Semantic Coherence: International Labour Organization (ILO) – Signal Evidence & AI Readability

International Labour Organization (ILO)

(https://ilo.org) 📸 Data Snapshot: May 30, 2026
Semantic Coherence — The Lens

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.

Semantic Coherence Homepage promise vs. Sub-page reality.
20 Impact Weight: 20 / 100
100% Reputation

There is virtually zero semantic drift between the homepage signals and sub-page substance. The homepage H1 focuses on the 114th Session of the ILC, and the sub-pages provide the technical documentation, meeting records, and research papers necessary to support that institutional event. The transition from the English homepage to the Spanish version (Pagina principal de la OIT) shows complete messaging parity, reinforcing global consistency.

Semantic Coherence is read from the heading hierarchy first: what each page announces in its H1 and headings, then whether the body actually delivers on it. Below is the structure the engine mapped, followed by the clean text to check for drift between promise and reality.

🏗️ Semantic Structure — heading hierarchy & page identity (the promise the page makes)
HOMEPAGE ILO Homepage | International Labour Organization (https://ilo.org)
Title

ILO Homepage | International Labour Organization

Meta

The official website of the International Labour Organization (ILO), dedicated to promoting social justice and internationally recognized human and labour rights.

H1 114th Session of the International Labour Conference
H2 Primary navigation
H2 Secondary navigation
H2 Stay informed, get inspired
H2 Featured publications
H2 ILO Priority Action Programmes
H2 ILO at work
H2 Support and capacity building
H3 Advancing social justice, promoting decent work
H4 ILO is a specialized agency of the United Nations
H5 Follow us on
H6 English
H6 More
NAV_HEADER_HEADING_REPEATED_FOOTER Contact us | International Labour Organization (https://ilo.org/contact-us/)
Title

Contact us | International Labour Organization

H1 Contact us
H2 Primary navigation
H2 Secondary navigation
H2 ILO field offices
H3 Advancing social justice, promoting decent work
H4 ILO is a specialized agency of the United Nations
H5 Headquarters
H5 Report misconduct
H5 ILO Library
H5 Media enquiries
H5 Multilateral Partnerships and Development Cooperation
H5 Helpdesk for Business on International standards
H5 Bureau for Workers' Activities
H5 Bureau for Employers' Activities
H5 ILO Procurement
H5 International Labour Organization Administrative Tribunal
H5 Follow us on
H6 English
H6 More
NAV_HEADER_HEADING_REPEATED_BODY Research and Publications | International Labour Organization (https://ilo.org/research-and-publications/)
Title

Research and Publications | International Labour Organization

H1 Research and Publications Facebook X Linkedin
H2 Primary navigation
H2 Secondary navigation
H2 Flagship reports
H2 Major publications
H2 Working papers
H2 Briefs
H2 Follow ILO Research and Publications
H2 Active projects
H2 Events and courses
H2 Order print copies of ILO publications
H2 Get support
H3 Research and Publications
H3 ILO Publications
H3 ILO Library
H3 Rights and Permissions
H3 Advancing social justice, promoting decent work
H4 ILO is a specialized agency of the United Nations
H5 Follow us on
H6 English
H6 More
NAV_HEADER_HEADING_REPEATED Página principal de la OIT | International Labour Organization (https://ilo.org/es/pagina-principal-de-la-oit/)
Title

Página principal de la OIT | International Labour Organization

Meta

El sitio web oficial de la Organización Internacional del Trabajo (OIT), dedicado a promover la justicia social, de los derechos humanos y laborales reconocidos internacionalmente.

H1 114.ª reunión de la Conferencia Internacional del Trabajo
H2 Navegación principal
H2 Navegación secundaria
H2 Manténgase informado, déjese inspirar
H2 Publicaciones destacadas
H2 Programas de acción prioritarios de la OIT
H2 El funcionamiento de la OIT
H2 Apoyo y desarrollo de capacidades
H3 Impulsar la justicia social, promover el trabajo decente
H4 La OIT es un organismo especializado de las Naciones Unidas
H5 Seguir a la OIT
H6 español
H6 Más
📝 The Narrative — clean text per page (homepage promise vs. sub-page reality)
HOMEPAGE (https://ilo.org) ILO Homepage | International Labour Organization
[IMG: ILC palais room XX 112th Session]

