REPOGEO REPORT · LITE

robusta-dev/kubernetes-chatgpt-bot

Default branch main · commit cb0cd849 · scanned 6/4/2026, 11:27:57 AM

GitHub: 915 stars · 98 forks

AI VISIBILITY SCORE

28 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 warn · 0 fail

Objective metadata checks

AI knows your name

2 / 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 robusta-dev/kubernetes-chatgpt-bot, 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 deprecation notice in README

Why:

CURRENT

## 🚨The Kubernetes ChatGPT Bot project will be deprecated and replaced by HolmesGPT, our advanced Open Source DevOps assistant. With Holmes you can investigate incidents, triage issues, enrich alerts and much more. Check it out https://github.com/robusta-dev/holmesgpt

# Introduction

A ChatGPT[^1] bot for Kubernetes issues. Ask the AI how to solve your Prometheus alerts, get pithy responses.

COPY-PASTE FIX

# Introduction

A ChatGPT[^1] bot for Kubernetes issues. Ask the AI how to solve your Prometheus alerts, get pithy responses. No more solving alerts alone in the darkness - the internet has your back.

## 🚨 Important Notice: This project will be deprecated and replaced by HolmesGPT, our advanced Open Source DevOps assistant. HolmesGPT offers broader capabilities for incident investigation, alert triage, and enrichment. Please check it out here: https://github.com/robusta-dev/holmesgpt

highlicense#2

Add a LICENSE file

Why:

COPY-PASTE FIX

Create a `LICENSE` file in the repository root, containing the text of a standard open-source license.

mediumhomepage#3

Add a homepage URL

Why:

COPY-PASTE FIX

Set the repository homepage URL to `https://github.com/robusta-dev/holmesgpt` in the repository settings.

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 robusta-dev/kubernetes-chatgpt-bot

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Opsgenie

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Opsgenie · recommended 2×
PagerDuty · recommended 2×
kubeshop/botkube · recommended 1×
VictorOps · recommended 1×
Splunk On-Call · recommended 1×

CATEGORY QUERY
What tools can help explain and suggest fixes for Kubernetes alerts via a chat interface?
you: not recommended
AI recommended (in order):
1. BotKube (kubeshop/botkube)
2. Opsgenie
3. PagerDuty
4. VictorOps
5. Splunk On-Call
6. Grafana (grafana/grafana)
7. Hubot (hubotio/hubot)
8. Errbot (errbotio/errbot)
AI recommended 8 alternatives but never named robusta-dev/kubernetes-chatgpt-bot. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for an AI assistant to triage and respond to Kubernetes incidents in Slack.
you: not recommended
AI recommended (in order):
1. BotKube
2. Robusta.dev
3. Opsgenie
4. PagerDuty
5. Grafana Incident
6. Datadog
7. Sentry
AI recommended 7 alternatives but never named robusta-dev/kubernetes-chatgpt-bot. This is the gap to close.
Show full AI answer

Objective checks

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

Metadata completeness
warn
Suggestion:
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 robusta-dev/kubernetes-chatgpt-bot?
pass
AI did not name robusta-dev/kubernetes-chatgpt-bot — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts robusta-dev/kubernetes-chatgpt-bot in production, what risks or prerequisites should they evaluate first?
pass
AI named robusta-dev/kubernetes-chatgpt-bot 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 robusta-dev/kubernetes-chatgpt-bot solve, and who is the primary audience?
pass
AI named robusta-dev/kubernetes-chatgpt-bot 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 robusta-dev/kubernetes-chatgpt-bot. 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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robusta-dev/kubernetes-chatgpt-bot — 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