REPOGEO REPORT · LITE

collabnix/kubetools

Default branch master · commit edf96b75 · scanned 6/24/2026, 2:48:30 PM

GitHub: 3,441 stars · 623 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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

Strengthen README's opening to highlight `kubetools` as the definitive resource for Kubernetes tools

Why:

CURRENT

Kubetools is built with a purpose to build a curated list of popular Kubernetes tools.

COPY-PASTE FIX

Kubetools is the definitive, actively maintained directory for discovering and evaluating the most popular and essential Kubernetes tools across all categories, from cluster management to security.

mediumtopics#2

Add topics that describe the repo's nature as a curated 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, curated-list, devops-tools, cloud-native-tools, grafana, hacktoberfest, hacktoberfest2020, helm, helmcharts, helmpack, iot, jenkins, k8s-cluster, kubernetes, kubernetes-cli, kubernetes-clusters, kubernetes-operational, kubernetes-resource, monitoring, monitoring-tool, prometheus, thanos

lowreadme#3
Update or remove the future date in 'Top Featured Kubernetes Tools'
Why:
CURRENT
```
Top Featured Kubernetes Tools( June 2026)
```
COPY-PASTE FIX
```
Top Featured Kubernetes Tools (June 2024)
```

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

Prometheus

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Prometheus · recommended 2×
Grafana · recommended 2×
Helm · recommended 1×
kubectl · recommended 1×
Fluentd · 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. Helm
2. Prometheus
3. Grafana
4. kubectl
5. Fluentd
6. Fluent Bit
7. Argo CD
8. Kyverno
9. OPA Gatekeeper
10. Kube-state-metrics
AI recommended 10 alternatives but never named collabnix/kubetools. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a comprehensive list of tools to monitor and troubleshoot Kubernetes clusters.
you: not recommended
AI recommended (in order):
1. Prometheus
2. Grafana
3. Datadog
4. New Relic
5. Dynatrace
6. Splunk Observability Cloud
7. Thanos
8. Elasticsearch
9. Logstash
10. Kibana
AI recommended 10 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.

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MARKDOWN (README)

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<a href="https://repogeo.com/en/r/collabnix/kubetools"><img src="https://repogeo.com/badge/collabnix/kubetools.svg" alt="RepoGEO" /></a>

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