REPOGEO REPORT · LITE

collabnix/kubetools

Default branch master · commit a200d7b3 · scanned 5/14/2026, 3:22:45 AM

GitHub: 3,421 stars · 619 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 collabnix/kubetools, 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

Clarify repo's nature as a *list* of tools, not a collection of scripts, in the README's opening.

Why:

CURRENT

Kubetools - A Curated List of Kubernetes Tools

There are more than 500+ Kubernetes Certified Service Providers and tons of Kubernetes Certified distributions. Choosing a right distribution can be a daunting task. Kubetools is built with a purpose to build a curated list of popular Kubernetes tools. It is actively maintained by Collabnix Slack Community.

COPY-PASTE FIX

Kubetools - A Curated List of Kubernetes Tools

This repository is a comprehensive, actively maintained directory of popular Kubernetes tools, not a collection of scripts or a single tool. It helps users navigate the vast ecosystem of Kubernetes tools by providing a curated list, maintained by the Collabnix Slack Community.

mediumtopics#2

Add topics that explicitly describe the repo as a list/directory.

Why:

CURRENT

grafana, hacktoberfest, hacktoberfest2020, helm, helmcharts, helmpack, iot, jenkins, k8s-cluster, kubernetes, kubernetes-cli, kubernetes-clusters, kubernetes-operational, kubernetes-resource, monitoring, monitoring-tool, prometheus, thanos

COPY-PASTE FIX

awesome-list, kubernetes-tools-list, tool-directory, resource-list, kubernetes-ecosystem, grafana, hacktoberfest, hacktoberfest2020, helm, helmcharts, helmpack, iot, jenkins, k8s-cluster, kubernetes, kubernetes-cli, kubernetes-clusters, kubernetes-operational, kubernetes-resource, monitoring, monitoring-tool, prometheus, thanos

lowabout#3

Refine the repository description to emphasize its nature as a curated *directory*.

Why:

CURRENT

Kubetools - Curated List of Kubernetes Tools

COPY-PASTE FIX

Kubetools: A comprehensive, curated directory of essential tools for managing and operating Kubernetes clusters.

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 collabnix/kubetools

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

kubectl

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

kubectl · recommended 2×
Prometheus · recommended 2×
Grafana · recommended 2×
Kube-state-metrics · recommended 2×
Helm · recommended 1×

CATEGORY QUERY
What are the essential tools for managing and operating a Kubernetes cluster effectively?
you: not recommended
AI recommended (in order):
1. kubectl
2. Helm
3. Prometheus
4. Grafana
5. Elasticsearch
6. Fluentd
7. Fluent Bit
8. Kibana
9. Argo CD
10. Falco
11. Kube-state-metrics
AI recommended 11 alternatives but never named collabnix/kubetools. This is the gap to close.
Show full AI answer
CATEGORY QUERY
I need a comprehensive list of recommended utilities for Kubernetes troubleshooting and monitoring.
you: not recommended
AI recommended (in order):
1. Prometheus
2. Grafana
3. Datadog
4. New Relic
5. Dynatrace
6. kubectl
7. Kube-state-metrics
8. Jaeger
9. Zipkin
AI recommended 9 alternatives but never named collabnix/kubetools. 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 collabnix/kubetools?
pass
AI named collabnix/kubetools explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts collabnix/kubetools in production, what risks or prerequisites should they evaluate first?
pass
AI named collabnix/kubetools 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 collabnix/kubetools solve, and who is the primary audience?
pass
AI named collabnix/kubetools 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 collabnix/kubetools. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

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HTML

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Pro

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collabnix/kubetools — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite