RRepoGEO

REPOGEO REPORT · LITE

guiqui/k8Studio

Default branch master · commit e9565a06 · scanned 6/9/2026, 11:16:49 AM

GitHub: 920 stars · 31 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface guiqui/k8Studio, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition core value proposition and V3 features to the top of the README

    Why:

    CURRENT
    # 📢 Announcement: Version 2 in Maintenance Mode — Welcome to Version 3!
    COPY-PASTE FIX
    K8Studio V3 is a powerful, cross-platform client IDE designed to simplify Kubernetes cluster management. It offers multicluster support, advanced logging, and an integrated AI Copilot for efficient troubleshooting and deployment across EKS, GKE, AKS, IBM Cloud, or your own bare metal clusters.

# 📢 Announcement: Version 2 in Maintenance Mode — Welcome to Version 3!
...
  • mediumreadme#2
    Clarify the project's license(s) in the README

    Why:

    COPY-PASTE FIX
    This project is licensed under [Specify License Name(s) here, e.g., 'a custom license, see LICENSE file for details.' or 'a combination of X and Y licenses, as detailed in the LICENSE file.']
  • lowtopics#3
    Add more specific topics related to IDE and GUI

    Why:

    CURRENT
    cloud, crd-controller, devops, eks, eks-cluster, gke, gke-cluster, helm, kubectl, kubernetes, kubernetes-cluster, kubernetes-deployment, kubernetes-operator
    COPY-PASTE FIX
    cloud, crd-controller, devops, eks, eks-cluster, gke, gke-cluster, helm, kubectl, kubernetes, kubernetes-cluster, kubernetes-deployment, kubernetes-operator, kubernetes-ide, gui, desktop-app

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface guiqui/k8Studio
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
k8slens/lens
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. k8slens/lens · recommended 2×
  2. Lens · recommended 1×
  3. Rancher · recommended 1×
  4. OpenShift Console · recommended 1×
  5. Kubeapps · recommended 1×
  • CATEGORY QUERY
    What's a good graphical tool to manage multiple Kubernetes clusters efficiently?
    you: not recommended
    AI recommended (in order):
    1. Lens
    2. Rancher
    3. OpenShift Console
    4. Kubeapps
    5. Portainer Business Edition
    6. Octant

    AI recommended 6 alternatives but never named guiqui/k8Studio. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need an IDE with advanced Kubernetes logging and AI assistance for troubleshooting deployments.
    you: not recommended
    AI recommended (in order):
    1. VS Code (microsoft/vscode)
    2. Lens Extension (for VS Code) (k8slens/lens)
    3. GitHub Copilot (github/copilot)
    4. CodeWhisperer
    5. Tabnine (tabnine/tabnine)
    6. Lens IDE (k8slens/lens)
    7. JetBrains Aqua
    8. IntelliJ IDEA Ultimate
    9. Google Cloud Code
    10. Rancher Desktop (rancher-sandbox/rancher-desktop)

    AI recommended 10 alternatives but never named guiqui/k8Studio. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of guiqui/k8Studio?
    pass
    AI named guiqui/k8Studio explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts guiqui/k8Studio in production, what risks or prerequisites should they evaluate first?
    pass
    AI named guiqui/k8Studio explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo guiqui/k8Studio solve, and who is the primary audience?
    pass
    AI named guiqui/k8Studio explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of guiqui/k8Studio. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/guiqui/k8Studio"><img src="https://repogeo.com/badge/guiqui/k8Studio.svg" alt="RepoGEO" /></a>
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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite