RRepoGEO

REPOGEO REPORT · LITE

HolmesGPT/holmesgpt

Default branch master · commit fb303ff8 · scanned 5/17/2026, 12:56:08 AM

GitHub: 2,439 stars · 341 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)

2 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 HolmesGPT/holmesgpt, 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
  • highabout#1
    Clarify the GitHub repository description to emphasize SRE and incident management

    Why:

    CURRENT
    SRE Agent - CNCF Sandbox Project
    COPY-PASTE FIX
    HolmesGPT is an open-source AI agent for SRE teams, specializing in automated incident investigation, root cause analysis, and proactive detection in Kubernetes and other production environments. A CNCF Sandbox Project.
  • highreadme#2
    Add a concise, explicit mission statement to the README's opening

    Why:

    CURRENT
    Open-source AI agent for investigating production incidents and finding root causes. Works with any stack — Kubernetes, VMs, cloud providers, databases, and SaaS platforms. We are a Cloud Native Computing Foundation sandbox project. Originally created by Robusta.Dev, with major contributions from Microsoft.
    COPY-PASTE FIX
    HolmesGPT is the open-source AI agent for Site Reliability Engineering (SRE) teams, purpose-built for automating incident investigation, root cause analysis, and proactive problem detection across Kubernetes, cloud, and hybrid environments. As a Cloud Native Computing Foundation (CNCF) sandbox project, it empowers SREs to resolve incidents faster and prevent outages.
  • mediumtopics#3
    Add more specific topics related to automation, root cause analysis, and remediation

    Why:

    CURRENT
    aiops, chatbot, chatops, devops, devops-tools, incident, incident-management, incident-response, jira, kubernetes, llm, llm-agent, llm-framework, llms, monitoring, observability, prometheus, site-reliability-engineering, slack, sre
    COPY-PASTE FIX
    aiops, chatbot, chatops, devops, devops-tools, incident, incident-management, incident-response, jira, kubernetes, llm, llm-agent, llm-framework, llms, monitoring, observability, prometheus, site-reliability-engineering, slack, sre, automation, root-cause-analysis, remediation

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 HolmesGPT/holmesgpt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PagerDuty AIOps
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. PagerDuty AIOps · recommended 1×
  2. Splunk IT Service Intelligence (ITSI) · recommended 1×
  3. Dynatrace Davis AI · recommended 1×
  4. Moogsoft AIOps · recommended 1×
  5. New Relic Applied Intelligence (NRAI) · recommended 1×
  • CATEGORY QUERY
    What AI-powered tools help SRE teams automate incident investigation and root cause analysis?
    you: not recommended
    AI recommended (in order):
    1. PagerDuty AIOps
    2. Splunk IT Service Intelligence (ITSI)
    3. Dynatrace Davis AI
    4. Moogsoft AIOps
    5. New Relic Applied Intelligence (NRAI)
    6. Datadog Watchdog
    7. LogicMonitor AIOps

    AI recommended 7 alternatives but never named HolmesGPT/holmesgpt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI agent for proactive incident detection and automated remediation in Kubernetes environments.
    you: not recommended
    AI recommended (in order):
    1. Datadog
    2. Rundeck
    3. Dynatrace
    4. New Relic
    5. Prometheus
    6. Alertmanager
    7. Ansible
    8. Kubernetes Operators
    9. Argo Workflows
    10. Splunk Observability Cloud
    11. SignalFx
    12. VictorOps
    13. Grafana
    14. Loki
    15. Mimir
    16. Cortex
    17. Kubeflow

    AI recommended 17 alternatives but never named HolmesGPT/holmesgpt. 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 HolmesGPT/holmesgpt?
    pass
    AI named HolmesGPT/holmesgpt explicitly

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

  • If a team adopts HolmesGPT/holmesgpt in production, what risks or prerequisites should they evaluate first?
    pass
    AI named HolmesGPT/holmesgpt 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 HolmesGPT/holmesgpt solve, and who is the primary audience?
    pass
    AI named HolmesGPT/holmesgpt explicitly

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

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MARKDOWN (README)
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HolmesGPT/holmesgpt — 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