Training Example: Flying Eye Books – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Media, News & Publishing
Generic Claims: trusted news source, unbiased reporting, the truth, delivered, journalism that matters…
Red Flags: no named editorial staff, sponsored content without clear labelling, no corrections or complaints policy, ownership and funding not disclosed…
Semantic Drift Patterns: claims editorial independence but content is sponsored, claims fact-checked but no corrections policy visible, homepage says investigative but content is aggregated wire stories, claims community voice but no local reporting staff…
Proof Expectations: named journalists and editorial staff, published editorial standards and ethics code, corrections and complaints policy, ownership and funding transparency…

Flying Eye Books

(https://flyingeyebooks.com) 📸 Data Snapshot: May 26, 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 Flying Eye Books – Home (https://flyingeyebooks.com)
Title

Flying Eye Books – Home

Meta

Home

H2 NEW RELEASES
H2 FROM THE BLOG
H2 JOIN OUR MAILING LIST
H2 INSTAGRAM
H3 Baby Kraken
H3 Hupo and the Doom Lagoon
H3 Hupo and the Wonder Thief (Paperback)
H3 Guess Who? In the Forest
H3 Guess Who? In the Desert
H3 Juniper Mae: Journey to the Levels Below
H3 See You Later…
H3 What Makes a Bird?: An Illustrated Guide to the Bird World
H3 The Lost Robot
H3 Skating Wilder
H3 My Very Own Space (Paperback)
H3 Detective Stanley and the Green Thumbed Thief
H3 Flying Eye Books Submission Guidelines and Advice
H3 Creating The Lost Robot: A Q&A with Joe Todd-Stanton
H3 Meet the creator… of See You Later… A Q&A with April Suddendorf!
H3 Flying Eye Books
H3 Content
H3 Other
H3 Social
H5 LOGIN
H5 Baby Kraken
H5 Hupo and the Doom Lagoon
H5 Hupo and the Wonder Thief (Paperback)
H5 Guess Who? In the Desert
H5 Guess Who? In the Forest
H5 See You Later…
H5 What Makes a Bird?: An Illustrated Guide to the Bird World
H5 Juniper Mae: Journey to the Levels Below
H5 Hilda and Twig: Hide From the Rain Eisner Winner
HEADING_REPEATED_BODY Baby Kraken – Flying Eye Books (https://flyingeyebooks.com/book/baby-kraken/)
Title

Baby Kraken – Flying Eye Books

Meta

Ollie is afraid of the sea – he just KNOWS it’s full of monsters! While playing in a little tide pool, he meets a baby octopus. They become friends, and..

H1 Baby Kraken
H2 You may also like…
H2 JOIN OUR MAILING LIST
H2 INSTAGRAM
H3 How Many Animals Can Fit in This Book?
H3 See You Later…
H3 Sunny and Stormy
H3 Flying Eye Books
H3 Content
H3 Other
H3 Social
H5 LOGIN
HEADING_REPEATED_BODY Hupo and the Doom Lagoon – Flying Eye Books (https://flyingeyebooks.com/book/hupo-and-the-doom-lagoon/)
Title

Hupo and the Doom Lagoon – Flying Eye Books

Meta

Join Hupo on another fantasy graphic novel for independent readers as he travels through the land of Yip, where his courage will be put to the ultimate test as he..

H1 Hupo and the Doom Lagoon
H2 You may also like…
H2 JOIN OUR MAILING LIST
H2 INSTAGRAM
H3 Hupo and the Wonder Thief
H3 Froggy: A Pond Full of Pals!
H3 Cactus Kid and the Battle for Star Rock Mountain
H3 Flying Eye Books
H3 Content
H3 Other
H3 Social
H5 LOGIN
HEADING_REPEATED_BODY Hupo and the Wonder Thief (Paperback) – Flying Eye Books (https://flyingeyebooks.com/book/hupo-and-the-wonder-thief-paperback/)
Title

Hupo and the Wonder Thief (Paperback) – Flying Eye Books

Meta

Hupo is on a mission to restore dreams and wonder to his home once again, before the Wallower destroys everything in this story about being yourself even if you’re told you’re..

H1 Hupo and the Wonder Thief (Paperback)
H2 You may also like…
H2 JOIN OUR MAILING LIST
H2 INSTAGRAM
H3 Cactus Kid and the Battle for Star Rock Mountain
H3 Froggy: A Pond Full of Pals!
H3 Hupo and the Wonder Thief
H3 Flying Eye Books
H3 Content
H3 Other
H3 Social
H5 LOGIN
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://flyingeyebooks.com) Flying Eye Books – Home
[H5] Baby Kraken
Ollie is afraid of the sea – he just KNOWS it’s full of monsters! While playing in a little tide pool, he meets a baby octopus. They become friends, and Ollie slowly learns that there was nothing to be scared of. After all, there are no giant monsters under the sea… are there?
[H5] Hupo and the Doom Lagoon
Join Hupo on another fantasy graphic novel for independent readers as he travels through the land of Yip, where his courage will be put to the ultimate test as he battles his very own worst fears…
[H5] Hupo and the Wonder Thief (Paperback)
Hupo is on a mission to restore dreams and wonder to his home once again, before the Wallower destroys everything in this story about being yourself even if you’re told you’re “too much” and finding joy in the darkest of places
[H5] Guess Who? In the Desert
Lift the flaps to reveal playful clues and then guess which animal is hiding behind them. Get ready for a journey filled with surprises and giggles! Can you guess who’s waiting to say hello?
[H5] Guess Who? In the Forest
Lift the flaps to reveal playful clues and then guess which animal is hiding behind them. Get ready for a journey filled with surprises and giggles! Can you guess who’s waiting to say hello?
[H5] See You Later…
See you later alligator…
Gary the alligator grows tired of his small, soggy swamp and decides a nearby human house would be far more comfortable and luxurious. How wrong he turns out to be!
[H5] What Makes a Bird?: An Illustrated Guide to the Bird World
An informative and engaging introduction to birds written by wildlife TV presenter and bird watcher, Nadeem Perera.
[H5] Juniper Mae: Journey to the Levels Below
Juniper Mae’s about to face her toughest challenge yet — and she’s going to find out just how far evil will go to discover her technological secrets!
[H5] Hilda and Twig: Hide From the Rain Eisner Winner
EISNER AWARD WINNER: Best Publication for Younger Readers
[H2] NEW RELEASES

[H3] Baby Kraken
Ani Manzanas

[H3] Hupo and the Doom Lagoon
Billy Partridge

[H3] Hupo and the Wonder Thief (Paperback)
Billy Partridge

[H3] Guess Who? In the Forest
Owen Davey

[H3] Guess Who? In the Desert
Owen Davey

[H3] Juniper Mae: Journey to the Levels Below
Tim Fraser, Sarah Soh

[H3] See You Later…
April Suddendorf

[H3] What Makes a Bird?: An Illustrated Guide to the Bird World
Montse Galbany, Nadeem Perera

[H3] The Lost Robot
Joe Todd-Stanton

[H3] Skating Wilder
Brandon Dumais, AJ Dungo

[H3] My Very Own Space (Paperback)
Pippa Goodhart, Rebecca Crane

[H3] Detective Stanley and the Green Thumbed Thief
Hannah Tunnicliffe, Erica Harrison
[H2] FROM THE BLOG

[H3] Flying Eye Books Submission Guidelines and Advice
We have asked our Co-Founder and Creative Director Sam Arthur to provide some advice for those of you considering making a submission. ? At Flying Eye we are always on..

[H3] Creating The Lost Robot: A Q&A with Joe Todd-Stanton
To celebrate the release of The Lost Robot, we sat down with author and illustrator Joe Todd-Stanton to learn all about his creative process. Click the link below to get..

