Training Example: William Gibson – 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…

William Gibson

(https://williamgibsonbooks.com) 📸 Data Snapshot: May 24, 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 William Gibson (https://williamgibsonbooks.com)
Title

William Gibson

Meta

William Gibson is the author of Neuromancer, Count Zero, Mona Lisa Overdrive, Burning Chrome, Virtual Light, Idoru, All Tomorrow’s Parties, Pattern Recognition, Spook Country, Zero History, Distrust That Particular Flavor, and The Peripheral.

H1 Other Books by William Gibson
H2 COMING SOON: Neuromancer: Deluxe Edition
H2 Neuromancer
H2 Agency
H2 The Peripheral
H2 Distrust That Particular Flavor
H2 Zero History
H2 The Difference Engine
H2 Spook Country
H2 Count Zero
H2 Pattern Recognition
H2 All Tomorrow's Parties
H2 Neuromancer
H2 Idoru
H2 Mona Lisa Overdrive
H2 Virtual Light
H2 Alien 3: The Unproduced Screenplay by William Gibson
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://williamgibsonbooks.com) William Gibson
Skip to main content
[IMG: William Gibson]
[IMG: Neuromancer: Deluxe Edition by William Gibson]
[H2] COMING SOON: Neuromancer: Deluxe Edition
This deluxe trade paperback edition of Neuromancer features stunning new cover art, art printed inside the front and back covers, and sprayed edges.Winner of the Hugo, Nebula, and Philip K. Dick Awards, Neuromancer is a science fiction masterpiece—a classic that ranks as one of the twentieth century’s most potent visions of the future.Case was the sharpest data-thief in the matrix—until he crossed the wrong people and they crippled his nervous system, banishing him from cyberspace. Now a mysterious new employer has recruited him for a last-chance run at an unthinkably powerful artificial intelligence. With a dead man riding shotgun and Molly, a mirror-eyed street-samurai, to watch his back, Case is ready for the adventure that upped the ante on an entire genre of fiction.Neuromancer was the first fully-realized glimpse of humankind’s digital future—a shocking vision that has challenged our assumptions about technology and ourselves, reinvented the way we speak and think, and forever altered the landscape of our imaginations.
[H3]
Available NowAmazonBarnes & NobleBooks A MillionBookshop.org
[H1] Other Books by William Gibson
[IMG: Neuromancer by William Gibson, Neil Gaiman]
[H2] Neuromancer
AmazonBarnes & NobleBooks A MillionBookshop.orgTargetWalmart
[IMG: Agency by William Gibson]
[H2] Agency
AmazonBarnes & NobleBooks A MillionBookshop.orgAudibleApple BooksGoogle Play
[IMG: The Peripheral by William Gibson]
[H2] The Peripheral
AmazonBarnes & NobleBooks A MillionBookshop.orgAudibleApple BooksGoogle Play
[IMG: Distrust That Particular Flavor by William Gibson]
[H2] Distrust That Particular Flavor
AmazonBarnes & NobleBooks A MillionBookshop.orgApple BooksGoogle Play
[IMG: Zero History by William Gibson]
[H2] Zero History
AmazonBarnes & NobleBooks A MillionBookshop.orgAudibleApple BooksGoogle Play
[IMG: The Difference Engine by William Gibson, Bruce Sterling]
[H2] The Difference Engine
AmazonBarnes & NobleBooks A MillionBookshop.orgApple BooksGoogle Play
[IMG: Spook Country by William Gibson]
[H2] Spook Country
AmazonBarnes & NobleBooks A MillionBookshop.orgAudibleApple BooksGoogle Play
[IMG: Count Zero by William Gibson]
[H2] Count Zero
AmazonBarnes & NobleBooks A MillionBookshop.orgApple BooksGoogle Play
[IMG: Pattern Recognition by William Gibson]
[H2] Pattern Recognition
AmazonBarnes & NobleBooks A MillionBookshop.orgApple BooksGoogle Play
[IMG: All Tomorrow]
[H2] All Tomorrow's Parties
AmazonBarnes & NobleBooks A MillionBookshop.orgApple BooksGoogle Play
[IMG: Neuromancer by William Gibson]
[H2] Neuromancer
AmazonBarnes & NobleBooks A MillionBookshop.orgAudibleApple BooksGoogle Play
[IMG: Idoru by William Gibson]
[H2] Idoru
AmazonBarnes & NobleBooks A MillionBookshop.orgApple BooksGoogle Play
[IMG: Mona Lisa Overdrive by William Gibson]
[H2] Mona Lisa Overdrive
AmazonBarnes & NobleBooks A MillionBookshop.orgApple BooksGoogle Play
[IMG: Virtual Light by William Gibson]
[H2] Virtual Light
AmazonBarnes & NobleBooks A MillionBookshop.orgApple BooksGoogle Play
[IMG: Alien 3: The Unproduced Screenplay by William Gibson by Pat Cadigan, William Gibson]
[H2] Alien 3: The Unproduced Screenplay by William Gibson
AmazonBarnes & NobleBooks A MillionBookshop.orgApple BooksGoogle Play
[IMG: Archangel by William Gibson]
[H1] Archangel
The political leaders of 2016 have destroyed the world. Now they want a bright new reality to corrupt.To do it, they’ll abuse the power of humanity’s last hope: the Splitter, a colossal machine that will allow them to travel back into the past to entrench their hold on the future. With his characteristic grim sarcasm and militaristic pragmatism, Gibson leads us from the toxic environs of the present to war-torn 1945 Berlin, where RAF officer Naomi Givens will persevere against inconceivable, ruthless future forces, with the fates of epochs at stake.Buy Now
[IMG: William Gibson]
Photo: © Michael O’Shea
[H2]
About William GibsonWilliam Gibson is credited with having coined the term "cyberspace" and having envisioned both the Internet and virtual reality before either existed. He is the author of Neuromancer, Count Zero, Mona Lisa Overdrive, Burning Chrome, Virtual Light, Idoru, All Tomorrow's Parties, Pattern Recognition, Spook Country, Zero History, Distrust That Particular Flavor, and The Peripheral. He lives in Vancouver, British Columbia, with his wife.
[H1] Contact
Publicity:Craig Burke, Berkley/Penguin Random Housecrburke@prh.comBook Rights:Flip Brophy, Sterling Lord Literistic, Inc.flip@sll.comFilm/TV:Ron Bernstein, Independent Artist Grouprbernstein@independentartistgroup.comPlease Note: Scammers are impersonating William Gibson online, using his name to falsely claim that he’s interested in mentoring or giving advice to other writers. Please be cautious. Often, the goal of these scams is to steal money, intellectual property such as a manuscript, and/or valuable personal information. If you have concerns about the legitimacy of an email claiming a connection to William Gibson or Penguin Random House, please contact fraud@penguinrandomhouse.com or visit https://www.prh.com/prh-fraud/ for more resources on publishing scams.
[H1] News and Links
Latest News:William Gibson Stays Rooted in Reality to Write Realistic Fiction (The Boston Globe)William Gibson’s Time-Twisting “Agency” Imagines a Trump-Less Present (LA Times)Interview: The Darkness Where the Future Should Be (The New York Times)Sci-Fi Novelist William Gibson on the Invention of the Term “Cyberspace” and How AI Could Be Truly Intelligent (Time)An “App Whisperer” Teams Up With Time Travelers in William Gibson’s “Agency” (The Washington Post)William Gibson’s “Agency” Goes Further Into the Future and Deeper Into the Present (Boston Globe)For William Gibson, Seeing the Future Is Easy. But the Past? (The New York Times)How William Gibson Keeps His Science Fiction Real (The New Yorker)Amazon Greenlights ‘The Peripheral’ with Lisa Joy, Jonathan Nolan Producing (Variety)Jonathan Nolan and Lisa Joy’s ‘The Peripheral’ Picked Up To Series By Amazon (Deadline)‘Westworld’ Creators’ Futuristic Drama ‘The Peripheral’ Gets Amazon Pickup (The Hollywood Reporter)William Gibson’s ‘The Peripheral’ Adaptation in the Works at Amazon From Jonathan Nolan, Lisa Joy (Variety)Westworld creators turning sci-fi novel The Peripheral into Amazon series (Entertainment Weekly)‘Neuromancer’ to be Adapted Into a Feature Film, Helmed by ‘Deadpool’s Tim Miller (Deadline)Essays/Interviews/EtceteraOn Collecting:www.wired.com/wired/archive/7.01/ebay.htmlWired article on e-bayOn Digital Video:www.wired.com/wired/archive/7.10/gibson.htmlWired article on Digital Film technologyOn Japan:www.wired.com/wired/archive/9.09/gibson.html“My Own Private Tokyo” in WiredSci-Fi Writer William Gibson Reimagines the World After the 2016 Election (New York Times)William Gibson changed his upcoming sci-fi novel after the results of the presidential election (The Verge)William Gibson Writes the Future (GQ)Back to top
7176 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
27Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 27 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — 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
Media, News & Publishing
34.7 Avg BS

