Semantic Coherence: edX LLC – Signal Evidence & AI Readability

edX LLC

(https://business.edx.org) 📸 Data Snapshot: June 20, 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.
19 Impact Weight: 20 / 100
95% Reputation

There is virtually zero semantic drift between the homepage signal and sub-page substance. The homepage H1 promises knowledge and certifications that help students stand out, and the Compare Plans page explicitly delivers on this by detailing the ‘300+ professional certificates’ and ‘8 Academies’ available. The transition from high-level enterprise value propositions to technical integration details (LMS/LXP/SSO) is logically consistent across all audited URLs.

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 Home – Business edX (https://business.edx.org)
Title

Home – Business edX

H1 Students are really motivated to learn with edX. They can get the knowledge and the certification in a short time, and they know these certificates will help them stand out in the job market later on.
H2 Enterprise learning with impact
H2 Enterprise learning with impact
H2 Enterprise learning with impact
H2 Options for every organization
H2 Evergreen skills and credentials
H2 Learn how edX can help your organization
H2 Learn how edX can help your organization
H2 Let’s continue this conversation
H3 edX Courses
H3 edX ExecEd
H3 Target skill gaps in key fields
H3 Enterprise resources and insights
H4 Enterprise Offerings
H4 Learning Solutions
H4 Course Library Plans
H4 edX Resources
H4 Drive business
H4 Empower students
H4 See more popular skill areas
H4 Transform your enterprise
H5 Not sure where to start? Complete the form below to be connected with a member of our team, who can help you discover the right solution.
H5 Power Leadership Skills with Oxford Saïd Business School New Self-Paced Courses on edX
H5 How is AI Redefining Higher Education?
H5 Net Positive: Thriving in a Resource-Constrained World
H5 edX Enterprise
H5 Plans
H5 Legal
H6 Artificial Intelligence
H6 Sustainability
H6 Tech and digital transformation
H6 Data
H6 Management
H6 Leadership
H6 Supply chain
H6 Communication
H6 Transform your enterprise
H6 Overview
H6 Plans
H6 Legal
H6 Transform your enterprise
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Compare Plans – Business edX (https://business.edx.org/course-library-compare-plans/)
Title

Compare Plans – Business edX

H1 Find the plan that’s right for you
H2 Essentials
H2 Teams
H2 Enterprise
H2 Unlock insights with analytics
H2 Simplified 
learner-centered integration
H2 Frequently asked questions
H3 $150
H3 $396
H3 edX Learning Management System (LMS) Solutions
H4 Enterprise Offerings
H4 Learning Solutions
H4 Course Library Plans
H4 edX Resources
H4 No matter your organization’s learning strategy, edX can help.
H4 Essentials
H4 Teams
H4 Enterprise
H4 Contact sales 
for pricing
H4 Premium content 
H4 Compare features
H4 Transform your enterprise
H5 Premium content 
H5 Learner experience
H5 Administrative features
H5 Customer success
H5 Integration services
H5 “I’ve taken online certificate learning programs before, but this is definitely the best so far. The program’s structure and the method of communication have set a high bar for the next ones. I definitely recommend this course.”
H5 “I’ve taken online certificate learning programs before, but this is definitely the best so far. The program’s structure and the method of communication have set a high bar for the next ones. I definitely recommend this course.”
H5 “I’ve taken online certificate learning programs before, but this is definitely the best so far. The program’s structure and the method of communication have set a high bar for the next ones. I definitely recommend this course.”
H5 edX Enterprise
H5 Plans
H5 Legal
H6 Learner experience
H6 Transform your enterprise
H6 Overview
H6 Plans
H6 Legal
H6 Transform your enterprise
NAV_HEADER_HEADING_REPEATED_BODY Tech and digital transformation – Business edX (https://business.edx.org/academy/tech-digital-transformation/)
Title

Tech and digital transformation – Business edX

Meta

Equip your professionals across your organization with the skills and capabilities they need to successfully steer through the complex currents of digital change.

H1 Digital literacy
H2 edX Tech and Digital Transformation Academy
H2 Empower employees driving the digital shift
H2 edX Tech and Digital Transformation Academy course catalog
H2 Tech moves fast. Your teams should too.
H3 Keep exploring — invest in what's next
H4 Enterprise Offerings
H4 Learning Solutions
H4 Course Library Plans
H4 edX Resources
H4 Transform your enterprise
H5 edX Enterprise
H5 Plans
H5 Legal
H6 Artificial Intelligence
H6 Sustainability
H6 Data
H6 Management
H6 Leadership
H6 Supply chain
H6 Communication
H6 Transform your enterprise
H6 Overview
H6 Plans
H6 Legal
H6 Transform your enterprise
HEADING_REPEATED_BODY_FOOTER Contact us – Business edX (https://business.edx.org/contact-us/)
Title

Contact us – Business edX

H2 Contact us
H4 Enterprise Offerings
H4 Learning Solutions
H4 Course Library Plans
H4 edX Resources
H4 Transform your enterprise
H5 edX Enterprise
H5 Plans
H5 Legal
H6 Transform your enterprise
H6 Overview
H6 Plans
H6 Legal
H6 Transform your enterprise
📝 The Narrative — clean text per page (homepage promise vs. sub-page reality)
HOMEPAGE (https://business.edx.org) Home – Business edX
[H2]
Enterprise learning with impact

Drive organizational success with smart, scalable, and credential-granting learning solutions.

Chat with us

View plans

[H2]
Enterprise learning with impact

Drive organizational success with smart, scalable, and credential-granting learning solutions.

Chat with us

View Plans

[H2]
Enterprise learning with impact

Drive organizational success with smart, scalable, and credential-granting learning solutions.

Chat with us

View Plans

Content from 260+ world-class university and industry partners

enterprise offerings

[H2] Options for every organization

You deserve a learning partner that takes your goals seriously. With credential-granting courses and programs from the world’s best institutions, edX gives learners of all levels the in-demand skills they need to succeed.

[H4] Drive business

Cultivate the capabilities and skills your business needs, and empower your employees to advance within your organization.

Explore edX For Business

[H4] Empower students

Prepare your students for a competitive job market, develop faculty leaders, and engage alumni with powerful lifelong learning opportunities.

Explore edX For Campus

learning solutions

[H2] Evergreen skills and credentials

[H3] edX Courses

Stackable, self-paced certificate programs that empower your people to upskill and reach the next stage of their career.

Get access to courses, professional certificates, and edX Academies.

Equip learners with practical skills and job-relevant credentials.

Upskill at scale, drive internal mobility, and build a culture of learning.

Get access to courses, professional certificates, and edX Academies.

Equip learners with practical skills and job-relevant credentials.

Upskill at scale, drive internal mobility, and build a culture of learning.

Learn more about edX Courses

[H3] edX ExecEd

Cohort-based leadership training programs that prepare your leaders to navigate change with agility, clarity, and conviction.

Develop emerging and established leaders, managers, and high-potentials.

Get access to people-centered executive education courses.

Equip learners with strategic capabilities they need to create value.

Develop emerging and established leaders, managers, and high-potentials.

Get access to people-centered executive education courses.

Equip learners with strategic capabilities they need to create value.

Learn more about edX ExecEd

[H3] Target skill gaps in key fields

Our catalog prioritizes the market-relevant topics and critical skills that give your people a competitive edge.

Academy

[H6] Artificial Intelligence

Bring your organization into the future by harnessing the power of artificial intelligence at every level.

View academy

Academy

[H6] Sustainability

Upskill your workforce to help reach your sustainability goals, increase efficiency, and build a better future.

View academy

Academy

[H6] Tech and digital transformation

Equip your professionals across your organization with the skills and capabilities they need to successfully steer through the complex currents of digital change.

View academy

Academy

[H6] Data

Our world runs on data. Teach your workforce to harness it — and drive measurable success.

View academy

Academy

[H6] Management

Equip your managers with the most critical functional skills and capabilities needed to move your organization forward.

View academy

Academy

[H6] Leadership

Develop leaders who earn the trust of their teams and drive results for your organization.

View academy

Academy

[H6] Supply chain

Build internal supply chain expertise to drive
organizational performance at every level.

View academy

Academy

[H6] Communication

Select from a curated series of programs built to support the development of your employees — across all levels of your organization — in key ‘soft’ and ‘cognitive’ skills.

View academy

[H4] See more popular skill areas

Blockchain

Business essentials

Climate change

Cloud computing

Coding

Computer science

Cybersecurity

Data analysis

Data visualization

Digital literacy

Economics

Excel

Finance

Inclusive leadership

Interpersonal skills

Machine learning

Product and project management

Sales and marketing

Soft skills

Sustainable energy

Machine learning

Product and project management

Sales and marketing

Soft skills

Sustainable energy

Computer science

Cybersecurity

Data analysis

Data visualization

Digital literacy

Economics

Excel

Finance

Inclusive leadership

Interpersonal skills

Machine learning

Product and project management

Sales and marketing

Soft skills

Sustainable energy

[H1] Students are really motivated to learn with edX. They can get the knowledge and the certification in a short time, and they know these certificates will help them stand out in the job market later on.
— Dr. Kokoy S.K.
IT system development manager, ICE Institute
Read more

[IMG: Background]

[H2] Learn how edX can help your organization

[H2] Learn how edX can help your organization

[H5] Not sure where to start? Complete the form below to be connected with a member of our team, who can help you discover the right solution.

Not sure where to start? Complete the form below to be connected with a member of our team, who can help you discover the right solution.

[H3] Enterprise resources and insights

Product Update

Article

[H5] Power Leadership Skills with Oxford Saïd Business School New Self-Paced Courses on edX

Develop future-ready leaders with self-paced courses from Saïd Business School, University of Oxford. Now available in the edX Enterprise subscription.

View article

Webinar

On-demand

[H5] How is AI Redefining Higher Education?

The higher education landscape is changing fast, but has AI been net positive for students? What do university leaders see as some of the key opportunities with AI?

View article

Expert Insight

Article

[H5] Net Positive: Thriving in a Resource-Constrained World

For years, businesses have strived for sustainability, aiming to minimize their environmental impact. But what if we could go further? What if companies could contribute more to the planet and society than they take? This is the core concept behind the growing movement towards “Net Positive”.

View article

Trusted by 940+ enterprises worldwide

[IMG: Let’s continue this <br> conversation]

[H2] Let’s continue this conversation

Ready to get started? Schedule your demo today to speak with a member of our team.

Chat with us
7732 chars
SUB-PAGE (https://business.edx.org/course-library-compare-plans/) Compare Plans – Business edX
[H1] Find the plan that’s right for you

No matter your organization’s learning strategy, edX can help. Whether you’re focusing on critical skills or upskilling across multiple fields, we’ve got you covered.

[H4] No matter your organization’s learning strategy, edX can help.

Whether you’re focusing on critical skills or upskilling across multiple fields, we’ve got you covered.

[H4] Essentials

[H2] Essentials

Upskill your team in one critical focus area with access to a limited number of courses.

Starts at

[H3] $150

per user, per year


1 academy (16 self-paced courses)

Get started

Learn more

[H4] Teams

[H2] Teams

Upskill your team across multiple areas with access to the entire course library.

Starts at

[H3] $396

per user, per year14 day free trial

8 academies

2,300+ self-paced courses

300+ professional certificates

Learn more

Buy now

[H4] Enterprise

[H2] Enterprise

Upskill your entire organization with access to the entire course library and enterprise services.

[H4] Contact sales 
for pricing

For 50+ learners

8 academies

2,300+ self-paced courses

300+ professional certificates

Learn more

Compare features

ES

TE

EN

[H4] Premium content

1 Academy (16 self-paced courses)

8 Academies

2,300+ self-paced courses

300+ professional certificates

8 Academies

2,300+ self-paced courses

300+ professional certificates

[H6] Learner experience

Compare features

ES

TE

EN

[H4] Compare features
Essentials
$150 per userTeams
$396 per userEnterprise
Contact sales for pricing

[H5] Premium content
1 academy 8 academies
2,300+ self-paced courses
300+ professional certificates 8 academies
2,300+ self-paced courses
300+ professional certificates
[H5] Learner experience
Utilize Xpert, our AI-powered learning assistant Access course translations Learners can study in their preferred language through AI powered translations. Translations include Spanish, Arabic, Indonesian and Brazilian Portuguese with more to comeEarn certificatesLearn via course highlights and pathwaysReceive weekly learning progress emails
[H5] Administrative features
Fast-track learning with self-serve set-upAssign coursesCreate course highlights and pathwaysView Learner Progress ReportsAccess advanced skills and impact analytics
[H5] Customer success
Enjoy tailored onboarding supportPartner with a dedicated Customer Success ManagerPlan ahead with a dedicated Account Manager
[H5] Integration services
Get standard integration supportEnable single sign-onCustomize your Learning Management System (LMS) integration
Learn more

Learn more

Learn more

[H2] Unlock insights with analytics

The Admin Analytics Dashboard lets you view learner data and gain insights about how your employees learn best.

Understand learner engagement

Understand learner engagement

Measure skill development

Measure skill development

Assess impacton career goals

Assess impact on career goals

[H2] Simplified 
learner-centered integration

[H3] edX Learning Management System (LMS) Solutions

Supported by our solutions team in integrating with your existing learning management system or learning experience platform (LXP) and single sign-on (SSO) systems.

[H5] “I’ve taken online certificate learning programs before, but this is definitely the best so far. The program’s structure and the method of communication have set a high bar for the next ones. I definitely recommend this course.”

Maria R. Principal Process Engineer at Infineon

[H5] “I’ve taken online certificate learning programs before, but this is definitely the best so far. The program’s structure and the method of communication have set a high bar for the next ones. I definitely recommend this course.”

Maria R. Principal Process Engineer at Infineon

[H5] “I’ve taken online certificate learning programs before, but this is definitely the best so far. The program’s structure and the method of communication have set a high bar for the next ones. I definitely recommend this course.”

Maria R. Principal Process Engineer at Infineon

[H2] Frequently asked questions

What’s the difference between the Essentials, Teams, and Enterprise plans?

Essentials is best for upskilling in a single focus area with a curated set of courses. Teams gives your learners access to the full edX subscription course library. Enterprise, our most comprehensive option, is designed for organizations for companies with 50+ learners. It includes the full subscription library plus premium enterprise services, such as advanced analytics, dedicated support, and tailored integrations.

How much do the plans cost?

Essentials starts at $12.50 per user per month, Teams starts at $33 per user per month, and Enterprise pricing is customized based on your organization’s size and needs. All plans are billed annually.

What content is included in each plan?

Essentials features 1 Academy of your choice comprised of 16 self-paced courses.Teams features 8 Academies, 2,300+ self-paced courses, and 300+ professional certificates. Enterprise offers everything in Teams, plus premium services such as advanced analytics, customer success support and integration services

Do learners earn certificates?

Yes. All plans include certificates for completed courses.

What administrative features are available?

Admins can assign courses, create highlights and pathways, and view learner progress reports on all plans. Enterprise also provides advanced analytics to measure skill development and impact on career goals.

How do I know which plan is right for my organization?

If you’re starting small or focusing on one skill area, Essentials is a cost-effective option. If your team needs broad access to courses and certificates, Teams is a great fit. For large organizations that need scalability, deeper analytics, and tailored support, Enterprise is the best choice.
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SUB-PAGE (https://business.edx.org/academy/tech-digital-transformation/) Tech and digital transformation – Business edX
[H2]
edX Tech and Digital Transformation Academy

Equip your professionals across your organization with the skills and capabilities they need to successfully steer through the complex currents of digital change.

Compare plans

[H2] Empower employees driving the digital shift

Tech and digital advances are transforming industries faster than ever — and require organizations that want to remain relevant and competitive to continually focus on learning and growth.Enter edX’s Technology and Digital Transformation Academy, here to equip professionals with up-to-date, top-of-the-range key skills.”

[H2] edX Tech and Digital Transformation Academy course catalog

The edX Tech and Digital Transformation Academy is a curated selection of self-paced courses, organized into key focus areas such as digital literacy, cloud computing, and cybersecurity. This structured approach helps you future-proof your workforce while enabling learners to build the technical agility and digital mindset needed to lead through rapid change.

Digital literacy
Cloud computing
Cybersecurity
Coding and computer science

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Compare plans

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Compare plans

[H3] Keep exploring — invest in what's next

Explore other academies across key skills and unlock curated content aligned with your business goals.

Academy

[H6] Artificial Intelligence

Bring your organization into the future by harnessing the power of artificial intelligence at every level.

View academy

Academy

[H6] Sustainability

Upskill your workforce to help reach your sustainability goals, increase efficiency, and build a better future.

View academy

Academy

[H6] Data

Our world runs on data. Teach your workforce to harness it — and drive measurable success.

View academy

Academy

[H6] Management

Equip your managers with the most critical functional skills and capabilities needed to move your organization forward.

View academy

Academy

[H6] Leadership

Develop leaders who earn the trust of their teams and drive results for your organization.

View academy

Academy

[H6] Supply chain

Build internal supply chain expertise to drive
organizational performance at every level.

View academy

Academy

[H6] Communication

Select from a curated series of programs built to support the development of your employees — across all levels of your organization — in key ‘soft’ and ‘cognitive’ skills.

View academy

[IMG: Tech moves fast. Your <br>teams should too.]

[H2] Tech moves fast. Your teams should too.

From cloud to cybersecurity, help your employees stay ahead in a digital-first world.

View plans

Contact us
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SUB-PAGE · THIN (https://business.edx.org/contact-us/) Contact us – Business edX
[H2] Contact us

Have a question or need support? Whether you’re looking to speak with an enterprise learning advisor, need help as an existing client, or just want to reach out — we’re here for you.

Talk to a learning advisor

We will help you identify the best learning solution for your organization

Contact us

Product and Account Support

Search our help centre for support. Otherwise, get in touch with our team.

Contact support
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