[H3] Meet the creator… of See You Later… A Q&A with April Suddendorf!
To celebrate the release of See You Later… we got together with creator April Suddendorf, to chat all about illustration, storytelling, and everyone’s new favourite alligator! See You Later… is..
3438 chars
SUB-PAGE (https://flyingeyebooks.com/book/baby-kraken/) Baby Kraken – Flying Eye Books
[H1] Baby Kraken
Ani Manzanas

Description

Additional information

Ollie is afraid of the sea – he just KNOWS it’s full of monsters! While playing in a little tide pool, he meets a baby octopus. They become friends, and Ollie slowly learns that there was nothing to be scared of. After all, there are no giant monsters under the sea… are there?

Pages
32pp

Format
Paperback

ISBN
9781838743482

Age
0-3 Years 3-5 years

Books
Children's Books

Genre
Picture books

Tags
Picture Books

£8.99
Share
UK and Europe? Buy From:
waterstones bookshop.org UK US and Rest of the World? Buy From:
bookshop.org US penguin/randomhouse US/CN barnes & noble

[H2] You may also like…

[H3] How Many Animals Can Fit in This Book?
Natalia Yaskina
£8.99

[H3] See You Later…
April Suddendorf
£8.99

[H3] Sunny and Stormy
Sarah Holliday
£8.99

[H2] JOIN OUR MAILING LIST
[H2] INSTAGRAM
955 chars
SUB-PAGE (https://flyingeyebooks.com/book/hupo-and-the-doom-lagoon/) Hupo and the Doom Lagoon – Flying Eye Books
[H1] Hupo and the Doom Lagoon
Billy Partridge

Description

Additional information

Join Hupo on another fantasy graphic novel for independent readers as he travels through the land of Yip, where his courage will be put to the ultimate test as he battles his very own worst fears…
Hupo is off on an airship adventure, but this time he’s sharing the decks with Zimmy, a peculiar person who looks, sounds, and smells, just like Hupo! They make their way to the Doom Lagoons, a place where you can trap your worst fears below the waters so you never have to be scared again. But things don’t go to plan, and after hundreds of years of fear is released into Yip, it’s up to Hupo and the suspicious Zimmy to save everyone from the horrors of the Doom Lagoon!

Pages
64pp

Format
Paperback

ISBN
9781838742706

Age
7-9 years

Books
Children's Books

Genre
Comic Books Graphic Readers

Tags
Comic
graphic reader

£9.99
Share
UK and Europe? Buy From:
waterstones bookshop.org UK US and Rest of the World? Buy From:
bookshop.org US penguin/randomhouse US/CN barnes & noble

[H2] You may also like…

[H3] Hupo and the Wonder Thief
Billy Partridge
£12.99

[H3] Froggy: A Pond Full of Pals!
Paige Walshe
£9.99

[H3] Cactus Kid and the Battle for Star Rock Mountain
Emmanuel Guerrero
£10.99

[H2] JOIN OUR MAILING LIST
[H2] INSTAGRAM
1409 chars
SUB-PAGE (https://flyingeyebooks.com/book/hupo-and-the-wonder-thief-paperback/) Hupo and the Wonder Thief (Paperback) – Flying Eye Books
[H1] Hupo and the Wonder Thief (Paperback)
Billy Partridge

Description

Additional information

Hupo is on a mission to restore dreams and wonder to his home once again, before the Wallower destroys everything in this story about being yourself even if you’re told you’re “too much” and finding joy in the darkest of places
Hupo and the Aletha love to amble through the bustling streets of their city, talking to shopkeepers and recounting tales of their favourite adventurer, the Great Humdingo —much to the annoyance of everyone around them. But when mysterious, zombifying mists creep into town and the Aletha is captured by a sinister force in the mountains, Hupo’s on a mission to set everything to rights… But can he hold onto who he is when everything around him seems so terrible?
Creator Billy Partridge whisks us into his magical tale with whimsical artwork and a story about imagination, adventure, and courage to be yourself, even if you have a big personality.

Format
Paperback

ISBN
9781838744106

Age
7-9 years

Books
Children's Books

Genre
Comic Books Graphic Readers

Tags
graphic reader

£9.99
Share
UK and Europe? Buy From:
waterstones bookshop.org UK

[H2] You may also like…

[H3] Cactus Kid and the Battle for Star Rock Mountain
Emmanuel Guerrero
£10.99

[H3] Froggy: A Pond Full of Pals!
Paige Walshe
£9.99

[H3] Hupo and the Wonder Thief
Billy Partridge
£12.99

[H2] JOIN OUR MAILING LIST
[H2] INSTAGRAM
1511 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
19Review mentions (all pages)
7External proof links (all pages)
PageReviewsProof links
/ (home) 1 1
/book/baby-kraken/ 6 2
/book/hupo-and-the-doom-lagoon/ 6 2
/book/hupo-and-the-wonder-thief-paperback/ 6 2
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/book/baby-kraken/
{
    "@context": "https://schema.org/",
    "@type": "Product",
    "@id": "https://flyingeyebooks.com/book/baby-kraken/#product",
    "name": "Baby Kraken",
    "url": "https://flyingeyebooks.com/book/baby-kraken/",
    "description": "Ollie is afraid of the sea – he just KNOWS it’s full of monsters! While playing in a little tide pool, he meets a baby octopus. They become friends, and Ollie slowly learns that there was nothing to be scared of. After all, there are no giant monsters under the sea... are there?",
    "image": "https://flyingeyebooks.com/wp-content/uploads/2026/02/Baby-Kraken_US_Hires-1.jpg",
    "sku": 834489,
    "gtin": "9781838743482",
    "offers": [
        {
            "@type": "Offer",
            "priceSpecification": [
                {
                    "@type": "UnitPriceSpecification",
                    "price": "8.99",
                    "priceCurrency": "GBP",
                    "valueAddedTaxIncluded": true,
                    "validThrough": "2027-12-31"
                }
            ],
            "priceValidUntil": "2027-12-31",
            "availability": "https://schema.org/InStock",
            "url": "https://flyingeyebooks.com/book/baby-kraken/",
            "seller": {
                "@type": "Organization",
                "name": "Nobrow Press",
                "url": "https://flyingeyebooks.com"
            }
        }
    ]
}
/book/hupo-and-the-doom-lagoon/
{
    "@context": "https://schema.org/",
    "@type": "Product",
    "@id": "https://flyingeyebooks.com/book/hupo-and-the-doom-lagoon/#product",
    "name": "Hupo and the Doom Lagoon",
    "url": "https://flyingeyebooks.com/book/hupo-and-the-doom-lagoon/",
    "description": "Join Hupo on another fantasy graphic novel for independent readers as he travels through the land of Yip, where his courage will be put to the ultimate test as he battles his very own worst fears...\r\n\r\nHupo is off on an airship adventure, but this time he's sharing the decks with Zimmy, a peculiar person who looks, sounds, and smells, just like Hupo! They make their way to the Doom Lagoons, a place where you can trap your worst fears below the waters so you never have to be scared again. But things don't go to plan, and after hundreds of years of fear is released into Yip, it's up to Hupo and the suspicious Zimmy to save everyone from the horrors of the Doom Lagoon!",
    "image": "https://flyingeyebooks.com/wp-content/uploads/2026/02/Hupo-and-the-Doom-Lagoon_High-Res-1.jpg",
    "sku": 834495,
    "gtin": "9781838742706",
    "offers": [
        {
            "@type": "Offer",
            "priceSpecification": [
                {
                    "@type": "UnitPriceSpecification",
                    "price": "9.99",
                    "priceCurrency": "GBP",
                    "valueAddedTaxIncluded": true,
                    "validThrough": "2027-12-31"
                }
            ],
            "priceValidUntil": "2027-12-31",
            "availability": "https://schema.org/InStock",
            "url": "https://flyingeyebooks.com/book/hupo-and-the-doom-lagoon/",
            "seller": {
                "@type": "Organization",
                "name": "Nobrow Press",
                "url": "https://flyingeyebooks.com"
            }
        }
    ]
}
/book/hupo-and-the-wonder-thief-paperback/
{
    "@context": "https://schema.org/",
    "@type": "Product",
    "@id": "https://flyingeyebooks.com/book/hupo-and-the-wonder-thief-paperback/#product",
    "name": "Hupo and the Wonder Thief (Paperback)",
    "url": "https://flyingeyebooks.com/book/hupo-and-the-wonder-thief-paperback/",
    "description": "Hupo is on a mission to restore dreams and wonder to his home once again, before the Wallower destroys everything in this story about being yourself even if you're told you're \"too much\" and finding joy in the darkest of places\r\n\r\nHupo and the Aletha love to amble through the bustling streets of their city, talking to shopkeepers and recounting tales of their favourite adventurer, the Great Humdingo —much to the annoyance of everyone around them. But when mysterious, zombifying mists creep into town and the Aletha is captured by a sinister force in the mountains, Hupo’s on a mission to set everything to rights… But can he hold onto who he is when everything around him seems so terrible?\r\nCreator Billy Partridge whisks us into his magical tale with whimsical artwork and a story about imagination, adventure, and courage to be yourself, even if you have a big personality.",
    "image": "https://flyingeyebooks.com/wp-content/uploads/2026/02/Hupo-and-the-Wonder-Thief_cover.jpg",
    "sku": 834501,
    "gtin": "9781838744106",
    "offers": [
        {
            "@type": "Offer",
            "priceSpecification": [
                {
                    "@type": "UnitPriceSpecification",
                    "price": "9.99",
                    "priceCurrency": "GBP",
                    "valueAddedTaxIncluded": true,
                    "validThrough": "2027-12-31"
                }
            ],
            "priceValidUntil": "2027-12-31",
            "availability": "https://schema.org/InStock",
            "url": "https://flyingeyebooks.com/book/hupo-and-the-wonder-thief-paperback/",
            "seller": {
                "@type": "Organization",
                "name": "Nobrow Press",
                "url": "https://flyingeyebooks.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
Media, News & Publishing
34.7 Avg BS