Based on 830 businesses audited.

BS Detector

Media, News & Publishing BS: William Gibson (williamgibsonbooks.com)

https://williamgibsonbooks.com 📍 Industry: Media, News & Publishing
13 BS / 100

A rare example of substantive, low-BS publishing. The site functions as a high-utility directory that relies entirely on the strength of the author’s work and third-party validation, with the only detectable ‘bullshit’ being a failure to maintain technical SEO standards and temporal accuracy in banners.

Info Density Power-words vs. Substance ratio.
1
3% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
2
10% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
5
25% BS
Commodity Fingerprint Detection of industry clichés/templates.
0
0% BS
Identity & Authority Expert verifiability & Schema depth.
5
33% BS

Remove the ‘COMING SOON’ status from the Neuromancer Deluxe Edition heading as it is no longer current by May 2026. Implement JSON-LD Person and CreativeWork schema to provide search engines with a verified digital footprint of the author’s authority. Reorganize the heading hierarchy so that H1 tags precede H2 book titles for better semantic structure. Update the ‘News and Links’ section with content from 2025 and 2026 to avoid a ‘stale’ archive perception.

The site represents the ‘Publishing’ segment of the Media, News & Publishing industry. While it lacks the newsroom-specific attributes (like editorial standards or subscriber engagement metrics) found in the pattern dictionary, it functions correctly as an authoritative hub for an author’s bibliography and press coverage.

“The score of 13 is driven primarily by technical metadata omissions (Step 5) and the mechanical application of trust theatre penalties due to the presence of reviews without verified tool-indexed proof links (Step 3). The core content is almost entirely free of industry jargon or unsubstantiated claims.”

Verified Analysis Date: May 24, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
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