Training Example: 28 Vintage – 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…

28 Vintage

(https://28vintage.co.uk) 📸 Data Snapshot: June 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 28 Vintage – Retro and Vintage sportswear from the UK (https://28vintage.co.uk)
Title

28 Vintage – Retro and Vintage sportswear from the UK

Meta

An independent vintage boutique offering 80’s, 90’s and 00’s clothing from across the world. Selling brands including The North Face, Burberry, Tommy Hilfiger, Adidas, Nike, Ralph Lauren, Champion, FILA and Reebok, our stock is catered to you.

H1 28 Vintage
H2 28 Vintage
H3 Search 28 Vintage
H4 Our Favourites
H4 Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34×36")
H4 Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32×32")
H4 Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36×34")
H4 Blue y2ks Akademics Denim Hip Hop Baggy Jeans Pants (38×32")
H4 Blue y2ks Levi's 550 Denim Jeans Pants (33×30")
H4 Blue y2ks Tommy Hilfiger Denim Carpenter Baggy Jeans Pants (32×32")
H4 Red y2ks The North Face Puffer (M)
H4 Nike Style Silver Swoosh Signet Ring
H4 Nike Style Gold Swoosh Signet Ring
H4 Mens
H4 Womens
H4 Light Blue y2ks Polo Ralph Lauren Sweatshirt (l)
H4 Black y2ks Patagonia Sweatshirt (l)
H4 Grey y2ks Oakley Hoodie (m)
H4 Light Blue y2ks G-Star Denim Jacket (s)
H4 Grey y2ks The North Face Light Jacket (xl)
H4 Lilac Purple y2ks New Balance Windbreaker (xl)
H4 Charcoal Grey y2ks Mountain Hardwear Light Jacket (m)
H4 Turquoise y2ks Patagonia Rain Jacket (s)
H4 Light Blue y2ks Columbia Rain Jacket (m)
H4 Turquoise y2ks Patagonia Light Jacket (m)
H4 Grey y2ks Harley Davidson Sweatshirt (xxl)
H4 Ivory y2ks Polo Ralph Lauren Hoodie (l)
H4 Brown 90s Levi's 505 Corduroy Pants (36×32")
H4 Brown 90s Dickies Canvas Carpenter Jeans (36×30")
H4 Khaki Green y2ks Carhartt Canvas Carpenter Jeans (36×34")
H4 Blue y2ks Carhartt Denim Jeans (36×34")
H4 Blue y2ks Levi's 514 Denim Jeans (34×32")
H4 Light Blue y2ks Levi's 560 Denim Jeans (35×32")
H4 Rework
H4 Accessories
H4 Who are we?
H4 WISH LIST AND COMPARE
H5 Footer menu
H5 Follow us
NAV_HEADING_REPEATED_BODY Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34×36") – 28 Vintage (https://28vintage.co.uk/products/grey-90s-carhartt-canvas-carpenter-baggy-jeans-pants-34x36jt5821/)
Title

Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34×36") – 28 Vintage

Meta

Tagged / Measured size: Waist 34″, Inside Leg 36″ (inches)Seen on Archie who is 6'1 and wears a size 34×34 / Large

H1 Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34×36")
H4 You may also like
H4 Black y2ks Rocawear Hoodie (xl)
H4 Black y2ks Dickies Hoodie (xl)
H4 Khaki Green y2ks Russel Athletic Realtree Sweatshirt (xl)
H4 Black y2ks Hard Rock Cafe Sweatshirt (xxl)
H4 Black y2ks Chase Authentics Bud Racing Sweatshirt (xl)
H4 WISH LIST AND COMPARE
H4 Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34×36")
H5 Footer menu
H5 Follow us
NAV_HEADING_REPEATED_BODY Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans P – 28 Vintage (https://28vintage.co.uk/products/charcoal-grey-90s-rocawear-contrast-stitch-denim-hip-hop-baggy-jeans-pants-32x32jt5816/)
Title

Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans P – 28 Vintage

Meta

Tagged / Measured size: Waist 32″, Inside Leg 32″ (inches)Seen on Archie who is 6'1 and wears a size 34×34 / Large

H1 Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32×32")
H4 You may also like
H4 Black y2ks Rocawear Hoodie (xl)
H4 Black y2ks Dickies Hoodie (xl)
H4 Khaki Green y2ks Russel Athletic Realtree Sweatshirt (xl)
H4 Black y2ks Hard Rock Cafe Sweatshirt (xxl)
H4 Black y2ks Chase Authentics Bud Racing Sweatshirt (xl)
H4 WISH LIST AND COMPARE
H4 Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32×32")
H5 Footer menu
H5 Follow us
NAV_HEADING_REPEATED_BODY Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36×34") – 28 Vintage (https://28vintage.co.uk/products/blue-y2ks-riders-denim-carpenter-baggy-jeans-pants-36x34jt5583/)
Title

Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36×34") – 28 Vintage

Meta

Ripped hem Tagged / Measured size: Waist 36″, Inside Leg 34″ (inches)Seen on Archie who is 6'1 and wears a size 34×34 / Large

H1 Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36×34")
H4 You may also like
H4 28 x MIA – 'Marlbros' Black Heavyweight Hoodie
H4 28 x MIA – 'Marlbros' Ecru Heavyweight Hoodie
H4 28 x MIA – 'Marlbros' Ecru Heavyweight T-Shirt
H4 28 x MIA – 'Marlbros' Seashell Heavyweight T-Shirt
H4 Navy Blue y2ks Carhartt Canvas Carpenter Jeans (36×32")
H4 WISH LIST AND COMPARE
H4 Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36×34")
H5 Footer menu
H5 Follow us
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://28vintage.co.uk) 28 Vintage – Retro and Vintage sportswear from the UK
Shop Autumn

SHOP Marlbros

Shop All

SHOP SALE

Shop Accessories

[H4]
Our Favourites

[H4]
Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34x36")

£60.00

[H4]
Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32x32")

£60.00

[H4]
Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36x34")

£35.00

[H4]
Blue y2ks Akademics Denim Hip Hop Baggy Jeans Pants (38x32")

£45.00

[H4]
Blue y2ks Levi's 550 Denim Jeans Pants (33x30")

£35.00

[H4]
Blue y2ks Tommy Hilfiger Denim Carpenter Baggy Jeans Pants (32x32")

£45.00

[H4]
Red y2ks The North Face Puffer (M)

£75.00

[H4]
Nike Style Silver Swoosh Signet Ring

£18.00£10.00

[H4]
Nike Style Gold Swoosh Signet Ring

£18.00£10.00

[H4]
Mens
[H4]
Womens

[H4]
Light Blue y2ks Polo Ralph Lauren Sweatshirt (l)

£30.00

[H4]
Black y2ks Patagonia Sweatshirt (l)

£25.00

[H4]
Grey y2ks Oakley Hoodie (m)

£35.00

[H4]
Light Blue y2ks G-Star Denim Jacket (s)

£25.00

[H4]
Grey y2ks The North Face Light Jacket (xl)

£45.00

[H4]
Lilac Purple y2ks New Balance Windbreaker (xl)

£40.00

[H4]
Charcoal Grey y2ks Mountain Hardwear Light Jacket (m)

£55.00

[H4]
Turquoise y2ks Patagonia Rain Jacket (s)

£55.00

[H4]
Light Blue y2ks Columbia Rain Jacket (m)

£65.00

[H4]
Turquoise y2ks Patagonia Light Jacket (m)

£40.00

[H4]
Grey y2ks Harley Davidson Sweatshirt (xxl)

£35.00

[H4]
Ivory y2ks Polo Ralph Lauren Hoodie (l)

£30.00

[H4]
Brown 90s Levi's 505 Corduroy Pants (36x32")

£35.00

[H4]
Brown 90s Dickies Canvas Carpenter Jeans (36x30")

£35.00

[H4]
Khaki Green y2ks Carhartt Canvas Carpenter Jeans (36x34")

£35.00

[H4]
Blue y2ks Carhartt Denim Jeans (36x34")

£35.00

[H4]
Blue y2ks Levi's 514 Denim Jeans (34x32")

£30.00

[H4]
Light Blue y2ks Levi's 560 Denim Jeans (35x32")

£35.00

[H4]
Rework
[H4]
Accessories

[H3] Search 28 Vintage
We've got 1000s to pick from

[H4] Who are we?

