RRepoGEO

REPOGEO REPORT · LITE

HolmesGPT/holmesgpt

Default branch master · commit e288d765 · scanned 6/28/2026, 1:01:19 AM

GitHub: 2,740 stars · 392 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
33 /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
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 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
  • highreadme#1
    Reposition the README's opening paragraph to clarify SRE focus

    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 CNCF SRE Agent: an open-source AI agent specifically designed for investigating production incidents and finding root causes across any stack – Kubernetes, VMs, cloud providers, databases, and SaaS platforms. Originally created by Robusta.Dev, with major contributions from Microsoft.
  • mediumabout#2
    Enhance the 'about' description to reinforce SRE agent identity

    Why:

    CURRENT
    SRE Agent - CNCF Sandbox Project
    COPY-PASTE FIX
    HolmesGPT is the CNCF SRE Agent: an open-source AI agent for automating incident investigation and finding root causes in production environments. A Cloud Native Computing Foundation sandbox project.
  • mediumcomparison#3
    Add a 'comparison' section to explicitly differentiate from generic LLM frameworks

    Why:

    COPY-PASTE FIX
    ## How HolmesGPT Compares

Unlike general-purpose LLM frameworks or fictional AI assistants, HolmesGPT is purpose-built as a CNCF SRE Agent. It focuses exclusively on automating the investigation and root cause analysis of real-world production incidents, integrating with your existing SRE tools and infrastructure.

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
Dynatrace
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Dynatrace · recommended 2×
  2. PagerDuty Process Automation · recommended 1×
  3. Gremlin · recommended 1×
  4. Splunk SOAR · recommended 1×
  5. Cortex XSOAR · recommended 1×
  • CATEGORY QUERY
    AI agent to automate incident investigation and find root causes in production environments?
    you: not recommended
    AI recommended (in order):
    1. PagerDuty Process Automation
    2. Gremlin
    3. Splunk SOAR
    4. Cortex XSOAR
    5. Moogsoft
    6. Dynatrace
    7. ServiceNow IT Operations Management

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

    Show full AI answer
  • CATEGORY QUERY
    Tool for proactive SRE incident detection and automated response in Kubernetes?
    you: not recommended
    AI recommended (in order):
    1. Datadog
    2. PagerDuty
    3. Rundeck
    4. Prometheus
    5. Alertmanager
    6. Thanos
    7. Ansible
    8. Grafana Cloud
    9. Mimir
    10. Loki
    11. Tempo
    12. New Relic
    13. Dynatrace
    14. Keptn
    15. Splunk Observability Cloud
    16. SignalFx
    17. Splunk APM
    18. Splunk On-Call
    19. VictorOps

    AI recommended 19 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 did not name HolmesGPT/holmesgpt — 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?

Embed your GEO score

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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