Container Platforms Vendors Losing in AI Search
9 container platforms brands that ChatGPT, Claude, Perplexity and Gemini aren't citing when real buyers ask — last 90 days. How we measure this.
| # | Vendor | Loss rate | |
|---|---|---|---|
| 1 | Kubernetes kubernetes.io 0/5 probes cited | 100% | Claim Kubernetes |
| 2 | OpenShift redhat.com/en/technologies/cloud-computing/openshift 0/5 probes cited | 100% | Claim OpenShift |
| 3 | HashiCorp Nomad hashicorp.com/products/nomad 0/5 probes cited | 100% | Claim HashiCorp Nomad |
| 4 | Portainer portainer.io 0/5 probes cited | 100% | Claim Portainer |
| 5 | AWS ECS aws.amazon.com/ecs 0/5 probes cited | 100% | Claim AWS ECS |
| 6 | Google Kubernetes Engine cloud.google.com/kubernetes-engine 0/5 probes cited | 100% | Claim Google Kubernetes Engine |
| 7 | DigitalOcean Kubernetes digitalocean.com/products/kubernetes 0/5 probes cited | 100% | Claim DigitalOcean Kubernetes |
| 8 | Azure Kubernetes Service azure.microsoft.com/en-us/products/kubernetes-service 0/5 probes cited | 100% | Claim Azure Kubernetes Service |
| 9 | Docker docker.com 2/5 probes cited | 60% | Claim Docker |
Is your brand on this list — or about to be?
Drop your work email and we'll send your own citation rate across ChatGPT, Claude, Gemini, Perplexity and Copilot, the buyer questions you're losing, and who's quoted instead.
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What "losing" means here
We run real buyer-intent queries (like "best container platforms software") against ChatGPT, Claude, Perplexity and Gemini on a rolling schedule. A vendor is "losing" when it's cited in fewer than 40% of its probes and has at least 5 probes on record. If you represent one of these brands, claim your listing to see the full list of losing queries and start weekly monitoring.