Training Example: National Endowment for the Humanities – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Government, Municipal & Public Sector
Generic Claims: serving our community, committed to transparency, working for you, building a better future for all…
Red Flags: no published financial data, no meeting minutes or decision records, contact information that leads to dead ends, claims of transparency without published data…
Semantic Drift Patterns: homepage claims digital-first but most services require in-person visits, transparency commitment but no meeting minutes published, citizen engagement language but no consultation mechanisms, claims efficiency but service pages show bureaucratic processes…
Proof Expectations: published budgets and financial statements, council meeting minutes and agendas, performance metrics and service delivery data, FOI response rates and timelines…

National Endowment for the Humanities

(https://neh.gov) 📸 Data Snapshot: May 30, 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 National Endowment for the Humanities (https://neh.gov)
Title

National Endowment for the Humanities

H2 NEH is an independent federal agency that supports the humanities in every state and U.S. jurisdiction. 
H2 Explore NEH Funding Opportunities
H2 America’s 250th Anniversary
H2 Latest News at NEH
H2 graphic for American Heroes Student Art Contest
H2 NEH Funding by the Numbers
H2 About NEH
H2 interior Strong
H2 60 years graphic.png
H2 NEH's 60th Anniversary
H3 Featured Projects
H3 Sign up for NEH updates
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER "A More Perfect Union" | National Endowment for the Humanities (https://neh.gov/250/)
Title

"A More Perfect Union" | National Endowment for the Humanities

H1 A More Perfect Union: Exploring America’s Story and Celebrating Its 250 Years of Cultural Heritage
H2 NEH’s Role in Planning the Nation’s 250th Anniversary
H2 Featured NEH-Supported Projects
H2 National Opportunities through America250
H2 News and Updates
H3 Sign up for NEH updates
NAV_HEADER_REPEATED_FOOTER Open Government and Open Data | National Endowment for the Humanities (https://neh.gov/open/)
Title

Open Government and Open Data | National Endowment for the Humanities

H1 Open Government and Open Data
H3 About
H3 High-value datasets from NEH
H3 Additional information about NEH
H3 Provide feedback to NEH
H3 Sign up for NEH updates
NAV_HEADER_HEADING_REPEATED_BODY Grants | National Endowment for the Humanities (https://neh.gov/grants/)
Title

Grants | National Endowment for the Humanities

H1 Grants
H2 Match Your Project to a Grant Program
H3 Grants
H3 Upcoming Application Deadlines
H3 Featured Projects
H3 Find Funding Opportunities for…
H3 Sign up for NEH updates
H4 Celebrate America!  Chairman’s Grants in Honor of America’s 250th Anniversary 
H4 Save America's Treasures
H4 Media Projects
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://neh.gov) National Endowment for the Humanities
rgba(245,245,245,1)

[IMG: 48-State Quilt from the Smithsonian American Art Museum and its Renwick Gallery]

[H2] NEH is an independent federal agency that supports the humanities in every state and U.S. jurisdiction.
Since 1965, NEH has awarded over $6 billion to support museums, historic sites, universities, teachers, libraries, documentary filmmakers, public TV and radio stations, research institutions, scholars, and local humanities programming.

[H2] Explore NEH Funding Opportunities
NEH offers dozens of funding opportunities to support research, education, preservation, capacity building, and public programming in the humanities. Find and apply for NEH grant programs here.
[H2] America’s 250th Anniversary

[H2]
NEH's special initiative, “A More Perfect Union,” leverages the humanities to advance civics education and promote a deeper understanding of the history and culture of the United States.

Explore More

[IMG: A More Perfect Union logo]

[H2] Latest News at NEH

[H2] graphic for American Heroes Student Art Contest

[IMG: graphic for art contest including Washington Crossing Delaware]

Press Release

NEH Partners with Freedom 250 to Sponsor a National Student Art Competition on American Heroes

May 7, 2026

[IMG: images of books, school chairs, NEH logo]

Press Release

NEH Announces Funding Opportunity to Enhance the Teaching of Western Civilization, American History, and Civics

April 21, 2026

[IMG: headshot of Bill English next to American flag]

Press Release

William English Appointed Acting NEH Chairman

April 21, 2026

[H2] NEH Funding by the Numbers
Over $6.4 billion in funding since 196570,000+ projects in all 50 states and U.S. jurisdictions9,000+ books including 20 Pulitzer Prize-winning books500+ film and radio programs including 6 Oscar nominees and 30 Peabody award and 27 Emmy award winnersCollected papers of 12 U.S. presidents, and of figures such as Mark Twain, Thomas Edison, Willa Cather, Martin Luther King Jr., and Ernest Hemingway

[H3] Featured Projects

[IMG: George Washington portrait by Augustus Weidenbach.]

The Papers of George Washington

[IMG: Thumbnail]

Mark Twain Project

[IMG: Black and white image of Flannery O]

Flannery: The Storied Life of the Writer from Georgia

[H2] About NEH
NEH is the nation's largest public funder of the humanities, which include history, philosophy, literature, language, ethics, law, archaeology, political theory, comparative religion, anthropology, sociology, and media and cultural studies. Explore NEH's national impact.

[H2] interior Strong

[IMG: interior of the strong museum]

[H2] 60 years graphic.png

[IMG: NEH graphic of funded projects]

[H2] NEH's 60th Anniversary
Created on September 29, 1965, by an act of Congress that states “Democracy demands wisdom and vision in its citizens,” the National Endowment for the Humanities (NEH) this year celebrates 60 years of advancing history, literature, philosophy, languages, and other humanities fields.

Browse a selection of NEH projects past and present
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SUB-PAGE (https://neh.gov/250/) "A More Perfect Union" | National Endowment for the Humanities
[H1] A More Perfect Union: Exploring America’s Story and Celebrating Its 250 Years of Cultural Heritage

[IMG: A More Perfect Union logo]

On July 4, 2026, America will commemorate the 250th anniversary of the signing of the Declaration of Independence and the nation’s principles of equality, liberty, and government by consent of the governed. This historic milestone is an opportunity for Americans to reflect on the nation’s past, honor the contributions of all Americans, celebrate the nation’s rich cultural heritage, and look toward its next 250 years – it is an opportunity that calls for the humanities.Accordingly, in 2019, NEH launched "A More Perfect Union." This special initiative leverages the humanities to promote a deeper understanding of America’s history and culture, advance civics education and knowledge of the nation’s core principles of government, and preserve and provide access to the nation’s heritage.Through "A More Perfect Union", NEH funds humanities projects that:Engage the public in American historyPreserve and provide access to the nation’s heritageBuild secure and sustainable cultural resources for future generationsStrengthen teaching and learning about American historyAdvance scholarly research on American historyLeverage technology to explore America’s pastSince the launch of "A More Perfect Union", NEH has awarded more than $85 million to support scholarly research, educational resources, and public humanities in all 50 U.S. states and six jurisdictions. We encourage you to join us in celebrating 250 years of America’s culture, heritage, and history by discovering NEH-supported humanities projects.NEH is an ex officio member of the U.S. Semiquincentennial Commission, created by Congress to commemorate our nation's founding.

[H2] NEH’s Role in Planning the Nation’s 250th Anniversary

[IMG: US flag with fireworks]
Photo caption

U.S. Army photo, GPA Photo Archive

Photo caption

U.S. Army photo, GPA Photo Archive

Celebrate America! Grant Opportunity

[IMG: NEH’s Role in Planning the Nation’s 250th Anniversary]

Executive Order on Celebrating America’s 250th Birthday

[IMG: graphic for art contest including Washington Crossing Delaware]

American Heroes Student Art Contest

[IMG: NEH’s A More Perfect Union Press Release]

NEH’s A More Perfect Union Press Release

[IMG: Rebels of]

