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

Industry Context — Common BS Fingerprints in Ecommerce & Online Retail
Generic Claims: best prices online, free shipping on everything, satisfaction guaranteed or your money back, trusted by thousands…
Red Flags: no business address or company registration, manufacturer stock photos as product images, prices dramatically below market with no explanation, no return policy or extremely restrictive terms…
Semantic Drift Patterns: homepage claims premium but product pages show dropshipped goods, claims handmade or artisan but product images are manufacturer stock, homepage says ethically sourced but no supply chain information, claims exclusive products but same items found on Amazon and AliExpress…
Proof Expectations: verifiable business registration and address, real product photographs not manufacturer stock images, third-party reviews on independent platforms (Trustpilot, Google), clear return and refund policy with process details…

Cobble Hill Puzzles

(https://cobblehillpuzzles.com) 📸 Data Snapshot: May 29, 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 Cobble Hill Puzzles Official USA Store — USA Cobble Hill Puzzles (https://cobblehillpuzzles.com)
Title

Cobble Hill Puzzles Official USA Store — USA Cobble Hill Puzzles

Meta

This is the official company website for Cobble Hill delivering our high quality jigsaw puzzles to the United States. However, Cobble Hill Puzzles is available across the world with your local retailer and online with our retail partners.

H2 Language
H2 Language
H2 NEW ARRIVALS!
H2 Festive Farmyard Greetings | Floor Puzzle 35pc
H2 Flight | Floor Puzzle 35pc
H2 Black Bear Pond | 1000 Piece
H2 Room to Grow | Easy Handling 275 Piece
H2 Lake Life | Easy Handling 275 Piece | AI Assistance
H2 Bright Moment | Easy Handling 275 Piece
H2 Night & Day | Family Pieces 350
H2 Fireworks | 100 Piece
H2 Garden Tour | 100 Piece
H2 Rawr! | 100 Piece
H2 Rabbit Garden | 100 Piece
H2 Bookshop Bedlam | 100 Piece
H2 The Language of Flowers | 1000 Piece
H2 Springtime Frolic | 1000 Piece
H2 Blog posts
H2 The Life of the Little Women
H2 Launching at USA Jigsaw Nationals: A New 100 Piece Puzzle Line
H2 Artist Highlight: Dominik Modlinski
H2 It's a peaceful road with Cobble Hill.
H2 About Cobble Hill
H2 Retail & Wholesale
H2 Follow us
H2 Subscribe to our USA newsletter
H2 Language
H2 Language
H2 Added to your cart:
HEADING_REPEATED_BODY 404 Not Found — USA Cobble Hill Puzzles (https://cobblehillpuzzles.com/collections/vendors/)
Title

404 Not Found — USA Cobble Hill Puzzles

H1 Page not found
H2 Language
H2 Language
H2 It's a peaceful road with Cobble Hill.
H2 About Cobble Hill
H2 Retail & Wholesale
H2 Follow us
H2 Subscribe to our USA newsletter
H2 Language
H2 Language
H2 Added to your cart:
NAV_HEADING_REPEATED_BODY_FOOTER Blog Posts — USA Cobble Hill Puzzles (https://cobblehillpuzzles.com/blogs/new-blog/)
Title

Blog Posts — USA Cobble Hill Puzzles

H1 Blog Posts
H2 Language
H2 Language
H2 The Life of the Little Women
H2 Launching at USA Jigsaw Nationals: A New 100 Piece Puzzle Line
H2 Artist Highlight: Dominik Modlinski
H2 Apple Pie Kitchen's Farmhouse Family
H2 Historic Locomotives Take Us Full Steam Ahead Into the New Year
H2 New November Puzzles In Stock!
H2 What Do You Gift the Owner of a Puzzle Company?
H2 From Canvas to Puzzle: The Art of Wava Jacobchick
H2 Guided by the Light: Puzzle "By the Bay"
H2 It's a peaceful road with Cobble Hill.
H2 About Cobble Hill
H2 Retail & Wholesale
H2 Follow us
H2 Subscribe to our USA newsletter
H2 Language
H2 Language
H2 Added to your cart:
NAV_HEADER_REPEATED_BODY Puzzle Chess 100 Piece Puzzle | Cobble Hill — USA Cobble Hill Puzzles (https://cobblehillpuzzles.com/collections/puzzle-chess-100-piece-puzzle-cobble-hill/)
Title

Puzzle Chess 100 Piece Puzzle | Cobble Hill — USA Cobble Hill Puzzles

Meta

Discover Puzzle Chess by Cobble Hill. It's a head-to-head puzzle format using 100 piece jigsaw puzzles designed for speed, strategy, and fun.

