RRepoGEO

REPOGEO REPORT · LITE

ChinaRan0/DeepSeekSelfTool

Default branch main · commit 1b437669 · scanned 6/1/2026, 6:28:28 PM

GitHub: 658 stars · 105 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 ChinaRan0/DeepSeekSelfTool, 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 README opening to clarify project type

    Why:

    CURRENT
    # DeepSeekSelfTool

首个由DeepSeek独立开发的AI网络安全工具箱
    COPY-PASTE FIX
    # DeepSeekSelfTool: AI Network Security Toolbox

This is the first AI-powered network security toolbox developed by DeepSeek, offering features like traffic analysis, JS code auditing, webshell detection, and more for security professionals.
  • hightopics#2
    Add specific topics to the repository

    Why:

    COPY-PASTE FIX
    ai-security, network-security, cybersecurity-tools, deepseek, traffic-analysis, webshell-detection, js-audit, llm-applications, security-auditing, red-team, blue-team
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected)
    COPY-PASTE FIX
    Create a file named 'LICENSE' in the repository root. This file should contain the full text of your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0) to clearly define the terms of use for your project.

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 ChinaRan0/DeepSeekSelfTool
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Darktrace
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Darktrace · recommended 1×
  2. Vectra AI · recommended 1×
  3. ExtraHop Reveal(x) · recommended 1×
  4. Cisco Secure Network Analytics · recommended 1×
  5. Snyk · recommended 1×
  • CATEGORY QUERY
    How can I use AI to analyze network traffic and audit JavaScript for security vulnerabilities?
    you: not recommended
    AI recommended (in order):
    1. Darktrace
    2. Vectra AI
    3. ExtraHop Reveal(x)
    4. Cisco Secure Network Analytics
    5. Snyk
    6. Checkmarx SAST
    7. Veracode Static Analysis
    8. Sonatype Nexus Lifecycle
    9. OWASP Dependency-Check (jeremylong/DependencyCheck)

    AI recommended 9 alternatives but never named ChinaRan0/DeepSeekSelfTool. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools are available for detecting webshells and converting HTTP requests to Python?
    you: not recommended
    AI recommended (in order):
    1. YARA
    2. Scikit-learn
    3. TensorFlow
    4. PyTorch
    5. ClamAV
    6. Malwarebytes Endpoint Detection and Response
    7. CrowdStrike Falcon Insight XDR
    8. Microsoft Defender for Endpoint
    9. Postman
    10. Insomnia
    11. curlconverter.com
    12. HTTPie
    13. ChatGPT
    14. Google Gemini
    15. Anthropic Claude

    AI recommended 15 alternatives but never named ChinaRan0/DeepSeekSelfTool. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 ChinaRan0/DeepSeekSelfTool?
    pass
    AI named ChinaRan0/DeepSeekSelfTool explicitly

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

  • If a team adopts ChinaRan0/DeepSeekSelfTool in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ChinaRan0/DeepSeekSelfTool 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 ChinaRan0/DeepSeekSelfTool solve, and who is the primary audience?
    pass
    AI named ChinaRan0/DeepSeekSelfTool 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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ChinaRan0/DeepSeekSelfTool — 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