Semantic Coherence: OpenStack – Signal Evidence & AI Readability

OpenStack

(https://openstack.org) 📸 Data Snapshot: May 31, 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

Zero semantic drift was detected between the homepage H1 and sub-page content. The hero section claims the project is the most widely deployed open-source cloud software, which is immediately supported by the Marketplace and Software pages detailing specific deployment models (Public, Private, Bare Metal) and listing over 180 public cloud data centers.

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 Open Source Cloud Computing Infrastructure – OpenStack (https://openstack.org)
Title

Open Source Cloud Computing Infrastructure – OpenStack

Meta

OpenStack is an open source cloud computing infrastructure software project and is one of the three most active open source projects in the world.

H1 The Most Widely Deployed Open Source Cloud Software in the World
H2 Learn more about the latest OpenStack release, 2026.1 Gazpacho!
H2 Cloud Infrastructure for Virtual Machines, Bare Metal, and Containers
H2 On-Premises
H2 Public Cloud
H2 At the Edge
H2 Latest Release: OpenStack 2026.1 ‘Gazpacho’
H2 Marketplace Spotlight
H2 OpenInfra Foundation Member Spotlight
H2 The World Runs on OpenStack
H2 Blizzard Entertainment
H2 Walmart
H2 China Mobile
H3 Subscribe to News About OpenStack
H3 OpenStack
H3 Community
H3 Documentation
H3 Branding & Legal
H3 Stay In Touch
HEADING_REPEATED_BODY_FOOTER (https://openstack.org/software/)
H1 Software
H3 What is OpenStack?
H3 The Openstack Landscape
H3 Browse the OpenStack Landscape
H3 OpenStack Case Studies
H3 The OpenStack Marketplace
H3 Subscribe to News About OpenStack
H3 OpenStack
H3 Community
H3 Documentation
H3 Branding & Legal
H3 Stay In Touch
HEADING_REPEATED_BODY Remotely Managed OpenStack Private Cloud (https://openstack.org/marketplace/remotely-managed-private-clouds/)
Title

Remotely Managed OpenStack Private Cloud

Meta

Build your own private cloud, on your own hardware and in your own data centers, remotely managed by OpenStack experts. If you don't have (or want) in house experts to manage your cloud infrastructure, this option provides you an on-premise cloud with a fully-managed service model.

H1 The OpenStack Marketplace
H3 OpenStack Online Help
H3 Subscribe to News About OpenStack
H3 OpenStack
H3 Community
H3 Documentation
H3 Branding & Legal
H3 Stay In Touch
H4 Canonical’s Managed OpenStack
H4 Mirantis OpenStack for K8s with OpsCare Plus
H4 Rackspace OpenStack Private Cloud
H4 VEXXHOST Enterprise Grade Private Cloud
H4 c12n private Cloud by Cloudification
H4 ESCaaS
H4 Cloud&Heat digital infrastructures
H4 Taikun OCP
H4 OKESTRO Contrabass
H4 Ultimum’s Managed OpenStack
H4 Cleura Private Cloud
H4 DS Remote
H4 Managed Services
H4 FishOS
HEADING_REPEATED_BODY Get Started with an OpenStack Public Cloud (https://openstack.org/marketplace/public-clouds/)
Title

Get Started with an OpenStack Public Cloud

Meta

Start using an OpenStack powered public cloud. Get access to compute, storage and networking in minutes and only pay for what you use.

H1 The OpenStack Marketplace
H3 OpenStack Online Help
H3 Subscribe to News About OpenStack
H3 OpenStack
H3 Community
H3 Documentation
H3 Branding & Legal
H3 Stay In Touch
H4 Infomaniak Public Cloud
H4 CT Cloud Platform
H4 OpenStack IaaS
H4 NETWAYS Cloud
H4 Sharktech Cloud Services
H4 Cloud&Heat cloud services
H4 sqCloud
H4 Rackspace Public Cloud
H4 OVH Public Cloud
H4 Open Telekom Cloud
H4 China Unicom Cloud
H4 Nordic public Cloud Platform
H4 DS Public
H4 Taikun OCP
H4 VEXXHOST Public Cloud
H4 Rackspace OpenStack Flex
H4 Cleura Public Cloud
📝 The Narrative — clean text per page (homepage promise vs. sub-page reality)
HOMEPAGE (https://openstack.org) Open Source Cloud Computing Infrastructure – OpenStack
[IMG: Cloud Infrastructure Diagram]
[H2] Cloud Infrastructure for Virtual Machines, Bare Metal, and Containers
Openstack controls large pools of compute, storage, and networking resources, all managed through APIs or a dashboard.Beyond standard infrastructure-as-a-service functionality, additional components provide orchestration, fault management and service management amongst other services to ensure high availability of user applications.READ MORE
[IMG: On-Premises]
[H2] On-Premises
Host your cloud infrastructure internally or find an OpenStack partner in the Marketplace
[IMG: Public Cloud]
[H2] Public Cloud
Leverage one of the 180+ OpenStack powered public cloud data centers
[IMG: At the Edge]
[H2] At the Edge
Telecoms and retailers rely on OpenStack for their distributed systems
[H2] Latest Release: OpenStack 2026.1 ‘Gazpacho’
[IMG: Gazpacho]
LATEST RELEASE: GazpachoUNDER DEVELOPMENT: HIBISCUS
[H2] Marketplace Spotlight
The OpenStack Marketplace is filled with experts working across industries, use cases, and regions to help your organization achieve your goals.
[IMG: Animbus Remotely Managed Private Cloud]
Animbus Remotely Managed Private Cloud offers a pay-as-you-go model cloud service in an isolated infrastructure to our clients. With our managed services, you are able to focus on your main business without worrying about your cloud infrastructure.LEARN MORE
[H2] OpenInfra Foundation Member Spotlight
Rackspace Technology (NYSE: RXT) is a leading end-to-end multicloud technology services company.
[IMG: Rackspace]
We can design, build, and operate our customers’ cloud environments across all major technology platforms, irrespective of technology stack or deployment model. We partner with our customers at every stage of their cloud journey, enabling them to modernize applications, build new products and adopt innovative technologies.LEARN MORE
[H2] The World Runs on OpenStack
OpenStack is trusted to manage 40 Million+ cores around the world, across dozens of industries.
[IMG: Blizzard Entertainment]
[H2] Blizzard Entertainment
Video game developer, Blizzard Entertainment, implements OpenStack autoscaling to support running video games, like best-selling game Overwatch, in the cloud.WATCH VIDEO
[IMG: Walmart]
[H2] Walmart
Walmart is the largest company in the world with 11,000 stores and over 80 million monthly website visitors. To manage e-commerce, including peak shopping times like Black Friday, Walmart relies on its OpenStack cloud with over 170,000 cores in more than 30 regions.READ MORE
[IMG: China Mobile]
[H2] China Mobile
China Mobile’s telecom network has more than 800 million subscribers and 3 million base stations. China Mobile is now building up the biggest NFV network based on OpenStack with more than 50,000 servers in the network. Read MoreSEE MORE CASE STUDIES
[IMG: OpenInfra Foundation Logo]
OpenStack is a top - level open infrastructure project supported by the OpenInfra Foundation
[H3] Subscribe to News About OpenStack
Stay up to date on OpenStack and the Open Infrastructure community.
3063 chars
SUB-PAGE (https://openstack.org/software/)
[H1] Software
[IMG: Bullet 1]
[H3] What is OpenStack?
OpenStack is a cloud operating system that controls large pools of compute, storage, and networking resources throughout a datacenter, all managed and provisioned through APIs with common authentication mechanisms.
Dashboards are also available, giving administrators control while empowering their users to provision resources through a web interface. There are OpenStack CLI tools and SDKs giving operators the flexibility to create OpenStack cloud applications in the language of their choice. Supported languages include Go, Python, Ruby, and Java.
Beyond standard infrastructure-as-a-service functionality, additional components provide orchestration, fault management and service management amongst other services to provide operators flexibility to customize their infrastructure and ensure high availability of user applications.
Read more about our vision for OpenStack clouds
[IMG: OpenStack Cloud Software]

[IMG: Bullet 2]
[H3] The Openstack Landscape
OpenStack’s modular framework allows you to identify and deploy components depending on your needs. The OpenStack map gives you a high level overview of the OpenStack landscape to see where those services fit and how they can work together.
Download the OpenStack Map
[IMG: OpenStack Cloud landscape map]

[H3] Browse the OpenStack Landscape
[IMG: OpenStack Components icon]
OpenStack ComponentsOpenStack has composable components that allow organizations to adapt their environment to their needs.View these projects
[IMG: Client Tools icon]
Client ToolsThere are tools and libraries covering multiple languages to enable interaction with OpenStack APIs. View these projects
[IMG: Deployment Tools icon]
Deployment ToolsTools and recipes that deployers may choose to help them deploy and maintain the lifecycle of their OpenStack deployment.View these projects
[IMG: Bullet 3]
[H3] OpenStack Case Studies
Explore OpenStack case studies and real-world reference architectures across industries and workloads. Each configuration will give you a good idea of the cultural and technical requirements for specific workloads.
See Case Studies
[IMG: Bullet 4]
[H3] The OpenStack Marketplace
If you're looking for an OpenStack partner offering products and services such as Distributions, Public Clouds, Private Cloud as a Service, Consultants,Training, or other related services,check out the OpenStack Marketplace.
Visit the Marketplace
[H3] Subscribe to News About OpenStack
Stay up to date on OpenStack and the Open Infrastructure community.
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SUB-PAGE (https://openstack.org/marketplace/remotely-managed-private-clouds/) Remotely Managed OpenStack Private Cloud
[IMG: Canonical_small_logo]

[H4]
Canonical’s Managed OpenStack

Host applications in your own data center, while outsourcing cloud infrastructure operations and maintenance. Our experts provide 247 monitoring, incidentproblem management, capacity planning, and recurring procedures, like upgrades.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Mirantis_small_logo]

[H4]
Mirantis OpenStack for K8s with OpsCare Plus

Mirantis OpsCare Plus managed services enable you to focus on your business while we focus on OpenStack. Our unique delivery model includes operational and SLA monitoring, automated deployment, scaling, failover, and CICD for Infrastructure as Code

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Rackspace_small_logo]

[H4]
Rackspace OpenStack Private Cloud

Rackspace Technology delivers automated, upgradable, and fully managed OpenStack clouds based on pure upstream code in data centers all over the world and provide integrations with other open-source technologies including Kubernetes.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: VEXXHOST, Inc._small_logo]

[H4]
VEXXHOST Enterprise Grade Private Cloud

Limitations aren’t something our clients have to worry about. Users have the option of bare-metal, virtual machines & containers all in one environment. Open source also means a fully managed solution, no vendor lock-in and significant cost savings.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Cloudification_small_logo]

[H4]
c12n private Cloud by Cloudification

Our private & edge cloud platform leverages OpenStack, Kubernetes and Ceph together with an end-to-end GitOps automation. We take care of all operations, upgrades and scaling for you. c12n features include: LBaaS, KaaS, vGPU, Live migration and more.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: EasyStack_small_logo]

[H4]
ESCaaS

ESCaaS provides remotely managed private cloud that combine enterprise-level private cloud secure and public cloud on-demand character and reliability. With one unified platform both physical isolated and virtual resource can be managed.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Cloud & Heat_small_logo]

[H4]
Cloud&Heat digital infrastructures

Set of solutions to support customers in setting up and operating their digital infrastructure. The company delivers rack-based complete solutions infrastructure, hardware, cloud, operations as well as customizes packages for specific needs.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Taikun Cloud_small_logo]

[H4]
Taikun OCP

Taikun OCP, powered by OpenStack, provides a scalable, open-source cloud infrastructure as a service for all business sizes. It offers comprehensive computing, storage, and networking management, ensuring security, reliability, and performance.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: OKESTRO_small_logo]

[H4]
OKESTRO Contrabass

Proven at large-scale private cloud deployments for public, financial, and private sectors, CONTRABASS offers a highly flexible and scalable server virtualization platform underpinned by innovative technology.
Details

[IMG: Ultimum Technologies a.s._small_logo]

[H4]
Ultimum’s Managed OpenStack

Ultimum OpenStack provides a complete IaaS solution. The platform is based on stable and tested OpenStack version and includes multiple SDN backends and complex monitoring system.
Details

[IMG: Cleura_small_logo]

[H4]
Cleura Private Cloud

We offer a turnkey solution for anyone needing a complete OpenStack-based cloud without all the hard work. We’ll build your cloud using the same components as in our Public Cloud and hand over the keys to your own cloud management system.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: DevStack_small_logo]

[H4]
DS Remote

DS Remote services purpose is for coherent usability regardless of system management such as maintenance, supporting, updating, availability and etc.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Fairbanks_small_logo]

[H4]
Managed Services

Fairbanks delivers and manages sovereign private clouds using Talos Linux, OpenStack, Kubernetes and Ceph. We provide 24x7 support, monitoring, and management, ensuring high availability, scalability, and continuous updates.
Details

[IMG: Sardina Systems_small_logo]

[H4]
FishOS

FishOS is an award-winning cloud management platform integrating OpenStack, Kubernetes, and Ceph with 11 unique components for fully automated operations, including AI-powered FishOS Workload Manager and Health Monitoring services.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[H3] OpenStack Online Help

Get Certified

Use Cases

Open Infrastructure Summit

Technical Publications

Ecosystem News

OpenStack TCO Calculator by Mirantis

Does your company offer remotely managed private clouds for OpenStack? Be listed here!Email us for details or put some time on our calendar to meet remotely.
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SUB-PAGE (https://openstack.org/marketplace/public-clouds/) Get Started with an OpenStack Public Cloud
[IMG: Infomaniak_small_logo]

[H4]
Infomaniak Public Cloud

Infomaniak Public Cloud is a High Performance OpenStack IaaS solution in Switzerland, at the right price.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: China Telecom_small_logo]

[H4]
CT Cloud Platform

CT Cloud Platform provides stable, scalable cloud service based on OpenStack, combined with telecom features and enhanced end-user service delivery. CT Cloud Platform is focused on Cloud+Network Integration technology for large scale cloud.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Elastx AB_small_logo]

[H4]
OpenStack IaaS

With our OpenStack you get access to three Availablity Zones where you are in full control of all your resources, this is Infrastructure as a Service. We support standard API:s and charge per minute.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: NETWAYS Managed Services GmbH_small_logo]

[H4]
NETWAYS Cloud

Cloud services for your whole infrastructure stack, ranging from load balancers, subnets and security policies to Cloud VMs, S3 and Block Storage as well as Managed Kubernetes and Database offerings.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Sharktech_small_logo]

[H4]
Sharktech Cloud Services

Public, Dedicated and Private Cloud Solutions instantly available on an easy-to-manage platform. Our Cloud infrastructure is built on resilient and optimized infrastructure providing our customers a scalable, reliable, and cost-effective solution.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Cloud & Heat_small_logo]

[H4]
Cloud&Heat cloud services

Cloud services Infrastructure as a Service and Managed Kubernetes based on open source software and focused on delivering a personalized support to the customers.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: SQUILD_small_logo]

[H4]
sqCloud

Dedicated and Private Cloud — instantly available, scalable, and secure. Easy to manage, cost-efficient, and backed by personal support from our experienced team.
Details

[IMG: Rackspace_small_logo]

[H4]
Rackspace Public Cloud

Apps and sites run better on our high-performance cloud Whether you’re building a corporate website or a demanding application, our public cloud can power your most critical workloads.
Details

[IMG: OVHcloud_small_logo]

[H4]
OVH Public Cloud

Large public cloud built on 8 regions, our catalog starts from small and cheap instances and go to very large instances with dedicated resources. Our instances provides high performances and benefit from a trans-region private network.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Deutsche Telekom_small_logo]

[H4]
Open Telekom Cloud

Open Telekom Cloud is an international large-scale public OpenStack Powered Platform from Deutsche Telekom supported and operated by T-Systems out of Europe. It has been designed for simplicity, security, compliance, affordability and openness.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: China Unicom_small_logo]

[H4]
China Unicom Cloud

China Unicom Cloud is founded by China Unicom to operate IDC and cloud computing business over China, has been developed to support the projects from 100+ central enterprises and meet the needs of 200,000+ SME customers.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Safespring_small_logo]

[H4]
Nordic public Cloud Platform

A high-performance IaaS hosted on Nordic datacenters, secure, and EU-compliant cloud service built on OpenStack, designed for organisations with strict data protection requirements.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: DevStack_small_logo]

[H4]
DS Public

DS Public cloud distro OpenStack Powered cloud system with the first in South Korea. By using GPU, we improve processing speed of Cloud system dramatically, and prove our technical skills through successful cooperation with many agency.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Taikun Cloud_small_logo]

[H4]
Taikun OCP

Taikun OCP, powered by OpenStack, provides a scalable, open-source cloud infrastructure as a service for all business sizes. It offers comprehensive computing, storage, and networking management, ensuring security, reliability, and performance.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: VEXXHOST, Inc._small_logo]

[H4]
VEXXHOST Public Cloud

VEXXHOST is an established hosting company specialized in providing public cloud computing services that are delivered using the OpenStack projects. All the services are designed with performance, reliability and security as the core features.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Rackspace_small_logo]

[H4]
Rackspace OpenStack Flex

Rackspace OpenStack Flex is an enterprise-grade multi-tenant public cloud that provides performance and reliability at an affordable price.
Details

[IMG: Cleura_small_logo]

[H4]
Cleura Public Cloud

An open cloud for all your workloads.
With our Public Cloud you can get your infrastructure up and running in just a few clicks. Focus on building, testing and deploying your digital stack and launch your applications with full automation.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[H3] OpenStack Online Help

Try OpenStack public clouds

Get Certified

Use Cases

Open Infrastructure Summit

Ecosystem News

Technical Publications

OpenStack TCO Calculator by Mirantis

Does your company offer an OpenStack public cloud? Be listed here!
Email us for details
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