Rediscovering Our Revolutionary Tradition

[IMG: Visitors view the Star-Spangled Banner]

Photo caption

Visitors view the Star-Spangled Banner
National Museum of American History, Smithsonian Institution

Public Humanities Projects on American Excellence

[IMG: image flag and We the People]

Photo caption

iStock

Public Impact Projects Celebrating America’s 250th Anniversary

[IMG: U.S. Semiquincentennial Commission]

U.S. Semiquincentennial Commission

[IMG: WH panel seated]

Photo caption

White House Photography Office

Arts and Culture Summit for America's 250th Anniversary

[H2] Featured NEH-Supported Projects

[IMG: Chronicling America]

Chronicling America: Historic American Newspapers

[IMG: photo of museum exhibition The Declaration]

Photo caption

courtesy Museum of the American Revolution

The Declaration's Journey

[IMG: Making History at 250]

Making History at 250: The Field Guide for the Semiquincentennial

[IMG: The Presidents]

The Presidents

[IMG: photo APS exhibition These Truths: The Declarations of Independence]

Photo caption

American Philosophical Society

These Truths: The Declarations of Independence

[IMG: Artist rendering of the Menokin Glass House Project. It shows the original building along with glass walls to enclose it.]

The Glass House Project

[H2] National Opportunities through America250

[H2]
America’s Field Trip is a multi-year contest that invites students in grades 3-12 to submit artwork and essays, answering the question, “What does America mean to you?” for the chance to earn unique experiences at iconic American historical and cultural sites. The program is provided by America250, a nonpartisan initiative working to engage every American in commemorating the 250th anniversary of the nation.

AMERICA’S FIELD TRIP

[IMG: America]

[H2] News and Updates

Press Release

NEH Announces $75.1 Million for 84 Humanities Projects

January 15, 2026

Press Release

NEH Announces Funding Opportunity for Museums and Historic Sites on the History of American Excellence

July 23, 2025

Press Release

NEH Announces New Grant Program for Cultural Organizations on the People, Events, and Legacy of 1776

May 16, 2025

Press Release

NEH Announces New Grant Program to Enhance Access to Original Documents of America’s Founding and Government

June 16, 2025

Press Release

NEH Announces Grant Opportunity to Create Statues of Iconic Americans for the National Garden of American Heroes

April 24, 2025

Click To Read More

A More Perfect Union logos:

[IMG: AMPU logo 1]
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SUB-PAGE (https://neh.gov/open/) Open Government and Open Data | National Endowment for the Humanities
[H1] Open Government and Open Data

Welcome to the Open Government Web page of the National Endowment for the Humanities (NEH). The information we are providing on this page is intended to help make the agency’s work more transparent to the public, while also making possible the public’s participation in the work of the Endowment. This effort is part of a government-wide initiative to promote openness in the work of federal agencies. (For detailed information about the initiative, see Office of Management and Budget memorandum M-10-06, "Open Government Directive.").
[H3] High-value datasets from NEH
NEH now has data in XML format about every grant made by the agency since our founding in 1965. We also have information about every evaluator and panelist from 1988 – the present. The data can be found on the NEH page on the Data.gov portal. It can also be downloaded directly from the NEH.Freedom of Information ActAdditional information about NEH’s FOIA program and other FOIA resources can be found by accessing the links below:Agency FOIA ContactsFOIA Electronic Reading RoomHow to submit a FOIA requestAnnual FOIA Reports
[H3] Additional information about NEH
Documentation for NEH's Funded Project Query Form APINEH Open Government Plan, September 2016 (14-page PDF)NEH Performance and Accountability Report, FY 2010 (104-page PDF)NEH’s Strategic Plan for FY 2007 - FY 2012;Guidelines for Ensuring and Maximizing the Quality, Objectivity, Utility, and Integrity of Information Disseminated by the National Endowment for the Humanities;Current NEH Privacy Impact Assessments (8-page PDF)NEH Policy on Software DevelopmentOther Administrative ReportsPlain Writing at NEHOffice of Acquisition (AQ)Vulnerability Disclosure PolicyVulnerability Disclosure Submission FormUSA.gov
[H3] Provide feedback to NEH
NEH welcomes your feedback about the quality of NEH’s published information, as well as your input about which information should be given priority for future publication. Please send your comments and recommendations to @email.
2054 chars
SUB-PAGE (https://neh.gov/grants/) Grants | National Endowment for the Humanities
rgb(0,55,97)

rgba(245,245,245,1)

[H1] Grants

[IMG: Summer2024_web-images_Aztecs_35_0.jpg]

[H2] Match Your Project to a Grant Program

NEH offers a variety of grant programs to individuals and organizations that do the highest quality work to promote the humanities. Identify funding opportunities appropriate for your proposed humanities project.

TAKE THE QUIZ

[H3] Upcoming Application Deadlines

[H4] Celebrate America!  Chairman’s Grants in Honor of America’s 250th Anniversary
Office of the Chair
May 31, 2026

[H4] Save America's Treasures
Division of Collections & Infrastructure
June 15, 2026

[H4] Media Projects
Division of Lifelong Learning
June 25, 2026

[H3] Featured Projects

[IMG: Painting by Mary Cassatt of a mother and child.]

Mary Cassatt at Work

[IMG: Latino Poetry Places We Share]

Latino Poetry: Places We Call Home

[IMG: Jennifer Feltman and Alexandre Tokovinine documenting sculptures from Notre Dame]

Notre-Dame in Color

[H3] Find Funding Opportunities for...

Books, Articles, and Other Publications

Curricula and Teaching Resources

Digital Projects (Websites, Software, and Other Tools)

Preservation & Access Projects

Public Humanities Projects (Historic Sites, Exhibitions, Media, and Other Programs)

Fellowships, Conferences, Seminars, and Workshops

Other Grant Opportunities

Attend an NEH-Funded Training Opportunity
1567 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
24Review mentions (all pages)
4External proof links (all pages)
PageReviewsProof links
/ (home) 3 1
/250/ 12 1
/open/ 3 1
/grants/ 6 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/250/ — no schema detected (entity gap)
/open/ — no schema detected (entity gap)
/grants/ — 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
Government, Municipal & Public Sector
30.5 Avg BS

Based on 291 businesses audited.

BS Detector

Government, Municipal & Public Sector BS: National Endowment for the Humanities (neh.gov)

https://neh.gov 📍 Industry: Government, Municipal & Public Sector
9 BS / 100

NEH.gov is a benchmark for low-BS communication in the public sector. It eschews modern marketing ‘synergy’ in favor of cold, hard metrics and direct access to raw data. It is a rare site where the substance actually exceeds the marketing signal.

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.
1
5% BS
Commodity Fingerprint Detection of industry clichés/templates.
3
20% BS
Identity & Authority Expert verifiability & Schema depth.
2
13% BS

Implement comprehensive JSON-LD Organization or GovernmentOrganization schema to provide a machine-readable authority footprint. Include direct links to the profiles of the 20 Pulitzer Prize-winning books mentioned to strengthen external proof paths. Ensure the ‘Funded Project Query Form’ API documentation is highlighted more prominently on the /grants/ page to further enhance technical transparency. Periodically audit [H2] tags in image graphics to ensure they contain descriptive text instead of filenames like ’60 years graphic.png’.

The site perfectly aligns with the Government, Municipal & Public Sector category. It presents itself as an independent federal agency and provides administrative reports, grant information, and open data portals typical of high-level government entities.

“The score of 9 reflects a site with minimal bullshit. The few points deducted are purely for the absence of structured data (Identity) and the use of some necessary but generic government nomenclature (Commodity). The information density and semantic coherence are nearly perfect.”

Verified Analysis Date: May 30, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result