RRepoGEO

REPOGEO REPORT · LITE

morpheuslord/GPT_Vuln-analyzer

Default branch main · commit 970b9536 · scanned 6/4/2026, 11:46:48 AM

GitHub: 594 stars · 67 forks

AI VISIBILITY SCORE
28 /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
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 morpheuslord/GPT_Vuln-analyzer, 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 statement to clarify the tool's purpose

    Why:

    CURRENT
    # GPT_Vuln-analyzer
    
    This is a Proof Of Concept application that demostrates how AI can be used to generate accurate results for vulnerability analysis and also allows further utilization of the already super useful ChatGPT made using openai-api, python-nmap, dnsresolver python modules and also use customtkinter and tkinter for the GUI version of the code. This project also has a CLI and a GUI interface, It is capable of doing network vulnerability analysis, DNS enumeration and also subdomain enumeration.
    COPY-PASTE FIX
    # GPT_Vuln-analyzer
    
    GPT_Vuln-analyzer is an AI-powered security tool that automates vulnerability report generation from network scan data (Nmap), DNS reconnaissance, PCAP analysis, and JWT analysis. It leverages ChatGPT, Bard, and Llama2 APIs to provide detailed insights and can perform extensive subdomain enumeration. Available with both CLI and GUI interfaces, it's designed for security researchers, ethical hackers, and developers needing efficient vulnerability analysis and reporting.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/morpheuslord/GPT_Vuln-analyzer
  • lowreadme#3
    Add a quick start guide for running the CLI/GUI application

    Why:

    CURRENT
    ## Usage Package
    
    ### Import packages
    
    ```bash
    cd package && pip3/pip install .
    ```
    
    Simple import any of the 3 packages and then add define the variables accordingly
    
    ```python
    from GVA.scanner import NetworkScanner
    from GVA.dns_recon import DNSRecon
    from GVA.geo import geo_ip_recon
    from GVA.jwt import JWTAnalyzer
    from GVA.menus import Menus
    from GVA.packet_analysis import PacketAnalysis
    from GVA.ai_models import NMAP_AI_MODEL
    from GVA.ai_models import DNS_AI_MODEL
    from GVA.ai_models import JWT_AI_MODEL
    from GVA.assets import Assets
    from GVA.subdomain import sub_enum
    from GVA import gui
    
    # The components defined
    dns_enum = DNSRecon()
    geo_ip = geo_ip_recon()
    p_ai_models = NMAP_AI_MODEL()
    dns_ai_models = DNS_AI_MODEL()
    port_scanner = Ne
    COPY-PASTE FIX
    ## Quick Start (CLI/GUI)
    
    To run the application directly via CLI or launch the GUI:
    
    ```bash
    # For CLI
    python3 main.py --cli
    
    # For GUI
    python3 main.py --gui
    ```
    
    ## Usage as a Package
    
    ### Import packages
    
    ```bash
    cd package && pip3/pip install .
    ```
    
    Simple import any of the 3 packages and then add define the variables accordingly
    
    ```python
    from GVA.scanner import NetworkScanner
    from GVA.dns_recon import DNSRecon
    from GVA.geo import geo_ip_recon
    from GVA.jwt import JWTAnalyzer
    from GVA.menus import Menus
    from GVA.packet_analysis import PacketAnalysis
    from GVA.ai_models import NMAP_AI_MODEL
    from GVA.ai_models import DNS_AI_MODEL
    from GVA.ai_models import JWT_AI_MODEL
    from GVA.assets import Assets
    from GVA.subdomain import sub_enum
    from GVA import gui
    
    # The components defined
    dns_enum = DNSRecon()
    geo_ip = geo_ip_recon()
    p_ai_models = NMAP_AI_MODEL()
    dns_ai_models = DNS_AI_MODEL()
    port_scanner = Ne

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 morpheuslord/GPT_Vuln-analyzer
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenVAS/Greenbone Security Manager (GSM)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenVAS/Greenbone Security Manager (GSM) · recommended 1×
  2. Python · recommended 1×
  3. scikit-learn · recommended 1×
  4. TensorFlow · recommended 1×
  5. PyTorch · recommended 1×
  • CATEGORY QUERY
    How to automate vulnerability report generation using AI from network scan results?
    you: not recommended
    AI recommended (in order):
    1. OpenVAS/Greenbone Security Manager (GSM)
    2. Python
    3. scikit-learn
    4. TensorFlow
    5. PyTorch
    6. lxml
    7. BeautifulSoup
    8. ReportLab
    9. Pandas
    10. Jinja2
    11. Nessus/Tenable.io
    12. Tenable.io API
    13. Qualys VMDR
    14. Qualys API
    15. DefectDojo
    16. DefectDojo API
    17. OWASP ZAP
    18. Burp Suite
    19. NLTK
    20. spaCy
    21. Hugging Face Transformers
    22. XGBoost
    23. LightGBM
    24. cron
    25. Windows Task Scheduler

    AI recommended 25 alternatives but never named morpheuslord/GPT_Vuln-analyzer. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for AI-driven security analysis combining network and DNS reconnaissance?
    you: not recommended
    AI recommended (in order):
    1. Splunk Enterprise Security (ES) with Splunk UBA
    2. Exabeam Fusion SIEM and XDR
    3. Darktrace Enterprise Immune System
    4. Vectra AI (Cognito Detect & Stream)
    5. Cisco Secure Network Analytics (Stealthwatch) with Cisco Secure DNS (Umbrella)
    6. Elastic Security (SIEM) with Elastic Machine Learning

    AI recommended 6 alternatives but never named morpheuslord/GPT_Vuln-analyzer. 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 morpheuslord/GPT_Vuln-analyzer?
    pass
    AI named morpheuslord/GPT_Vuln-analyzer explicitly

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

  • If a team adopts morpheuslord/GPT_Vuln-analyzer in production, what risks or prerequisites should they evaluate first?
    pass
    AI named morpheuslord/GPT_Vuln-analyzer 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 morpheuslord/GPT_Vuln-analyzer solve, and who is the primary audience?
    pass
    AI did not name morpheuslord/GPT_Vuln-analyzer — 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?

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morpheuslord/GPT_Vuln-analyzer — 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