H1 Puzzle Chess 100 Piece Puzzle | Cobble Hill
H2 Language
H2 Language
H2 Filters
H2 Once Upon a Time: Wizard of Oz | 100 Piece
H2 Rainbow Dragon | 100 Piece
H2 Doodlecat Days | 100 Piece
H2 Rawr! | 100 Piece
H2 Fetch! | 100 Piece
H2 Once Upon A Time: Winnie-the-Pooh | 100 Piece
H2 Wee Coo | 100 Piece | AI Assistance
H2 Bookshop Bedlam | 100 Piece
H2 Once Upon a Time: Alice in Wonderland | 100 Piece
H2 Mercats | 100 Piece
H2 Yum Yums | 100 Piece
H2 Rabbit Garden | 100 Piece
H2 Frog Business | 100 Piece
H2 Nerdy Junk Drawer | 100 Piece
H2 Garden Tour | 100 Piece
H2 Fireworks | 100 Piece
H2 You recently viewed
H2 It's a peaceful road with Cobble Hill.
H2 About Cobble Hill
H2 Retail & Wholesale
H2 Follow us
H2 Subscribe to our USA newsletter
H2 Language
H2 Language
H2 Added to your cart:
H5 Note: These 100-piece puzzles can also be enjoyed as a traditional puzzle. 🙂
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://cobblehillpuzzles.com) Cobble Hill Puzzles Official USA Store — USA Cobble Hill Puzzles
See what's new!

Buy Little Women
NEW 100 Piece Puzzles

Learn About Puzzle Chess

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[H2]
NEW ARRIVALS!

Festive Farmyard Greetings | Floor Puzzle 35pc

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Festive Farmyard Greetings | Floor Puzzle 35pc

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It's a holly jolly Festive Farmyard Greetings from your favourite barn animals at Christmas. Dogs, cats, pigs, horse, sheep, chicken - what more co...

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Flight | Floor Puzzle 35pc

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Flight | Floor Puzzle 35pc

55155

Kids will take Flight while grounded on the floor with this exciting 20" x 30" floor puzzle featuring all the favourite things that go in the air! ...

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Black Bear Pond | 1000 Piece

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Black Bear Pond | 1000 Piece

40342

Please note that this was previously exclusive to Calendar Club.
It’s always golden hour at Black Bear Pond, where autumn never fades and the light...

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Room to Grow | Easy Handling 275 Piece

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Room to Grow | Easy Handling 275 Piece

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Lake Life | Easy Handling 275 Piece | AI Assistance

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Lake Life | Easy Handling 275 Piece | AI Assistance

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Bright Moment | Easy Handling 275 Piece

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Bright Moment | Easy Handling 275 Piece

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Night & Day | Family Pieces 350

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Night & Day | Family Pieces 350

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Fireworks | 100 Piece

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Fireworks | 100 Piece

46016

Celebrate a star-spangled milestone with a puzzle that truly lights up the sky. Created in honour of the United States Semiquincentennial, this 100...

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Garden Tour | 100 Piece

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Garden Tour | 100 Piece

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Rawr! | 100 Piece

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Rawr! | 100 Piece

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Rabbit Garden | 100 Piece

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Rabbit Garden | 100 Piece

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Bookshop Bedlam | 100 Piece

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Bookshop Bedlam | 100 Piece

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SHOP NOW!

