RRepoGEO

REPOGEO REPORT · LITE

beenuar/AiSOC

Default branch main · commit f15e47ec · scanned 5/24/2026, 6:16:58 PM

GitHub: 1,101 stars · 103 forks

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 beenuar/AiSOC, 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 statement to explicitly state its full category and purpose

    Why:

    CURRENT
    An open-source, self-hostable AI SOC. The agent's prompts, tool calls, and rationale are logged step-by-step and replayable. MIT-licensed.
    COPY-PASTE FIX
    AiSOC is an open-source, self-hostable AI-powered Security Operations Center (SOC) for automated threat detection and incident response. It provides alert fusion, purple-team drills, agent-assisted triage, and MITRE ATT&CK investigation. The agent's prompts, tool calls, and rationale are logged step-by-step and replayable. MIT-licensed.
  • mediumcomparison#2
    Ensure 'How AiSOC compares' section clearly differentiates from common alternatives

    Why:

    COPY-PASTE FIX
    Review the 'How AiSOC compares' section to explicitly contrast AiSOC's AI-powered, end-to-end SOC capabilities against traditional SIEMs (e.g., Splunk, Elastic) and open-source SOAR/IR platforms (e.g., Shuffle, TheHive), highlighting its unique focus on AI-driven investigation and self-hostability.
  • lowabout#3
    Refine the 'About' section for maximum keyword density and clarity

    Why:

    CURRENT
    Open-source AI-powered Security Operations Center — alert fusion, purple-team drills, agent-assisted triage, MITRE ATT&CK investigation. MIT-licensed, self-hostable.
    COPY-PASTE FIX
    Open-source, self-hostable AI-powered Security Operations Center (SOC) for automated threat detection, incident response, and purple-team drills, with MITRE ATT&CK integration.

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 beenuar/AiSOC
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
shuffle/shuffle
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. shuffle/shuffle · recommended 1×
  2. TheHive-Project/TheHive · recommended 1×
  3. TheHive-Project/Cortex · recommended 1×
  4. MISP/MISP · recommended 1×
  5. OpenCTI-Platform/opencti · recommended 1×
  • CATEGORY QUERY
    What open-source AI tools exist for automating security operations and incident response?
    you: not recommended
    AI recommended (in order):
    1. Shuffle (shuffle/shuffle)
    2. TheHive Project (TheHive-Project/TheHive)
    3. Cortex (TheHive-Project/Cortex)
    4. MISP (MISP/MISP)
    5. OpenCTI (OpenCTI-Platform/opencti)
    6. GRR Rapid Response (google/grr)
    7. YARA (VirusTotal/yara)
    8. Sigma (SigmaHQ/sigma)

    AI recommended 8 alternatives but never named beenuar/AiSOC. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for self-hostable AI SOC solutions with MITRE ATT&CK integration for threat detection.
    you: not recommended
    AI recommended (in order):
    1. Elastic Security
    2. Splunk Enterprise Security
    3. Securonix Next-Gen SIEM
    4. IBM QRadar
    5. Exabeam Fusion SIEM
    6. Apache Metron
    7. Open Distro for Elasticsearch Security Analytics (opendistro-for-elasticsearch/security-analytics)
    8. Wazuh (wazuh/wazuh)

    AI recommended 8 alternatives but never named beenuar/AiSOC. 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 beenuar/AiSOC?
    pass
    AI named beenuar/AiSOC explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite