Training Example: On (On AG) – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Fashion, Apparel & Accessories
Generic Claims: premium quality fabrics, designed to last, fashion for every body, affordable luxury…
Red Flags: sustainable claims with no supply chain disclosure, handmade claims for mass-produced items, luxury positioning with fast-fashion pricing, model photos but no product flat-lay or detail shots…
Semantic Drift Patterns: homepage claims sustainable but no supply chain transparency, claims ethical production but no factory information, homepage shows luxury positioning but pricing is fast-fashion, claims handmade but product pages show industrial production…
Proof Expectations: specific material sourcing details and origins, factory names and locations for ethical claims, sustainability certifications (GOTS, OEKO-TEX, B Corp), real product photography with accurate color representation…

On (On AG)

(https://on-running.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 On | Swiss Performance Running Shoes & Clothing (https://on-running.com)
Title

On | Swiss Performance Running Shoes & Clothing

Meta

Born in the Swiss Alps, On running shoes feature the first patented cushioning system which is activated only when you need it – during the landing.

H1 The Tennis Collection
H2 Shop
H2 Stories that move
H2 Our mission
HEADING_REPEATED_BODY (https://on-running.com/en-gb/shop/running/)
HEADING_REPEATED_BODY (https://on-running.com/en-gb/shop/road-running/)
HEADING_REPEATED_BODY (https://on-running.com/en-gb/shop/marathon/)
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://on-running.com) On | Swiss Performance Running Shoes & Clothing
[H1] The Tennis Collection
Discover performance gear worn on tour. Designed for on and off court.Shop men'sShop women's
[H2] Shop
ShoesApparelAccessoriesSkip forward over a slideshow of itemsShoesApparelAccessoriesPreviousNextSkip backward over a slideshow of items
[H3]
Running Road running Marathon Trail running Lifestyle Hiking and outdoor Tennis Training and gym Skip forward over a slideshow of itemsPreviousNextCloudmonsterCloudCloudtiltCloudnovaCloudrunnerTHE ROGERCloudsurferCloud XCloudzonePreviousNextSkip backward over a slideshow of items
[H2] Stories that move
On's shoe finderTenniscore stylingLane 1: The running mindsetDiscover our athletesSkip forward over a slideshow of itemsOn's shoe finderTenniscore stylingLane 1: The running mindsetDiscover our athletesPreviousNextSkip backward over a slideshow of items
[H2] Our mission
Ignite the human spirit through movementRead morePreviousNextInspired by athletes.
[IMG: Industrial engineer drawing on light box]
Powered by Swiss engineering.
[IMG: Woman running on trail]
We believe amazing things happen when we move. Whether that’s breaking records on the track… … Or developing innovative new technologies for a more sustainable future.Move with us, and Dream On.PreviousNextClose the short story
1267 chars
SUB-PAGE · THIN (https://on-running.com/en-gb/shop/running/)

                            
0 chars
SUB-PAGE · THIN (https://on-running.com/en-gb/shop/road-running/)

                            
0 chars
SUB-PAGE · THIN (https://on-running.com/en-gb/shop/marathon/)

                            
0 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
37Review mentions (all pages)
1External proof links (all pages)
PageReviewsProof links
/ (home) 34 1
/en-gb/shop/running/ 1 0
/en-gb/shop/road-running/ 1 0
/en-gb/shop/marathon/ 1 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@context": "https://schema.org",
    "@type": "WebSite",
    "url": "",
    "name": "On | Swiss Performance Running Shoes & Clothing",
    "alternateName": "On Running",
    "description": "Born in the Swiss Alps, On running shoes feature the first patented cushioning system which is activated only when you need it - during the landing.",
    "publisher": {
        "@type": "Organization",
        "name": "On",
        "legalName": "On AG",
        "url": "https://www.on.com/",
        "logo": "https://www.on.com/favicon.ico",
        "address": {
            "@type": "PostalAddress",
            "streetAddress": "Förrlibuckstrasse 190",
            "addressLocality": "Zürich",
            "postalCode": "8005",
            "addressCountry": "CH"
        },
        "contactPoint": {
            "@type": "ContactPoint",
            "telephone": "+41 44 225 15 77",
            "contactType": "customer service"
        },
        "sameAs": [
            "https://www.facebook.com/on",
            "https://www.instagram.com/on/",
            "https://www.linkedin.com/company/on-ag",
            "https://www.strava.com/clubs/on-226387",
            "https://www.xing.com/pages/onag",
            "https://x.com/on_running",
            "https://www.youtube.com/@On-Running",
            "https://pinterest.com/onrunning/",
            "https://www.tiktok.com/@onrunning",
            "https://en.wikipedia.org/wiki/On_(company)",
            "https://de.wikipedia.org/wiki/On_AG",
            "https://es.wikipedia.org/wiki/On_(empresa)",
            "https://fa.wikipedia.org/wiki/%D8%A2%D9%86_%D8%B1%D8%A7%D9%86%DB%8C%D9%86%DA%AF",
            "https://fr.wikipedia.org/wiki/On_(entreprise)",
            "https://id.wikipedia.org/wiki/On_(Perusahaan)",
            "https://hu.wikipedia.org/wiki/On_AG",
            "https://pt.wikipedia.org/wiki/On_(empresa)",
            "https://uk.wikipedia.org/wiki/On_(%D0%B1%D1%80%D0%B5%D0%BD%D0%B4)",
            "https://zh.wikipedia.org/wiki/On_(%E9%81%8B%E5%8B%95%E9%9E%8B)",
            "https://www.google.com/search?kgmid=/g/11dxprv1lg"
        ]
    }
}
/en-gb/shop/running/ — no schema detected (entity gap)
/en-gb/shop/road-running/ — no schema detected (entity gap)
/en-gb/shop/marathon/ — 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
Fashion, Apparel & Accessories
44.1 Avg BS

Based on 2064 businesses audited.

BS Detector

Fashion, Apparel & Accessories BS: On (On AG) (on-running.com)

https://on-running.com 📍 Industry: Fashion, Apparel & Accessories
53 BS / 100

On presents a high-authority facade through excellent structured data and Wikipedia validation, but the content delivery is pure marketing vapor. The contrast between its ‘Swiss engineering’ claims and the empty, review-flagged category pages creates a credibility canyon that only technical product specs can bridge.

Info Density Power-words vs. Substance ratio.
13
43% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
11
55% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
15
75% BS
Commodity Fingerprint Detection of industry clichés/templates.
8
53% BS
Identity & Authority Expert verifiability & Schema depth.
6
40% BS

Populate the ‘Running’, ‘Road running’, and ‘Marathon’ category pages with specific technical specifications and material compositions to eliminate the empty-page drift. Include the actual patent numbers for the cushioning system within the ‘Our Mission’ or technology sections. Replace generic H2 headings like ‘Shop’ and ‘Stories that move’ with specific, benefit-driven nouns such as ‘Anatomical Cushioning Range’ or ‘Global Athlete Case Studies’.

The site perfectly aligns with the Fashion, Apparel & Accessories industry, specifically the performance sportswear segment. Evidence includes meta-data regarding Swiss performance running shoes and schema properties identifying the entity as On AG based in Zurich.

“The score of 53 is driven primarily by Trust Theatre and Semantic Drift. While the brand's identity and schema are robust (limiting the Step 5 score), the presence of reviews on empty sub-pages and the lack of technical evidence for performance claims significantly inflate the BS rating.”

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