[IMG: The Language of Flowers | 1000 Piece]

[IMG: The Language of Flowers | 1000 Piece]

[IMG: The Language of Flowers | 1000 Piece]

[IMG: The Language of Flowers | 1000 Piece]

[IMG: The Language of Flowers | 1000 Piece]

[H2]
The Language of Flowers | 1000 Piece

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Every bloom has something to say and this bouquet has a lot to spill. Rooted in the Victorian tradition of floriography, The Language of Flowers puzzle turns historic symbology into a charming game of interpretation. Hydrangeas confess “I want to know you”, pink tulips celebrate “happy times”, and striped carnations? "Yeah, no." These fun labels are not meant to be take seriously, so have fun with these cheeky expressions by our in-house artist, Allegra.
Crafted in-house using hundreds of public domain botanical artworks, this 1000 piece collage pairs timeless floral beauty with playful modern wording. A delight to assemble and a joy to decode, it’s the perfect bouquet for anyone who loves flowers… and a little bit of sass.

[IMG: Springtime Frolic | 1000 Piece]

[IMG: Springtime Frolic | 1000 Piece]

[IMG: Springtime Frolic | 1000 Piece]

[IMG: Springtime Frolic | 1000 Piece]

[H2]
Springtime Frolic | 1000 Piece

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Springtime Frolic is a joyful puzzle full of colourful flowers in the foreground. From daffodils to tulips, this cheerful puzzle only gets brighter with the presence of cute corgies running free along the brick path. Not to be missed is the cat hanging in the tree, but not to get at the bird houses, rather to hide from the dogs. The little squirrel doesn't seem to be bothered by them as it goes about its business on the flower stand. What's that we see - a white cat with its great big blue eyes staring at some birds in the foreground field of flowers! What a lovely 1000 piece garden puzzle by Jo-Ann Richards.

View full details

[H2]
Blog posts

[IMG: The Life of the Little Women]

April 28, 2026

[H2]
The Life of the Little Women

Generations of people have fallen in love with the March sisters of Louisa May Alcott’s most popular and enduring novel, Little Women. Jo, Beth, Meg, and Amy remain united in their devotion to each other and their struggles to survive in New England during the Civil War.
Read now

[IMG: Launching at USA Jigsaw Nationals: A New 100 Piece Puzzle Line]

March 19, 2026

[H2]
Launching at USA Jigsaw Nationals: A New 100 Piece Puzzle Line

Cobble Hill is sponsoring the Special Competitions at the USA Jigsaw Nationals 2026 in Atlanta, GA, where our new 100 piece line will debut in an all-day Puzzle Chess event on Friday, March 27.
Read now

[IMG: Artist Highlight: Dominik Modlinski]

February 17, 2026

[H2]
Artist Highlight: Dominik Modlinski

Where Gods Reside by Dominik Modlinski is now available as a Cobble Hill 1000pc puzzle, released in 2026 as part of our Canadian Landscape Series. Dominik doesn’t just paint landscapes; he lives them. His work comes from long, direct encounters...
Read now
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SUB-PAGE · THIN (https://cobblehillpuzzles.com/collections/vendors/) 404 Not Found — USA Cobble Hill Puzzles
The page you were looking for does not exist.

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SUB-PAGE (https://cobblehillpuzzles.com/blogs/new-blog/) Blog Posts — USA Cobble Hill Puzzles
[IMG: The Life of the Little Women]

April 28, 2026

[H2]
The Life of the Little Women

Generations of people have fallen in love with the March sisters of Louisa May Alcott’s most popular and enduring novel, Little Women. Jo, Beth, Meg, and Amy remain united in their devotion to each other and their struggles to survive in New England during the Civil War.
Read now

[IMG: Launching at USA Jigsaw Nationals: A New 100 Piece Puzzle Line]

March 19, 2026

[H2]
Launching at USA Jigsaw Nationals: A New 100 Piece Puzzle Line

Cobble Hill is sponsoring the Special Competitions at the USA Jigsaw Nationals 2026 in Atlanta, GA, where our new 100 piece line will debut in an all-day Puzzle Chess event on Friday, March 27.
Read now

[IMG: Artist Highlight: Dominik Modlinski]

