RRepoGEO

REPOGEO REPORT · LITE

A3sal0n/CyberThreatHunting

Default branch master · commit 4b1b6076 · scanned 5/31/2026, 9:47:50 PM

GitHub: 919 stars · 165 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 A3sal0n/CyberThreatHunting, 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 description to emphasize curation and guidance

    Why:

    CURRENT
    A collection of tools and other resources for threat hunters.
    COPY-PASTE FIX
    A curated and comprehensive collection of open-source tools, methodologies, and essential resources designed to empower cybersecurity professionals in proactive cyber threat hunting and incident response.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/A3sal0n/CyberThreatHunting
  • lowreadme#3
    Add a 'Why This Collection?' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section, e.g., '## Why This Collection?' with content like: 'This repository serves as a centralized hub, meticulously curating the most effective open-source tools, foundational resources, and advanced techniques for cyber threat hunting. It's designed to streamline your workflow, provide actionable insights, and guide you through complex threat landscapes, from initial setup to advanced analysis.'

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 A3sal0n/CyberThreatHunting
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Velocidex/velociraptor
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Velocidex/velociraptor · recommended 2×
  2. volatilityfoundation/volatility3 · recommended 2×
  3. Elastic Stack · recommended 1×
  4. zeek/zeek · recommended 1×
  5. wazuh/wazuh · recommended 1×
  • CATEGORY QUERY
    What are effective open-source tools for cybersecurity threat hunting and incident response?
    you: not recommended
    AI recommended (in order):
    1. Elastic Stack
    2. Zeek (zeek/zeek)
    3. Wazuh (wazuh/wazuh)
    4. Velociraptor (Velocidex/velociraptor)
    5. Volatility Framework (volatilityfoundation/volatility3)
    6. YARA (VirusTotal/yara)
    7. GRR Rapid Response (google/grr)

    AI recommended 7 alternatives but never named A3sal0n/CyberThreatHunting. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to perform live response data collection and forensic artifact analysis?
    you: not recommended
    AI recommended (in order):
    1. Velociraptor (Velocidex/velociraptor)
    2. KAPE (Kroll Artifact Parser and Extractor)
    3. OSQuery (osquery/osquery)
    4. FTK Imager
    5. Volatility Framework (volatilityfoundation/volatility3)
    6. Sysinternals Suite
    7. CimSweep (swiftonsecurity/CimSweep)

    AI recommended 7 alternatives but never named A3sal0n/CyberThreatHunting. 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 A3sal0n/CyberThreatHunting?
    pass
    AI named A3sal0n/CyberThreatHunting explicitly

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

  • If a team adopts A3sal0n/CyberThreatHunting in production, what risks or prerequisites should they evaluate first?
    pass
    AI named A3sal0n/CyberThreatHunting 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 A3sal0n/CyberThreatHunting solve, and who is the primary audience?
    pass
    AI named A3sal0n/CyberThreatHunting explicitly

    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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A3sal0n/CyberThreatHunting — 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