Welcome to 28 VINTAGE. Our retro and vintage clothing is sourced from all over the world. We're committed to delivering an efficient and sustainable service, supplying customers with vintage pieces whilst supporting the planet. Follow us on Instagram @28vintage to stay updated.
3674 chars
SUB-PAGE (https://28vintage.co.uk/products/grey-90s-carhartt-canvas-carpenter-baggy-jeans-pants-34x36jt5821/) Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34×36") – 28 Vintage
HomeGrey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34x36")

[IMG: Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34x36]

[IMG: Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34x36]

[IMG: Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34x36]

[IMG: Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34x36]

[IMG: Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34x36]

[IMG: Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34x36]

[IMG: Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34x36]

[IMG: Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34x36]

Zoom

In stock
Out Stock
[H1] Grey 90s Carhartt Canvas Carpenter Baggy Jeans Pants (34x36")

£60.00

PRODUCT INFORMATIONWhy vintage?

PRODUCT INFORMATION

Tagged / Measured size:
Waist 34″, Inside Leg 36″ (inches)Seen on Archie who is 6'1 and wears a size 34x34 / Large

Why vintage?

Please be mindful that this piece has led a previous life, and may tell its story through minor imperfection but anything noticeable will always be mentioned. Purchasing this item continues its narrative, so you can be confident that you’re making a positively conscious choice for the planet.

[H4] You may also like

[H4]
Black y2ks Rocawear Hoodie (xl)

£35.00

[H4]
Black y2ks Dickies Hoodie (xl)

£30.00

[H4]
Khaki Green y2ks Russel Athletic Realtree Sweatshirt (xl)

£30.00

[H4]
Black y2ks Hard Rock Cafe Sweatshirt (xxl)

£35.00

[H4]
Black y2ks Chase Authentics Bud Racing Sweatshirt (xl)

£30.00
2056 chars
SUB-PAGE (https://28vintage.co.uk/products/charcoal-grey-90s-rocawear-contrast-stitch-denim-hip-hop-baggy-jeans-pants-32x32jt5816/) Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans P – 28 Vintage
HomeCharcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32x32")

[IMG: Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32x32]

[IMG: Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32x32]

[IMG: Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32x32]

[IMG: Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32x32]

[IMG: Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32x32]

[IMG: Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32x32]

[IMG: Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32x32]

[IMG: Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32x32]

Zoom

In stock
Out Stock
[H1] Charcoal Grey 90s Rocawear Contrast Stitch Denim Hip Hop Baggy Jeans Pants (32x32")

£60.00

PRODUCT INFORMATIONWhy vintage?

PRODUCT INFORMATION

Tagged / Measured size:
Waist 32″, Inside Leg 32″ (inches)Seen on Archie who is 6'1 and wears a size 34x34 / Large

Why vintage?

Please be mindful that this piece has led a previous life, and may tell its story through minor imperfection but anything noticeable will always be mentioned. Purchasing this item continues its narrative, so you can be confident that you’re making a positively conscious choice for the planet.

[H4] You may also like

[H4]
Black y2ks Rocawear Hoodie (xl)

£35.00

[H4]
Black y2ks Dickies Hoodie (xl)

£30.00

[H4]
Khaki Green y2ks Russel Athletic Realtree Sweatshirt (xl)

£30.00

[H4]
Black y2ks Hard Rock Cafe Sweatshirt (xxl)

£35.00

[H4]
Black y2ks Chase Authentics Bud Racing Sweatshirt (xl)

£30.00
2276 chars
SUB-PAGE (https://28vintage.co.uk/products/blue-y2ks-riders-denim-carpenter-baggy-jeans-pants-36x34jt5583/) Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36×34") – 28 Vintage
HomeBlue y2ks Riders Denim Carpenter Baggy Jeans Pants (36x34")

[IMG: Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36x34]

[IMG: Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36x34]

[IMG: Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36x34]

[IMG: Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36x34]

[IMG: Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36x34]

[IMG: Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36x34]

[IMG: Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36x34]

[IMG: Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36x34]

Zoom

In stock
Out Stock
[H1] Blue y2ks Riders Denim Carpenter Baggy Jeans Pants (36x34")

£35.00

PRODUCT INFORMATIONWhy vintage?

PRODUCT INFORMATION

Ripped hem Tagged / Measured size:
Waist 36″, Inside Leg 34″ (inches)Seen on Archie who is 6'1 and wears a size 34x34 / Large

Why vintage?

Please be mindful that this piece has led a previous life, and may tell its story through minor imperfection but anything noticeable will always be mentioned. Purchasing this item continues its narrative, so you can be confident that you’re making a positively conscious choice for the planet.

[H4] You may also like

[H4]
28 x MIA - 'Marlbros' Black Heavyweight Hoodie

£65.00

[H4]
28 x MIA - 'Marlbros' Ecru Heavyweight Hoodie

£65.00

[H4]
28 x MIA - 'Marlbros' Ecru Heavyweight T-Shirt

£35.00

[H4]
28 x MIA - 'Marlbros' Seashell Heavyweight T-Shirt

£35.00

[H4]
Navy Blue y2ks Carhartt Canvas Carpenter Jeans (36x32")

£25.00
2075 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
166Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 10 0
/products/grey-90s-carhartt-canvas-carpenter-baggy-jeans-pants-34x36jt5821/ 52 0
/products/charcoal-grey-90s-rocawear-contrast-stitch-denim-hip-hop-baggy-jeans-pants-32x32jt5816/ 52 0
/products/blue-y2ks-riders-denim-carpenter-baggy-jeans-pants-36x34jt5583/ 52 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/products/grey-90s-carhartt-canvas-carpenter-baggy-jeans-pants-34x36jt5821/ — no schema detected (entity gap)
/products/charcoal-grey-90s-rocawear-contrast-stitch-denim-hip-hop-baggy-jeans-pants-32x32jt5816/ — no schema detected (entity gap)
/products/blue-y2ks-riders-denim-carpenter-baggy-jeans-pants-36x34jt5583/ — 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
44.7 Avg BS

Based on 2934 businesses audited.

BS Detector

Fashion, Apparel & Accessories BS: 28 Vintage (28vintage.co.uk)

https://28vintage.co.uk 📍 Industry: Fashion, Apparel & Accessories
22 BS / 100

This is a high-substance, low-BS boutique that prioritizes technical product data over lifestyle fluff. It functions as a transparent inventory-led site rather than a high-concept marketing vehicle.

Info Density Power-words vs. Substance ratio.
3
10% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
2
10% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
8
40% BS
Commodity Fingerprint Detection of industry clichés/templates.
4
27% BS
Identity & Authority Expert verifiability & Schema depth.
5
33% BS

Implement Product and Organization schema to bridge the technical authority gap. Add external links to third-party review platforms (e.g., Trustpilot or Google) to verify the internal review counts. Quantify the ‘sustainable service’ claim by providing metrics on textile waste reduction or pieces salvaged to move it from a cliché to a proof point.

The site is an exact match for the vintage and retro sportswear industry. The content consistently references specific brands (Nike, Adidas, Carhartt) and eras (80s, 90s, 00s) that align with its primary boutique signal.

“The score of 22 is primarily driven by the lack of structured data and the presence of unverified internal reviews (Trust Theatre). The core content and product descriptions are remarkably free of bullshit, relying on specific measurements and brand identification.”

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