February 17, 2026

[H2]
Artist Highlight: Dominik Modlinski

Where Gods Reside by Dominik Modlinski is now available as a Cobble Hill 1000pc puzzle, released in 2026 as part of our Canadian Landscape Series. Dominik doesn’t just paint landscapes; he lives them. His work comes from long, direct encounters...
Read now

[IMG: Apple Pie Kitchen]

January 27, 2026

[H2]
Apple Pie Kitchen's Farmhouse Family

This puzzle brought back many memories of my mother and that wood-burning stove. One of those memories was once when I put two flashlight batteries into the oven of my mother’s stove, thinking that the heat would recharge them.
Read now

[IMG: Historic Locomotives Take Us Full Steam Ahead Into the New Year]

December 31, 2025

[H2]
Historic Locomotives Take Us Full Steam Ahead Into the New Year

My latest puzzle is a one-thousand-piece puzzle titled Historic Locomotives by Mike Bennett. My connection to this puzzle is my lifelong interest in steam locomotives. Pictures tell stories.
Read now

[IMG: Be Wary the Silent Night image of a cat in the forest]

November 28, 2025

[H2]
New November Puzzles In Stock!

Cobble Hill generally releases new puzzles three times per year with November usually having a larger selection of puzzles. For the 2025 Fall Release, there are 41 new puzzles with a wide range of imagery to satisfy puzzlers with different...
Read now

[IMG: cartoon character pirate or Viking]

October 22, 2025

[H2]
What Do You Gift the Owner of a Puzzle Company?

When you work at a puzzle company, one question stumps everyone: what do you gift the owner for a 20th Anniversary?
Read now

[IMG: From Canvas to Puzzle: The Art of Wava Jacobchick]

October 3, 2025

[H2]
From Canvas to Puzzle: The Art of Wava Jacobchick

Almost a year ago, artist Wava Jacobchick first reached out to share her stunning oil paintings with us. Over the course of four months, she followed up a few more times and we’re so glad she did.
Read now

[IMG: Guided by the Light: Puzzle]

September 17, 2025

[H2]
Guided by the Light: Puzzle "By the Bay"

In closing, in the end, no matter how many times you have watched the sun set behind a lighthouse, there is something undeniably magical about the island light. It is a place that seems to exist out of time, a portal to a bygone era that still resonates with the heart of the modern world.
Read now
3405 chars
SUB-PAGE (https://cobblehillpuzzles.com/collections/puzzle-chess-100-piece-puzzle-cobble-hill/) Puzzle Chess 100 Piece Puzzle | Cobble Hill — USA Cobble Hill Puzzles
[H2]
Filters

Pieces

100 Piece
(16)

Stock Status

In stock
(16)

Out of stock
(0)

Once Upon a Time: Wizard of Oz | 100 Piece

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Once Upon a Time: Wizard of Oz | 100 Piece

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Rainbow Dragon | 100 Piece

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Rainbow Dragon | 100 Piece

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Doodlecat Days | 100 Piece

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Doodlecat Days | 100 Piece

46009

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Rawr! | 100 Piece

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Rawr! | 100 Piece

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Fetch! | 100 Piece

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Fetch! | 100 Piece

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Once Upon A Time: Winnie-the-Pooh | 100 Piece

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Once Upon A Time: Winnie-the-Pooh | 100 Piece

46005

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Wee Coo | 100 Piece | AI Assistance

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Wee Coo | 100 Piece | AI Assistance

46010

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Bookshop Bedlam | 100 Piece

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Bookshop Bedlam | 100 Piece

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Once Upon a Time: Alice in Wonderland | 100 Piece

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Once Upon a Time: Alice in Wonderland | 100 Piece

46004

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Mercats | 100 Piece

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Mercats | 100 Piece

46007

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Yum Yums | 100 Piece

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Yum Yums | 100 Piece

46011

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Rabbit Garden | 100 Piece

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Rabbit Garden | 100 Piece

46013

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Frog Business | 100 Piece

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Frog Business | 100 Piece

46002

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Nerdy Junk Drawer | 100 Piece

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Garden Tour | 100 Piece

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Fireworks | 100 Piece

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Fireworks | 100 Piece

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Celebrate a star-spangled milestone with a puzzle that truly lights up the sky. Created in honour of the United States Semiquincentennial, this 100...

