Training Example: AMERICAN HERITAGE – 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…

AMERICAN HERITAGE

(https://americanheritage.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 AMERICAN HERITAGE (https://americanheritage.com)
Title

AMERICAN HERITAGE

Meta

The leading magazine of American history for 75 years, American Heritage is trusted for unbiased writing by respected historians. Browse 12,000 essays by 2,000 authors.

H1 ABOUT AMERICAN HERITAGE
H2 SEARCH 75 YEARS OF ESSAYS!
H2 Dolley Madison’s World
H2 Lincoln's Illegal Arrests
H2 Woodrow Wilson Reconsidered
H2 The Banker Who Helped Fund the Revolution
H2 When “Persophilia" Swept America
H2 America's First Bid for Greenland
H2 Featured Essays
H2 America 250!
H2 Classic Essays from the Archives
H2 SUPPORT AMERICAN HERITAGE BY BUYING A NEW EBOOK!
H2 NEW ISSUE
H2 Recent Contributors
H2 Today in History
H2 Articles on Popular Subjects
H2 FIND US ON SOCIAL MEDIA
H2 Footer menu links
H3 “The Die is Now Cast” | November/December 2024, Vol 69, No 5
H3 John Dickinson: Forgotten Founder | Fall 2025, Vol 70, No 4
H3 Discovered: First Maps of the American Revolution  | Spring 2025, Vol 70, No 2
H3 The Forgotten Battle of Menotomy | Spring 2025, Vol 70, No 2
H3 They Turned the World Upside Down | Winter 2026, Vol 71, No 1
H3 Herbert Hoover Describes the Ordeal of Woodrow Wilson | June 1958, Vol 9, No 4
H3 The Hawthornes In Paradise | December 1958, Summer 2025, Vol 10, No 1
H3 "The Sparck of Rebellion" | Winter 2010, Summer 2025, Vol 59, No 4
NAV_HEADER_REPEATED Books from American Heritage | AMERICAN HERITAGE (https://americanheritage.com/books-from-american-heritage/)
Title

Books from American Heritage | AMERICAN HERITAGE

Meta

American Heritage has recently digitized, updated, and reissued many of its outstanding classics, and has published new titles. Your purchase of these competitively priced books helps supports this website.

H1 Books from American Heritage
H2 SEARCH 75 YEARS OF ESSAYS!
H2 Breadcrumb
H2 About American Heritage
H2 FIND US ON SOCIAL MEDIA
H2 Footer menu links
H4 Help us keep telling the story of America.
NAV_HEADER_REPEATED Historic Sites | AMERICAN HERITAGE (https://americanheritage.com/historic-sites/)
Title

Historic Sites | AMERICAN HERITAGE

Meta

Historic sites from American Heritage, And browse 7,000 trusted articles from 72 years of publication, info on 4,000 historic sites, and much more!

H1 Historic Sites
H2 SEARCH 75 YEARS OF ESSAYS!
H2 Breadcrumb
H2 Browse Site
H2 About American Heritage
H2 FIND US ON SOCIAL MEDIA
H2 Footer menu links
H4 Pagination
H4 Help us keep telling the story of America.
NAV_HEADER_HEADING_REPEATED Search | AMERICAN HERITAGE (https://americanheritage.com/search/node/)
Title

Search | AMERICAN HERITAGE

Meta

American Heritage has been the leading magazine of American history for 75 years, trusted for its unbiased, authoritative writing by leading historians and writers.

H1 Search
H2 SEARCH 75 YEARS OF ESSAYS!
H2 Breadcrumb
H2 Primary tabs
H2 About American Heritage
H2 FIND US ON SOCIAL MEDIA
H2 Footer menu links
H3 Limit results to:
H3 Your search yielded no results.
H4 Help us keep telling the story of America.
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://americanheritage.com) AMERICAN HERITAGE
[IMG: dolley madison]
[H2] Dolley Madison’s World
By
Catherine Allgor

[IMG: Lincoln Arrests]
[H2] Lincoln's Illegal Arrests
By
Joseph Connor

[IMG: Woodrow Wilson]
[H2] Woodrow Wilson Reconsidered
By
Christopher Cox

[IMG: banker revolution]
[H2] The Banker Who Helped Fund the Revolution
By
Richard Vague

[IMG: Iran and the U.S.]
[H2] When “Persophilia" Swept America
By
John Ghazvinian

[IMG: greenland]
[H2] America's First Bid for Greenland
By
Mark Kawar

[H2] Featured Essays

Dolley Madison’s Worldby Catherine AllgorBy organizing weekly gatherings of political leaders and citizens, she proved democracy works best when rivals see one another as human beings.
America's First Bid for Greenlandby Mark KawarWilliam Seward's 1868 attempt to acquire the Danish territory was the country's first, but not the last.
Was This the First Reported UFO?by Mike BezemekA private pilot named Kenneth Arnold kicked off a worldwide craze when he claimed he saw a string of shiny saucers fly past Mount Rainier in 1947.
The Banker Who Helped Fund the Revolutionby Richard VagueWhile Robert Morris is remembered as the "financier of the Revolution," his partner and former boss, Thomas Willing, has been lost to history despite his own contributions to early American business and finance.

[H2] America 250!

[H3] “The Die is Now Cast” | November/December 2024, Vol 69, No 5
By Joseph J. EllisAmerican resistance to British authority developed with stunning speed 250 years ago in response to George III’s inflexibility.

[IMG: john lamb]

[H3] John Dickinson: Forgotten Founder | Fall 2025, Vol 70, No 4
By Jane E. CalvertDickinson played a pivotal role in our Nation’s founding, from the Stamp Act to ratifying the Constitution, but his contributions are largely forgotten by history.

[IMG: dickinson farmer]

[H3] Discovered: First Maps of the American Revolution  | Spring 2025, Vol 70, No 2
By Edwin S. GrosvenorPreviously unknown, a map drawn by Lord Percy, the British commander at Lexington, sheds new light on the perilous retreat to Boston 250 years ago this month.

[IMG: first maps]

[H3] The Forgotten Battle of Menotomy | Spring 2025, Vol 70, No 2
By Michael RudermanOvershadowed in memory by Lexington and Concord, the Massachusetts town of Menotomy saw the most violent and deadly fighting on April 19, 1775.

[IMG: menotomy]

[H3] They Turned the World Upside Down | Winter 2026, Vol 71, No 1
By Richard BellAmerican patriots began a conflict that spread around the globe.

[IMG: declaration]

[H2] Classic Essays from the Archives

[H3] Herbert Hoover Describes the Ordeal of Woodrow Wilson | June 1958, Vol 9, No 4
By Herbert HooverThe great tragedy of the twenty-eighth President as witnessed by his loyal lieutenant, the thirty-first.

[IMG: woodrow wilson]

[H3] The Hawthornes In Paradise | December 1958, Summer 2025, Vol 10, No 1
By Malcolm CowleyNathaniel was poor and sunk in his solitude; Sophia seemed a hopeless invalid, but a late-flower love gave them at last “a perfect Eden.”

[IMG: Hawthorne Peabody]

[H3] "The Sparck of Rebellion" | Winter 2010, Summer 2025, Vol 59, No 4
By Douglas BrinkleyBadly disguised as Indians, a rowdy group of patriotic vandals kicked a revolution into motion.

[IMG: boston tea party]

[H2] SUPPORT AMERICAN HERITAGE BY BUYING A NEW EBOOK!

© Copyright 1949-2025 American Heritage Publishing Co. All Rights Reserved. To license content, please contact licenses [at] americanheritage.com.

AMERICAN HERITAGE
Trusted Writing on History, Travel, and American Culture Since 1949
3707 chars
SUB-PAGE (https://americanheritage.com/books-from-american-heritage/) Books from American Heritage | AMERICAN HERITAGE
[H1] Books from American Heritage

[H4] Help us keep telling the story of America.
Now in its 75th year, American Heritage relies on contributions from readers like you to survive. You can support this magazine of trusted historical writing and the volunteers that sustain it by donating today.
Donate

© Copyright 1949-2025 American Heritage Publishing Co. All Rights Reserved. To license content, please contact licenses [at] americanheritage.com.

AMERICAN HERITAGE
Trusted Writing on History, Travel, and American Culture Since 1949
1012 chars
SUB-PAGE (https://americanheritage.com/historic-sites/) Historic Sites | AMERICAN HERITAGE
[H1] Historic Sites

[IMG: 1932 & 1980 Lake Placid Winter Olympic Museum]
1932 & 1980 Lake Placid Winter Olympic Museum Lake Placid, New York
The Whiteface Lake Placid Olympic Center offers a museum to record the historic events

[IMG: 20th Century Technology Museum]
20th Century Technology Museum Wharton, Texas
Exhibits featuring technological developments such as electronic media, home appliances

[IMG: 45th Infantry Division Museum]
45th Infantry Division Museum Oklahoma City, Oklahoma
The 45th Infantry Division Museum is the nation's largest museum depicting the military

[IMG: 5th Maine Regiment Museum]
5th Maine Regiment Museum Peaks Island, Maine
This museum is a civil war memorial and a cultural center in Peaks Island, Maine.

[IMG: A. Schwab Dry Goods Store]
A. Schwab Dry Goods Store Memphis, Tennessee
The store's family motto is, "If you can't find it at A.

[IMG: A.J. Seay Home]
A.J. Seay Home Kingfisher, Oklahoma

[IMG: A.P. Carter Museum And Birthplace]
A.P. Carter Museum And Birthplace Hiltons, Virginia
The personal collections of Virginia country music pioneer A.P.

[IMG: A.W. Perry Homestead Museum]
A.W. Perry Homestead Museum Carrollton, Texas
Visitors can catch a glimpse of life as it was in north central Texas at the turn of th

[IMG: Abbeville Cultural Museum]
Abbeville Cultural Museum Abbeville, Louisiana
This center brings together the vast art and culture of the Abbeville area.

[IMG: Abbot Spalding House Museum]
Abbot Spalding House Museum Nashua, New Hampshire
The Federal Revival style Abbot-Spalding House was the home to a succession of prominen

[IMG: Abraham Lincoln Birthplace National Historical Park]
Abraham Lincoln Birthplace National Historical Park Hodgenville, Kentucky
Visitors come here to catch a glimpse into the formative years of Abraham Lincoln, the

[IMG: Abraham Lincoln Library & Museum]
Abraham Lincoln Library & Museum Harrogate, Tennessee
Located on the beautiful campus of Lincoln Memorial University in Harrogate, Tennessee,

[IMG: Abraham Lincoln Presidential Library & Museum]
Abraham Lincoln Presidential Library & Museum Springfield, Illinois
The Illinois State Historical Library was created in 1889 by the Illinois General Assem

[IMG: Abram]
Abram's Delight Museum Winchester, Virginia
The oldest house in Winchester, this stone building is a wonderful example of early set

[IMG: Acadia National Park]
Acadia National Park Bar Harbor, Maine
People have been drawn to the rugged coast of Maine throughout history.

[IMG: Acadian Village]
Acadian Village Van Buren, Maine
The Acadians were people from France who settled on Acadia, now known as Nova Scotia, i

[IMG: Ackland Art Museum]
Ackland Art Museum Chapel Hill, North Carolina
The Ackland Art Museum was founded through the bequest of William Hayes Ackland (1855-1

[IMG: Acorn Hall]
Acorn Hall Morristown, New Jersey
Headquarters of the Morris County Historical Society are located at this historic, Vict

[IMG: Adaland Mansion]
Adaland Mansion Philippi, West Virginia
An elegant 1850s plantation home restored to give visitors an authentic picture of 19th

[IMG: Adam Thoroughgood House]
Adam Thoroughgood House Virginia Beach, Virginia
The most surprising aspect of this very old house for today's visitors is its size--it

[IMG: Adams County Historical Society]
Adams County Historical Society Gettysburg, Pennsylvania
The society manages a museum in Shmucker Hall of the Luthern Theological Seminary, whic

[IMG: Adams Museum And House]
Adams Museum And House Deadwood, South Dakota
In 1930 pioneer businessman W.E.

[IMG: Adams National Historical Park]
Adams National Historical Park Quincy, Massachusetts
The park is comprised of 13 acres, 11 buildings and a collection comprising approximate

[IMG: Adkins Historic & Museum Complex]
Adkins Historic & Museum Complex Mardela Springs, Maryland
Eight historic buildings, including a farmhouse, comprise the Adkins Museum Complex

[IMG: Adsmore House And Gardens]
Adsmore House And Gardens Princeton, Kentucky
Visitors are invited to tour the home which reflects the era of top hats and fans, grap

[IMG: African American Museum And Library]
African American Museum And Library Oakland, California
The second floor museum regularly hosts traveling and original exhibitions that highlig

[IMG: African American Museum In Philadelphia]
African American Museum In Philadelphia Philadelphia, Pennsylvania
The first institution built by a major U.S.

[IMG: African Burial Ground National Monument]
African Burial Ground National Monument New York, New York
From the 1690s until the 1790s, both free and enslaved Africans were buried in a 6.6 ac

[IMG: Afroamerican Cultural Center]
Afroamerican Cultural Center Charlotte, North Carolina
The Afro-American Cultural Center (AACC) of Charlotte is a distinguished, 33-year old i

[IMG: Afton Villa Gardens]
Afton Villa Gardens St. Francisville, Louisiana
The 140 acres of rolling countryside which house the gardens include a mile and a half

[H4] Help us keep telling the story of America.
Now in its 75th year, American Heritage relies on contributions from readers like you to survive. You can support this magazine of trusted historical writing and the volunteers that sustain it by donating today.
Donate

© Copyright 1949-2025 American Heritage Publishing Co. All Rights Reserved. To license content, please contact licenses [at] americanheritage.com.

AMERICAN HERITAGE
Trusted Writing on History, Travel, and American Culture Since 1949
5736 chars
SUB-PAGE · THIN (https://americanheritage.com/search/node/) Search | AMERICAN HERITAGE
[H1] Search

[H3] Limit results to:

All

Magazine Articles

Historic Sites

News

Basic Page

Press Release

Recipes

Stories (Web Only)

[H3] Your search yielded no results.

[H4] Help us keep telling the story of America.
Now in its 75th year, American Heritage relies on contributions from readers like you to survive. You can support this magazine of trusted historical writing and the volunteers that sustain it by donating today.
Donate

© Copyright 1949-2025 American Heritage Publishing Co. All Rights Reserved. To license content, please contact licenses [at] americanheritage.com.

AMERICAN HERITAGE
Trusted Writing on History, Travel, and American Culture Since 1949
778 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
0Review mentions (all pages)
8External proof links (all pages)
PageReviewsProof links
/ (home) 0 2
/books-from-american-heritage/ 0 2
/historic-sites/ 0 2
/search/node/ 0 2
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/books-from-american-heritage/ — no schema detected (entity gap)
/historic-sites/ — no schema detected (entity gap)
/search/node/ — 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: AMERICAN HERITAGE (americanheritage.com)

https://americanheritage.com 📍 Industry: Media, News & Publishing
17 BS / 100

American Heritage is a high-substance, low-bullshit entity that functions as a legitimate digital archive. It avoids the typical traps of modern publishing—clickbait and trust theatre—in favor of a dense, author-driven content strategy. Its only weakness is a lack of modern structured data to programmatically prove the authority of its contributors.

Info Density Power-words vs. Substance ratio.
4
13% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
4
20% BS
Commodity Fingerprint Detection of industry clichés/templates.
4
27% BS
Identity & Authority Expert verifiability & Schema depth.
5
33% BS

Implement JSON-LD Person schema for all 2,000+ contributors to connect their digital footprints and increase authority scores. Add an ‘Editorial Standards’ page that explicitly details the fact-checking and source verification process mentioned in the industry dictionary. Replace the ‘unbiased writing’ generic claim with links to external citations or journalism awards. Update the meta_description to include specific 2026 milestones to maintain temporal relevance.

The site perfectly aligns with the Media, News & Publishing category, specifically within the historical and educational sub-sector. The content is primarily composed of long-form essays, archival materials, and a database of historical locations, which validates its claim as a 75-year-old publication.

“The low score of 17 is driven primarily by the high information density and lack of semantic drift. Minor points were added for the technical absence of schema (Identity/Authority) and the use of common publishing cliches (Commodity Fingerprint). This site ranks as Minimal BS.”

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