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migrate vm workloads to kubernetes

informationalSoftware & SaaSAnalyzed 07/02/2025

AI Search Visibility Analysis

Analyze how brands appear across multiple AI search platforms for a specific prompt

Prompt Report Analysis Visualization
High Impact

Total Mentions

Total number of times a brand appears

across all AI platforms for this prompt

Reach

Platform Presence

Number of AI platforms where the brand

was mentioned for this prompt

Authority

Linkbacks

Number of times brand website was

linked in AI responses

Reputation

Sentiment

Overall emotional tone when brand is

mentioned (Positive/Neutral/Negative)

Brand Performance Across AI Platforms

3
Platforms Covered
11
Brands Found
0
Total Mentions
BRANDTOTAL MENTIONSPLATFORM PRESENCELINKBACKSSENTIMENTSCORE
1Google Cloud
0
2
95
2Kubernetes
0
0
82
3KubeVirt
0
0
82
4Amazon EKS
0
0
76
5IBM
0
1
68
6Forklift
0
0
68
7Grafana
0
0
58
8Docker
0
0
58
9Helm
0
0
58
10Prometheus
0
0
58
11Azure
0
0
55
Referenced Domains Analysis
All 27 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
ChatGPT:
0
Perplexity:
0
Google AIO:
5
5
ChatGPT:
0
Perplexity:
1
Google AIO:
2
3
ChatGPT:
1
Perplexity:
1
Google AIO:
1
3
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
ChatGPT:
0
Perplexity:
0
Google AIO:
2
2
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
1
Perplexity:
0
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
1
Perplexity:
0
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1

Strategic Insights & Recommendations

Dominant Brand

KubeVirt emerges as the most recommended solution across all platforms for VM-to-Kubernetes migration, especially for legacy workloads.

Platform Gap

ChatGPT focuses on managed cloud services, Google AIO emphasizes Google Cloud tools, while Perplexity provides the most technical depth with specific migration tools.

Link Opportunity

There's an opportunity to create comprehensive guides comparing KubeVirt vs containerization approaches and detailed tutorials for specific cloud platforms.

Key Takeaways for This Prompt

KubeVirt allows running VMs alongside containers in Kubernetes, making it ideal for legacy applications that can't be easily containerized.

Migration strategies range from lift-and-shift approaches to full application refactoring into microservices and containers.

Managed Kubernetes services like AWS EKS, Google GKE, and Azure AKS simplify cluster setup and management during migration.

Proper workload assessment is crucial to determine whether applications should be containerized or run as VMs within Kubernetes.

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

3168 Characters

BRAND (5)

Azure
Kubernetes
Amazon EKS
KubeVirt
Forklift

SUMMARY

ChatGPT provides a comprehensive 7-step migration guide covering workload assessment, strategy selection (lift-and-shift vs refactoring), and key tools like KubeVirt and Forklift. It emphasizes managed services like Azure AKS and Amazon EKS, recommending professional consulting for complex migrations. The response focuses on structured planning, testing, and optimization phases.

Perplexity

3834 Characters

BRAND (10)

IBM
Google Cloud
Grafana
Docker
Kubernetes
Helm
Prometheus
Amazon EKS
KubeVirt
Forklift

SUMMARY

Perplexity presents a detailed analysis with two main approaches: running VMs on Kubernetes via KubeVirt and full containerization. It provides specific technical details about VM image conversion, persistent volumes, and migration tools like Forklift. The response includes a helpful comparison table and emphasizes the importance of workload assessment for choosing the right approach.

Google AIO

2858 Characters

BRAND (8)

Google Cloud
Grafana
Docker
Kubernetes
Helm
Prometheus
Amazon EKS
KubeVirt

SUMMARY

Google AIO offers a practical breakdown of the migration process, covering workload auditing, containerization strategies, and Kubernetes platform selection. It highlights tools like KubeVirt and Google's Migrate to Containers, while addressing benefits like improved scalability and resource optimization. The response includes considerations for complexity and legacy application challenges.

REFERENCES (30)

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How to Migrate VM Workloads to Kubernetes: Complete Guide | Geneo