Training Example: Y/PROJECT – 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…

Y/PROJECT

(https://yproject.fr) 📸 Data Snapshot: June 20, 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 Y/PROJECT (https://yproject.fr)
Title

Y/PROJECT

H3 After 14 fruitful years, Y/PROJECT has made the challenging decision to stop operations.  
H3 Y/PROJECT and the team thank all partners and Y/P supporters for their unwavering dedication to the brand throughout the years. 
H3 Special thanks to Glenn Martens, Pascal Conte-Jodra, and the late Gilles Elalouf for giving their team the space to create and grow.  
NAV_HEADER_REPEATED Collections — Y/PROJECT (https://yproject.fr/collections/)
Title

Collections — Y/PROJECT

NAV_HEADER_REPEATED Campaigns — Y/PROJECT (https://yproject.fr/marketing-campaigns/)
Title

Campaigns — Y/PROJECT

NAV_HEADER Collections — Y/PROJECT (https://yproject.fr/explore/)
Title

Collections — Y/PROJECT

📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (https://yproject.fr) Y/PROJECT
[H3] After 14 fruitful years, Y/PROJECT has made the challenging decision to stop operations.
[H3] Y/PROJECT and the team thank all partners and Y/P supporters for their unwavering dedication to the brand throughout the years.
[H3] Special thanks to Glenn Martens, Pascal Conte-Jodra, and the late Gilles Elalouf for giving their team the space to create and grow.
369 chars
SUB-PAGE (https://yproject.fr/collections/) Collections — Y/PROJECT
[IMG: FW 2024]

FW 2024

[IMG: SS 2024]

SS 2024

[IMG: FW 2023]

FW 2023

[IMG: SS 2023]

SS 2023

[IMG: FW 2022]

FW 2022

[IMG: SS 2022]

SS 2022

[IMG: FW 2021]

FW 2021

[IMG: SS 2021 Women]

SS 2021 Women

[IMG: SS 2021 Men]

SS 2021 Men

[IMG: FW 2020 Women]

FW 2020 Women

[IMG: FW 2020 Men]

FW 2020 Men

[IMG: SS 2020 Women]

SS 2020 Women

[IMG: SS 2020 Men]

SS 2020 Men

[IMG: FW 2019 Women]

FW 2019 Women

[IMG: FW 2019 Men]

FW 2019 Men

[IMG: SS 2019 Women]

SS 2019 Women

[IMG: SS 2019 Men]

SS 2019 Men

[IMG: FW 2018 Women]

FW 2018 Women

[IMG: FW 2018 Men]

FW 2018 Men

[IMG: SS 2018 Women]

SS 2018 Women

[IMG: SS 2018 Men]

SS 2018 Men

[IMG: FW 2017 Women]

FW 2017 Women

[IMG: FW 2017 Men]

FW 2017 Men

[IMG: SS 2017 Women]

SS 2017 Women

[IMG: SS 2017 Men]

SS 2017 Men

[IMG: FW 2016 Women]

FW 2016 Women

[IMG: FW 2016 Men]

FW 2016 Men
1269 chars
SUB-PAGE (https://yproject.fr/marketing-campaigns/) Campaigns — Y/PROJECT
[IMG: Y/Project x Salomon]

Y/Project x Salomon

[IMG: Y/Project x Melissa]

Y/Project x Melissa

[IMG: Y/Project x Melissa]

Y/Project x Melissa

[IMG: Y/Project x Fila]

Y/Project x Fila

[IMG: Y/Project x Melissa]

Y/Project x Melissa

[IMG: Y/Project x Canada Goose]

Y/Project x Canada Goose

[IMG: Fall Winter 2019]

Fall Winter 2019

[IMG: Spring Summer 2019]

Spring Summer 2019

[IMG: Y/Project x UGG]

Y/Project x UGG

[IMG: Fall Winter 2018]

Fall Winter 2018

[IMG: Spring Summer 2018]

Spring Summer 2018

[IMG: Fall Winter 2017]

Fall Winter 2017

[IMG: Spring Summer 2017]

Spring Summer 2017

[IMG: Spring Summer 2016]

Spring Summer 2016
855 chars
SUB-PAGE (https://yproject.fr/explore/) Collections — Y/PROJECT
[IMG: FW 2024]

FW 2024

[IMG: SS 2024]

SS 2024

[IMG: FW 2023]

FW 2023

[IMG: SS 2023]

SS 2023

[IMG: FW 2022]

FW 2022

[IMG: SS 2022]

SS 2022

[IMG: FW 2021]

FW 2021

[IMG: SS 2021 Women]

SS 2021 Women

[IMG: SS 2021 Men]

SS 2021 Men

[IMG: FW 2020 Women]

FW 2020 Women

[IMG: FW 2020 Men]

FW 2020 Men

[IMG: SS 2020 Women]

SS 2020 Women

[IMG: SS 2020 Men]

SS 2020 Men

[IMG: FW 2019 Women]

FW 2019 Women

[IMG: FW 2019 Men]

FW 2019 Men

[IMG: SS 2019 Women]

SS 2019 Women

[IMG: SS 2019 Men]

SS 2019 Men

[IMG: FW 2018 Women]

FW 2018 Women

[IMG: FW 2018 Men]

