RRepoGEO

REPOGEO REPORT · LITE

GH05TCREW/pentestagent

Default branch main · commit 37be4dde · scanned 6/22/2026, 2:13:00 AM

GitHub: 2,666 stars · 526 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 GH05TCREW/pentestagent, 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
    Add a concise, differentiating opening statement to the README

    Why:

    CURRENT
    The README immediately jumps from the title to requirements and installation.
    COPY-PASTE FIX
    PentestAgent is an advanced AI agent framework designed specifically for autonomous black-box security testing, enabling bug bounty hunters, red teams, and penetration testers to automate complex workflows beyond traditional scanners or generic LLM orchestrators.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/GH05TCREW/pentestagent
  • lowreadme#3
    Add a 'Key Features' or 'How it Works' section to the README

    Why:

    CURRENT
    The README focuses on setup and configuration after the title.
    COPY-PASTE FIX
    ## Key Features

- **Autonomous Reconnaissance:** Automatically gathers information on target systems.
- **Vulnerability Analysis:** Identifies and prioritizes security flaws using AI-driven reasoning.
- **Exploitation Planning:** Develops and executes multi-step attack plans.
- **Adaptive Strategy:** Learns and adjusts its approach based on real-time feedback.

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 GH05TCREW/pentestagent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Acunetix
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Acunetix · recommended 1×
  2. Invicti · recommended 1×
  3. Burp Suite Enterprise Edition · recommended 1×
  4. OWASP ZAP · recommended 1×
  5. Nuclei · recommended 1×
  • CATEGORY QUERY
    What AI tools can automate black-box security testing for bug bounty programs?
    you: not recommended
    AI recommended (in order):
    1. Acunetix
    2. Invicti
    3. Burp Suite Enterprise Edition
    4. OWASP ZAP
    5. Nuclei
    6. Arachni

    AI recommended 6 alternatives but never named GH05TCREW/pentestagent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI agent framework to streamline red-team and penetration testing workflows.
    you: not recommended
    AI recommended (in order):
    1. Metasploit Framework
    2. OpenAI GPT
    3. LangChain
    4. AutoGPT
    5. BabyAGI
    6. Hugging Face Transformers
    7. Cortex
    8. AFL++

    AI recommended 8 alternatives but never named GH05TCREW/pentestagent. 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 GH05TCREW/pentestagent?
    pass
    AI named GH05TCREW/pentestagent explicitly

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

  • If a team adopts GH05TCREW/pentestagent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named GH05TCREW/pentestagent 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 GH05TCREW/pentestagent solve, and who is the primary audience?
    pass
    AI named GH05TCREW/pentestagent 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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GH05TCREW/pentestagent — 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