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9361 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
1681Review mentions (all pages)
12External proof links (all pages)
PageReviewsProof links
/ (home) 444 3
/collections/vendors/ 401 3
/blogs/new-blog/ 401 3
/collections/puzzle-chess-100-piece-puzzle-cobble-hill/ 435 3
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@context": "http://schema.org",
    "@type": "WebSite",
    "name": "USA Cobble Hill Puzzles",
    "url": "https://www.cobblehillpuzzles.com"
}
/collections/vendors/
{
    "@context": "http://schema.org",
    "@type": "WebSite",
    "name": "USA Cobble Hill Puzzles",
    "url": "https://www.cobblehillpuzzles.com"
}
/blogs/new-blog/
[
    {
        "@context": "http://schema.org",
        "@type": "BreadcrumbList",
        "itemListElement": [
            {
                "@type": "ListItem",
                "position": 1,
                "item": {
                    "@id": "https://www.cobblehillpuzzles.com/blogs/new-blog",
                    "name": "Blog Posts"
                }
            }
        ]
    },
    {
        "@context": "http://schema.org",
        "@type": "WebSite",
        "name": "USA Cobble Hill Puzzles",
        "url": "https://www.cobblehillpuzzles.com"
    }
]
/collections/puzzle-chess-100-piece-puzzle-cobble-hill/
[
    {
        "@context": "http://schema.org",
        "@type": "BreadcrumbList",
        "itemListElement": [
            {
                "@type": "ListItem",
                "position": 1,
                "item": {
                    "@id": "https://www.cobblehillpuzzles.com/collections",
                    "name": "Collections"
                }
            },
            {
                "@type": "ListItem",
                "position": 2,
                "item": {
                    "@id": "https://www.cobblehillpuzzles.com/collections/puzzle-chess-100-piece-puzzle-cobble-hill",
                    "name": "Puzzle Chess 100 Piece Puzzle | Cobble Hill"
                }
            }
        ]
    },
    {
        "@context": "http://schema.org",
        "@type": "WebSite",
        "name": "USA Cobble Hill Puzzles",
        "url": "https://www.cobblehillpuzzles.com"
    }
]

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
Ecommerce & Online Retail
36.3 Avg BS

Based on 3393 businesses audited.

BS Detector

Ecommerce & Online Retail BS: Cobble Hill Puzzles (cobblehillpuzzles.com)

https://cobblehillpuzzles.com 📍 Industry: Ecommerce & Online Retail
11 BS / 100

Cobble Hill Puzzles is a high-substance, low-fluff ecommerce entity that relies on technical product specifications and artist attribution rather than marketing buzzwords. The BS score is exceptionally low due to the site’s refusal to use generic industry jargon and its commitment to specific, verifiable product details. It is a textbook example of a product-led store where the content proves the claim of quality through granular detail.

Info Density Power-words vs. Substance ratio.
3
10% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
3
15% BS
Commodity Fingerprint Detection of industry clichés/templates.
2
13% BS
Identity & Authority Expert verifiability & Schema depth.
3
20% BS

To reach a near-zero BS score, the company should integrate third-party review verification links (e.g., Trustpilot or Google Customer Reviews) to move beyond internal store reviews. Implementing Person schema for named artists and contributors would bridge the authority gap in structured data. Finally, replacing the generic language selector H2 tags with more descriptive navigation headers would clean up the technical hierarchy and further reduce the template footprint.

The website perfectly aligns with the Ecommerce and Online Retail category, specifically focusing on the niche of hobbyist jigsaw puzzles. The presence of SKU-level numbering, piece count specifications, and distinct collections like Puzzle Chess confirms a specialized retail identity.

“The score of 11 is driven primarily by minor penalties in Trust and Proof and Identity and Authority. Specifically, the reliance on internal reviews without external verification paths and the lack of structured Person schema for its named experts prevented a sub-10 score. The site is practically devoid of Information Density and Semantic Coherence issues.”

Verified Analysis Date: May 29, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation