonials/ — 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
Wellness, Therapy & Mental Health
45.5 Avg BS

Based on 173 businesses audited.

BS Detector

Wellness, Therapy & Mental Health BS: Keto Science (myketoscience.com)

https://myketoscience.com 📍 Industry: Wellness, Therapy & Mental Health
90 BS / 100

Keto Science is a textbook example of ‘Science Theatre,’ using technical jargon like Nutrigenomics to mask a standard commodity supplement store. The 90% BS score is driven by the total collapse of the site’s proof infrastructure, where every specific claim leads to a 404 error. It is a brand that promises ‘Bio-hacking’ but cannot successfully deliver a functional sub-page.

Info Density Power-words vs. Substance ratio.
25
83% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
20
100% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
17
85% BS
Commodity Fingerprint Detection of industry clichés/templates.
13
87% BS
Identity & Authority Expert verifiability & Schema depth.
15
100% BS

Immediately repair all 404 errors on the /category/ and /testimonials/ pages to ensure promised content exists. Implement a proper H1 tag on the homepage that specifies the brand’s unique clinical or scientific value proposition beyond ‘Premium Supplements.’ Add Organization and Person schema to the JSON-LD to verify the ‘Science’ claims with real human experts. Replace the ‘Bio-hacking’ buzzwords with actual links to peer-reviewed studies or third-party lab reports for every product claim.

The site identifies as a provider of ketogenic supplements and ‘bio-hacking’ tools, which falls under the Wellness category. However, it fails to meet any of the clinical or evidence-based standards suggested by its ‘Science’ branding or the provided industry dictionary for therapeutic care.

“The score of 90 is primarily driven by the Semantic Coherence (20/20) and Identity (15/15) pillars due to the 404 errors on all sub-pages and missing technical markers like H1 and Schema. Information Density also scored high (25/30) because the only 'content' found was repetitive marketing fluff and lead-generation blocks. The site fails every proof expectation for a business claiming a scientific or clinical basis.”

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