Based on 830 businesses audited.

BS Detector

Media, News & Publishing BS: Flying Eye Books (flyingeyebooks.com)

https://flyingeyebooks.com 📍 Industry: Media, News & Publishing
11 BS / 100

This is a rare example of a ‘What You See Is What You Get’ digital storefront. The BS content is essentially non-existent, relegated only to mandatory newsletter and social media template blocks.

Info Density Power-words vs. Substance ratio.
2
7% 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.
4
27% BS
Identity & Authority Expert verifiability & Schema depth.
2
13% BS

Implement Person schema for authors and illustrators to bridge the minor authority gap between name-mentions and structured data. Add direct outbound links to official award citations when mentioning the Eisner Winner on the homepage. Include a dedicated ‘About Us’ page to disclose more details about the parent entity (Nobrow Press) to satisfy transparency requirements in the publishing industry.

The site is correctly categorized within Media and Publishing, specifically children’s book publishing. The content is entirely composed of tangible product data, author credits, and bibliographic information rather than the journalism-focused patterns in the industry dictionary.

“The score is driven primarily by the Commodity Fingerprint pillar (4 points) due to template repetition and the Trust and Proof pillar (3 points) for the lack of verified review links. The site scores near-perfectly in Semantic Coherence and Information Density, as it provides a data-rich, consistent user experience devoid of typical corporate fluff.”

Verified Analysis Date: May 26, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation