Managed Kubernetes & Container Services
Managed container orchestration platforms that provide hosted Kubernetes clusters, container registries, and related developer tooling for deploying containerized applications.
Google is the default answer in AI responses for Managed Kubernetes & Container Services
When users ask ChatGPT, Claude, or Gemini about Managed Kubernetes & Container Services, Google is the brand that surfaces first - unprompted, consistently, and usually at the top of any list the model generates. Amazon is a close second, but the gap between them is meaningful. If you're competing in this space and you're not in the top handful, you're effectively invisible to AI-driven discovery.
Brand Leaderboard All 32 Managed Kubernetes & Container Services brands ranked
Ranked by overall AI Visibility Score (geometric mean of LBA, Authority, and TOM). Click any brand for the full report.
| # | Brand | LBA | Authority | TOM | Overall |
|---|---|---|---|---|---|
| 1 |
 Google
google.com
|
89 | 96 | 100 | 95 |
| 2 |
 Amazon
amazon.com
|
87 | 60 | 94 | 79 |
| 3 |
 DigitalOcean
digitalocean.com
|
87 | 33 | 63 | 56 |
| 4 |
 OpenShift
openshift.com
|
87 | 19 | 48 | 43 |
| 5 |
 Red Hat OpenShift
redhat.com
|
82 | 17 | 42 | 39 |
| 6 |
 Oracle
oracle.com
|
77 | 9 | 24 | 26 |
| 7 |
 Linode
linode.com
|
78 | 6 | 13 | 18 |
| 8 |
 Rancher
rancher.com
|
86 | 0 | 9 | 7 |
| 9 |
 IBM
ibm.com
|
80 | 0 | 13 | 2 |
| 10 |
 Microsoft
microsoft.com
|
100 | 0 | 6 | 2 |
| 11 |
 Tanzu
vmware.com
|
69 | 0 | 7 | 2 |
| 12 |
 Civo
civo.com
|
56 | 0 | 2 | 1 |
| 13 |
 Platform9
platform9.com
|
63 | 0 | 3 | 1 |
| 14 |
 Scaleway
scaleway.com
|
65 | 0 | 1 | 1 |
| 15 |
 Alibaba Cloud
alibabacloud.com
|
67 | 0 | 0 | 0 |
| 16 |
 Azure DevOps
azure.com
|
62 | 0 | 0 | 0 |
| 17 |
 Cycle
cycle.io
|
28 | 0 | 0 | 0 |
| 18 |
 D2iQ
d2iq.com
|
56 | 0 | 0 | 0 |
| 19 |
 Giant Swarm
giantswarm.io
|
62 | 0 | 0 | 0 |
| 20 |
 Huawei Cloud
huaweicloud.com
|
61 | 0 | 0 | 0 |
| 21 |
 Kubermatic
kubermatic.com
|
59 | 0 | 0 | 0 |
| 22 |
 Kublr
kublr.com
|
39 | 0 | 0 | 0 |
| 23 |
 Mirantis
mirantis.com
|
72 | 0 | 0 | 0 |
| 24 |
 Northflank
northflank.com
|
50 | 0 | 0 | 0 |
| 25 |
 OVHcloud
ovhcloud.com
|
65 | 0 | 0 | 0 |
| 26 |
 Porter
portermetrics.com
|
53 | 0 | 0 | 0 |
| 27 |
 Qovery
qovery.com
|
59 | 0 | 0 | 0 |
| 28 |
 Rafay
rafay.co
|
58 | 0 | 0 | 0 |
| 29 |
 Spectro Cloud
spectrocloud.com
|
67 | 0 | 0 | 0 |
| 30 |
 Tencent Cloud
tencentcloud.com
|
67 | 0 | 0 | 0 |
| 31 |
 Vultr
vultr.com
|
71 | 0 | 0 | 0 |
| 32 |
Z
Zeet
zeet.co
|
29 | 0 | 0 | 0 |
How is this calculated? Methodology
Every brand in this leaderboard is scored against the same set of 253 shared Managed Kubernetes & Container Services prompts. The same prompts, same model, same iterations. So differences in scores reflect actual differences in AI visibility, not differences in measurement.
Overall AI Visibility Score
(LBA × Authority × TOM)^(1/3). Geometric mean is used so that any single weak metric pulls the overall score down, rather than being masked by strength elsewhere.
Shared industry prompts
Latent Brand Association (LBA)
quality × meta × stability × share × recognition × 100. Read the full LBA methodology →