FW 2018 Men

[IMG: SS 2018 Women]

SS 2018 Women

[IMG: SS 2018 Men]

SS 2018 Men

[IMG: FW 2017 Women]

FW 2017 Women

[IMG: FW 2017 Men]

FW 2017 Men

[IMG: SS 2017 Women]

SS 2017 Women

[IMG: SS 2017 Men]

SS 2017 Men

[IMG: FW 2016 Women]

FW 2016 Women

[IMG: FW 2016 Men]

FW 2016 Men
1269 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
17Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 5 0
/collections/ 4 0
/marketing-campaigns/ 4 0
/explore/ 4 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
[
    {
        "url": "https://www.yproject.fr",
        "name": "Y/PROJECT",
        "image": "//images.squarespace-cdn.com/content/v1/67726fccf8b5465936f1eb03/de6daa9e-4660-4332-a884-c23a4d76442e/YP+logo_.jpg",
        "@context": "http://schema.org",
        "@type": "WebSite"
    },
    {
        "address": "",
        "image": "https://static1.squarespace.com/static/67726fccf8b5465936f1eb03/t/67727493a934c9553b2b567b/1736257229745/",
        "openingHours": "",
        "@context": "http://schema.org",
        "@type": "LocalBusiness"
    }
]
/collections/
[
    {
        "url": "https://www.yproject.fr",
        "name": "Y/PROJECT",
        "image": "//images.squarespace-cdn.com/content/v1/67726fccf8b5465936f1eb03/de6daa9e-4660-4332-a884-c23a4d76442e/YP+logo_.jpg",
        "@context": "http://schema.org",
        "@type": "WebSite"
    },
    {
        "address": "",
        "image": "https://static1.squarespace.com/static/67726fccf8b5465936f1eb03/t/67727493a934c9553b2b567b/1736257229745/",
        "openingHours": "",
        "@context": "http://schema.org",
        "@type": "LocalBusiness"
    }
]
/marketing-campaigns/
[
    {
        "url": "https://www.yproject.fr",
        "name": "Y/PROJECT",
        "image": "//images.squarespace-cdn.com/content/v1/67726fccf8b5465936f1eb03/de6daa9e-4660-4332-a884-c23a4d76442e/YP+logo_.jpg",
        "@context": "http://schema.org",
        "@type": "WebSite"
    },
    {
        "address": "",
        "image": "https://static1.squarespace.com/static/67726fccf8b5465936f1eb03/t/67727493a934c9553b2b567b/1736257229745/",
        "openingHours": "",
        "@context": "http://schema.org",
        "@type": "LocalBusiness"
    }
]
/explore/
[
    {
        "url": "https://www.yproject.fr",
        "name": "Y/PROJECT",
        "image": "//images.squarespace-cdn.com/content/v1/67726fccf8b5465936f1eb03/de6daa9e-4660-4332-a884-c23a4d76442e/YP+logo_.jpg",
        "@context": "http://schema.org",
        "@type": "WebSite"
    },
    {
        "address": "",
        "image": "https://static1.squarespace.com/static/67726fccf8b5465936f1eb03/t/67727493a934c9553b2b567b/1736257229745/",
        "openingHours": "",
        "@context": "http://schema.org",
        "@type": "LocalBusiness"
    }
]

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
44.7 Avg BS

Based on 2934 businesses audited.

BS Detector

Fashion, Apparel & Accessories BS: Y/PROJECT (yproject.fr)

https://yproject.fr 📍 Industry: Fashion, Apparel & Accessories
23 BS / 100

Y/PROJECT presents a rare ‘Post-Mortem’ site that is almost entirely devoid of commercial bullshit because it is no longer selling anything. The low BS score is driven by technical schema laziness and platform-level trust theatre flags rather than actual linguistic fluff. It is a masterclass in minimalist substance, using its own history as the only necessary proof of existence.

Info Density Power-words vs. Substance ratio.
0
0% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
0
0% BS
Commodity Fingerprint Detection of industry clichés/templates.
0
0% BS
Identity & Authority Expert verifiability & Schema depth.
9
60% BS

To reduce the remaining BS score, the technical team should first remove the ‘Review’ metadata and ‘trust_theatre_flag’ triggers by stripping legacy e-commerce schema from the shutdown landing page. Second, implement Person schema for Glenn Martens and other named leaders with sameAs links to their official portfolios or Wikipedia entries to bridge the authority gap. Third, resolve basic SEO hygiene issues by adding a single H1 per page and meta descriptions to improve the archive’s digital footprint. Finally, add outbound proof links to the campaign pages leading to the collaborator sites (e.g., Salomon or Canada Goose) to verify the partnerships.

The site perfectly matches the Fashion, Apparel & Accessories industry, specifically the high-fashion/luxury segment. The presence of chronological runway collections (FW/SS) and high-profile collaborations (Salomon, Canada Goose, UGG) confirms its status as an established fashion house.

“The score of 23 is primarily driven by the Trust and Proof (13 pts) and Identity and Authority (9 pts) pillars. These scores reflect technical errors (missing H1s, generic schema) and metadata 'ghost' reviews rather than deceptive content. The brand's actual messaging (Information Density and Commodity Fingerprint) is 100% substance-based.”

Verified Analysis Date: June 20, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation