RRepoGEO

REPOGEO REPORT · LITE

Clouditera/SecGPT

Default branch main · commit ee941988 · scanned 5/10/2026, 11:52:33 AM

GitHub: 3,028 stars · 362 forks

AI VISIBILITY SCORE
35 /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
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 Clouditera/SecGPT, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Update the 'About' description with English keywords

    Why:

    CURRENT
    SecGPT网络安全大模型
    COPY-PASTE FIX
    SecGPT: The first open-source large language model (LLM) specialized for cybersecurity tasks like vulnerability analysis, threat detection, and incident response.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/Clouditera/secgpt

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 Clouditera/SecGPT
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Llama 3
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Llama 3 · recommended 1×
  2. Mistral Large · recommended 1×
  3. Mixtral 8x7B · recommended 1×
  4. Falcon 40B · recommended 1×
  5. Falcon 180B · recommended 1×
  • CATEGORY QUERY
    What open-source large language models are available for cybersecurity analysis and threat detection?
    you: not recommended
    AI recommended (in order):
    1. Llama 3
    2. Mistral Large
    3. Mixtral 8x7B
    4. Falcon 40B
    5. Falcon 180B
    6. OpenHermes 2.5
    7. Nous Hermes 2
    8. Code Llama
    9. Gemma

    AI recommended 9 alternatives but never named Clouditera/SecGPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI model to automate vulnerability assessment and incident response in a security operations center.
    you: not recommended
    AI recommended (in order):
    1. Splunk Phantom (now Splunk SOAR)
    2. IBM Security QRadar Advisor with Watson
    3. Exabeam Fusion SIEM + SOAR
    4. Cortex XSOAR (Palo Alto Networks)
    5. Rapid7 InsightVM
    6. InsightConnect
    7. Microsoft Azure Sentinel
    8. Swimlane SOAR

    AI recommended 8 alternatives but never named Clouditera/SecGPT. 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 Clouditera/SecGPT?
    pass
    AI named Clouditera/SecGPT explicitly

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

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

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

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Clouditera/SecGPT — 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