1-12 June

[H1] 114th Session of the International Labour Conference

ILO meeting adopts first-ever code of practice on occupational safety and health in aquaculture

News
ILO meeting adopts first-ever code of practice on occupational safety and health in aquaculture

New ILO database strengthens global knowledge on social dialogue institutions

National social dialogue systems
New ILO database strengthens global knowledge on social dialogue institutions

Inside West Africa’s youth labour market: Informality, inequality and missed opportunities

[IMG: Four students sit in a sparsely furnished classroom. Three girls in pink school uniforms and one boy seated at a wooden desk take part in a classroom debate, while handwritten notes and drawings cover a large blackboard behind them.]

ILOSTAT blog
Inside West Africa’s youth labour market: Informality, inequality and missed opportunities

The ILO in a changing multilateral environment

[IMG: Aerial view of long grey building, ILO headquarters building]

ILO Reform
The ILO in a changing multilateral environment

Newsroom

[H2] Stay informed, get inspired

Observatory on AI and Work in the Digital Economy

[IMG: Abstract AI Observatory illustration 1200x504]

Observatory on AI and Work in the Digital Economy

ILO Live: Broadcasting on the world of work 24/7

[IMG: ILO live icon]

ILO Live: Broadcasting on the world of work 24/7

ILO Voices: First-person stories from the world of work

[IMG: Voices illustration]

ILO Voices: First-person stories from the world of work

The Future of work podcast

[IMG: Claire Courteille-Mulder in the ILO studio recording the podcast]

The Future of work podcast

Focus on social justice

[IMG: social justice campaign visual]

Focus on social justice

[IMG: social justice campaign visual]

Social justice is the foundation of peaceful societies that are equitable, inclusive, sustainable, and resilient.

ILO online hub for social justice

Join the Global Coalition for Social Justice

Global Accelerator on Jobs and Social Protection for Just Transitions

[H2] Featured publications

Lifelong learning and skills for the future

[IMG: Report]

World of Work Series
Lifelong learning and skills for the future

Employment and Social Trends 2026

World of Work Series
Employment and Social Trends 2026

The State of Social Justice 2025: A work in progress

The State of Social Justice 2025: A work in progress

World Social Protection Report 2024-26: Universal social protection for climate action and a just transition

[IMG: Teaser World Social Protection Report 2024-26]

World Social Protection Report 2024-26: Universal social protection for climate action and a just transition

More publications

[H2] ILO Priority Action Programmes

Transition from the informal to the formal economy

[IMG: Zakaria Adama Lacera is CEO of Yumzaa Enterprises, a shea processing and soap business in Ghana, which she is in the process of formalizing.]

Transition from the informal to the formal economy

Just transitions towards environmentally sustainable economies and societies

[IMG: Fishers folding a green fishing net next on a handmade boat]

Just transitions towards environmentally sustainable economies and societies

Decent work outcomes in supply chains

[IMG: garment factory in the Philippines]

Decent work outcomes in supply chains

Decent work in crisis and post-crisis situations

[IMG: Rebuiding team in Ukraine]

Decent work in crisis and post-crisis situations

[H2] ILO at work

Institutional governance

The Governing Body of the ILO

The International Labour Conference (ILC)

Official meetings

Sectoral meetings

Programme of official meetings

Resources for Social Partners

Bureau for Workers' Activities (ACTRAV)

Bureau for Employers' Activities (ACT/EMP)

Development partners

The ILO’s value proposition: Investing in decent work

ILO Development cooperation dashboard

[H2] Support and capacity building

ILO Helpdesk for Business on International Labour Standards

[IMG: An illustration showing three helpdesk staff.]

ILO Helpdesk for Business on International Labour Standards

International Training Centre of the ILO (ITCILO)

International Training Centre of the ILO (ITCILO)
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SUB-PAGE (https://ilo.org/contact-us/) Contact us | International Labour Organization
[H1] Contact us

[H5] Headquarters
4 route des Morillons, CH-1211, Genève 22, SwitzerlandE-mail: [email protected], Switchboard: +41 (0) 22 799 6111, Fax: +41 (0) 22 798 8685Please contact staff members through the telephone operator [+ 41 (0) 22 799 6111] to request their e-mail address. For specific inquiries, please use the addresses and telephone numbers listed below.
[H5] Report misconduct
ILO Integrity HotlineEmail: [email protected]
[H5] ILO Library
Tel: +41 22 799 8682 Website: ILO LibraryEmail: [email protected]
[H5] Media enquiries
DCOMMTel: +41 22 799 7912 Fax: +41 22 799 8577Website: ILO Newsroom Email: [email protected]
[H5] Multilateral Partnerships and Development Cooperation
PARTNERSHIPSTel: +41 22 799 7370 Website: PARTNERSHIPS Email: [email protected]
[H5] Helpdesk for Business on International standards
Tel: +41 22 799 6264  Fax: +41 22 799 6354Website: ILO Helpdesk for Business on International Standards Email: [email protected]
[H5] Bureau for Workers' Activities
Tel: +41 22 799 70 21  Fax: +41 22 799 65 70Website: Bureau for Worker's Activities Email: [email protected]
[H5] Bureau for Employers' Activities
Tel: +41 22 799 89 41 Website: Bureau for Employer's activities Email: [email protected]
[H5] ILO Procurement
Tel: +41 22 799 7879 Fax: +41 22 799 8529Website: ILO Procurement Email: [email protected]
[H5] International Labour Organization Administrative Tribunal
Tel: +41 22 799 87 26 Fax: +41 22 799 87 37Website: ILO Administrative Tribunal Email: [email protected]

[H2] ILO field offices

ILO Regional Office for Africa

ILO Regional Office for the Arab States

ILO Regional Office for Asia and the Pacific

ILO Regional Office for Europe and Central Asia

ILO Regional Office for Latin America and the Caribbean
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SUB-PAGE (https://ilo.org/research-and-publications/) Research and Publications | International Labour Organization
[IMG: Researcher looking at data on a screen]

[H1] Research and Publications

Facebook

X

Linkedin

© iStock.com/Laurence Dutton

ILO's research and publications inform global policies and promote key insights and innovative solutions for the world of work.

[H2] Flagship reports

Lifelong learning and skills for the future

[IMG: Report]

World of Work Series
Lifelong learning and skills for the future
5 May 2026

Employment and Social Trends 2026

World of Work series
Employment and Social Trends 2026
14 January 2026

See all flagship reports

[H2] Major publications

Global Employment Policy Review 2025: Do employment-responsive policies work? How impact assessments, diagnostics and dialogue contribute...

[IMG: GEPR_2025_publication-teaser-web_1200X675]

Report
Global Employment Policy Review 2025: Do employment-responsive policies work? How impact assessments, diagnostics and dialogue contribute...
16 September 2025

Child Labour: Global estimates 2024, trends and the road forward

Joint ILO-UNICEF report
Child Labour: Global estimates 2024, trends and the road forward
11 June 2025

ILO global estimates on international migrants in the labour force

4th edition
ILO global estimates on international migrants in the labour force
16 December 2024

Global Employment Trends for Youth 2024

[IMG: Cover of the GET youth 2024 report]

Decent work, brighter futures
Global Employment Trends for Youth 2024
12 August 2024

See all major publications

[H2] Working papers

Social Justice: The Historical Evolution of a Shared Ideal

Working paper 172
Social Justice: The Historical Evolution of a Shared Ideal
29 May 2026

The role of national social dialogue institutions in shaping investment policies

ILO Working Paper 171
The role of national social dialogue institutions in shaping investment policies
12 May 2026

AI systems @ work: a changing psychosocial work environment

ILO Working Paper 170
AI systems @ work: a changing psychosocial work environment
30 April 2026

See all working papers

[H2] Briefs

Productivity and decent work: Achieving synergies between social and economic dimensions at the enterprise level

[IMG: cover brief]

Research brief
Productivity and decent work: Achieving synergies between social and economic dimensions at the enterprise level
20 May 2026

Growing labour market risks of the Middle East crisis

[IMG: Cover Employment and Social Trends May 2026 Update]

Employment and Social Trends: May 2026 Update
Growing labour market risks of the Middle East crisis
18 May 2026

Child labour in Uganda: Trends and drivers, 2012-2021

[IMG: Children in a classroom]

Uganda
Child labour in Uganda: Trends and drivers, 2012-2021
18 May 2026

View all briefs

[H2] Follow ILO Research and Publications

Subscribe to the newsletter of the ILO's Research Department

Follow the ILO's Research Department on X

Follow ILO Publications on X

[H2] Active projects

Integrating Trade and Decent Work

[IMG: TRADE CARGO BOAT.jpg]

Multi-year project
Integrating Trade and Decent Work

Skills, Active Labour Market Policies and Policy Evaluation

Multi-year project
Skills, Active Labour Market Policies and Policy Evaluation

Improving Compliance with Labour Protection

Multi-year project
Improving Compliance with Labour Protection

Image

International Labour Review

International Labour Review
The International Labour Review (ILR) is a peer-reviewed multidisciplinary journal of international scope in labour and employment studies. Established in 1921, the journal is published quarterly in English, French and Spanish.

ILR Portal Page

[IMG: Digital tools thumbnail]

Databases and tools

[IMG: Digital tools thumbnail]

A-Z ILO Databases - Browse all ILO Databases

ILOSTAT: The world's leading source of labour statistics

ILO Research Repository: Learn about the impact of ILO's research

Labour Provisions in Trade Agreements Hub

Research Training on Evidence-Based Policy Making for Decent Work

[H2] Events and courses

High-Level Event to promote the ratification of the 1986 Instrument of Amendment of the ILO Constitution

ILO Live
High-Level Event to promote the ratification of the 1986 Instrument of Amendment of the ILO Constitution
5 June 2026

More events

Image

[IMG: Picture of a book case.]

Labordoc: The global library of the world of work

Labordoc: The global library of the world of work
Digital repository of ILO books, journal articles, reports, working papers on the world of work at your fingertips.

Browse Labordoc catalogue

[H2] Order print copies of ILO publications

The ILO has a distribution partnership with The Stationery Office (TSO) in the UK. TSO handles all sales of ILO publications worldwide. To purchase ILO publications, please place your order directly with TSO.Email address for orders: [email protected]Email address for general queries: [email protected]Telephone: +44 (0) 333 202 5070To browse a selection of publications with price information, download our catalogue.

[IMG: Cover of the ILO Publications catalogue 2025]

Catalogue of ILO publications 2025.pdf - PDF 28.97 MB

[H2] Get support

[H3] ILO Publications
For general questions about ILO Publications, please contact [email protected].
[H3] ILO Library
The ILO Library offers an enquiry service to help you navigate and find information on the world of work.Advice on where to find ILO sources of information;Guidance on where to find national legislation or statistical data;Support on how to begin a topic search, or to fill in gaps in research that is already underway.Any ILO documents such as ILO Conventions, ILO flagship, working papers, special studies, articles, reports of the Governing Body and International Labour Conference.Contact [email protected] for support.
[H3] Rights and Permissions
The ILO implemented an Open Access policy that makes the use of all its knowledge products easier. All publications and knowledge products published on or after 3 May 2023 by the ILO or on its behalf are available for use or reuse without needing to request permission – as long as the ILO is cited as the source of material. More information is available in Rights and Permissions.
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SUB-PAGE (https://ilo.org/es/pagina-principal-de-la-oit/) Página principal de la OIT | International Labour Organization
[IMG: ILC palais room XX 112th Session]

1-12 de junio

[H1] 114.ª reunión de la Conferencia Internacional del Trabajo

Reunión de la OIT adopta el primer repertorio de recomendaciones prácticas sobre seguridad y salud en la acuicultura

Noticia
Reunión de la OIT adopta el primer repertorio de recomendaciones prácticas sobre seguridad y salud en la acuicultura

Nueva base de datos de la OIT impulsa el conocimiento sobre el diálogo social

Sistemas nacionales de diálogo social
Nueva base de datos de la OIT impulsa el conocimiento sobre el diálogo social

Una mirada al mercado laboral juvenil de África Occidental: informalidad, desigualdad y oportunidades perdidas

[IMG: Cuatro estudiantes están sentados en un aula con mobiliario sencillo. Tres niñas con uniformes escolares rosas y un niño sentado en un pupitre de madera participan en un debate en clase, mientras notas manuscritas y dibujos cubren una gran pizarra detrás de ellos.]

Blog de ILOSTAT
Una mirada al mercado laboral juvenil de África Occidental: informalidad, desigualdad y oportunidades perdidas

La OIT en un entorno multilateral cambiante

[IMG: Aerial view of long grey building, ILO headquarters building]

Reforma de la OIT
La OIT en un entorno multilateral cambiante

Noticias

[H2] Manténgase informado, déjese inspirar

Observatorio de la IA y el Trabajo en la Economía Digital

[IMG: Abstract AI Observatory illustration 1200x504]

Observatorio de la IA y el Trabajo en la Economía Digital

ILO Live: Programas sobre el mundo del trabajo 24/7

[IMG: ILO live icon]

ILO Live: Programas sobre el mundo del trabajo 24/7

ILO Voices: Testimonios del mundo del trabajo

[IMG: Voices illustration]

ILO Voices: Testimonios del mundo del trabajo

Podcast: El futuro del trabajo

[IMG: Claire Courteille-Mulder in the ILO studio recording the podcast]

Podcast: El futuro del trabajo

Foco en la justicia social

[IMG: social justice campaign visual]

Foco en la justicia social

[IMG: social justice campaign visual]

La justicia social es la base de las sociedades pacíficas que son equitativas, inclusivas, sostenibles y resilientes.

El portal en línea de la OIT dedicado a la justicia social

Únase a la Coalición Mundial para la Justicia Social

Acelerador mundial del empleo y la protección social para transiciones justas

[H2] Publicaciones destacadas

Aprendizaje permanente y competencias para el futuro

[IMG: Portada del informe]

Serie El Mundo del Trabajo
Aprendizaje permanente y competencias para el futuro

Tendencias Sociales y del Empleo 2026

Serie El Mundo del Trabajo
Tendencias Sociales y del Empleo 2026

La situación de la justicia social 2025: Progresos en curso

La situación de la justicia social 2025: Progresos en curso

Informe Mundial sobre la Protección Social 2024-2026: Protección social universal para la acción climática y una transición justa

[IMG: Teaser World Social Protection Report 2024-26]

Informe Mundial sobre la Protección Social 2024-2026: Protección social universal para la acción climática y una transición justa

Más publicaciones

[H2] Programas de acción prioritarios de la OIT

Transición de la economía informal a la economía formal

[IMG: Zakaria Adama Lacera is CEO of Yumzaa Enterprises, a shea processing and soap business in Ghana, which she is in the process of formalizing.]

Transición de la economía informal a la economía formal

Transición justa hacia economías y sociedades ambientalmente sostenibles

[IMG: Fishers folding a green fishing net next on a handmade boat]

Transición justa hacia economías y sociedades ambientalmente sostenibles

Resultados del trabajo decente en las cadenas de suministro

[IMG: garment factory in the Philippines]

Resultados del trabajo decente en las cadenas de suministro

Trabajo decente en situaciones de crisis y postcrisis

[IMG: Rebuiding team in Ukraine]

Trabajo decente en situaciones de crisis y postcrisis

[H2] El funcionamiento de la OIT

Gobernanza

El Consejo de Administración

La Conferencia Internacional del Trabajo

ILO Official meetings

Reuniones sectoriales

Programa de reuniones oficiales de la OIT

Recursos para los interlocutores sociales

Oficina de Actividades para los Trabajadores (ACTRAV)

Oficina de Actividades para los Empleadores (ACT/EMP)

Socios para el desarrollo

La propuesta de valor de la OIT: Invertir en trabajo decente

Indicadores de cooperación para el desarrollo de la OIT

[H2] Apoyo y desarrollo de capacidades

Helpdesk de la OIT para empresas sobre las normas internacionales del trabajo

[IMG: An illustration showing three helpdesk staff.]

Helpdesk de la OIT para empresas sobre las normas internacionales del trabajo

Centro Internacional de Formación de la OIT (CIFOIT)

Centro Internacional de Formación de la OIT (CIFOIT)
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