RRepoGEO

REPOGEO REPORT · LITE

MorDavid/BruteForceAI

Default branch main · commit 0f64b278 · scanned 6/27/2026, 7:17:55 AM

GitHub: 1,450 stars · 263 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)

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

AI VISIBILITY SCORE
33 /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
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 MorDavid/BruteForceAI, 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 main description to explicitly state its security domain

    Why:

    CURRENT
    **Advanced LLM-powered brute-force tool combining AI intelligence with automated login attacks**
    COPY-PASTE FIX
    **MorDavid/BruteForceAI is an advanced penetration testing tool that leverages LLM-powered AI for intelligent, automated login brute-force and password spray attacks.**
  • mediumtopics#2
    Add more specific security and penetration testing topics

    Why:

    CURRENT
    ai, bruteforce, bugbounty, llm, loginpages
    COPY-PASTE FIX
    ai, bruteforce, bugbounty, llm, loginpages, penetration-testing, web-security, cybersecurity, pentest-tool
  • lowreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Under the 'License' section in the README, add a clear statement like: 'This project is licensed under a custom license. Please refer to the `LICENSE` file for specific terms and conditions.' (Adjust 'custom license' if more specific details are known from the `LICENSE` file itself).

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 MorDavid/BruteForceAI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Burp Suite Professional (Intruder)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Burp Suite Professional (Intruder) · recommended 1×
  2. OWASP ZAP (Fuzzer) · recommended 1×
  3. Hydra · recommended 1×
  4. Patator · recommended 1×
  5. Gobuster · recommended 1×
  • CATEGORY QUERY
    How to automate login page brute-force attacks using AI for intelligent form analysis?
    you: not recommended
    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for intelligent brute-force and password spray attacks on web applications?
    you: not recommended
    AI recommended (in order):
    1. Burp Suite Professional (Intruder)
    2. OWASP ZAP (Fuzzer)
    3. Hydra
    4. Patator
    5. Gobuster
    6. Nmap (with NSE scripts)
    7. Ffuf

    AI recommended 7 alternatives but never named MorDavid/BruteForceAI. 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 MorDavid/BruteForceAI?
    pass
    AI did not name MorDavid/BruteForceAI — 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?

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

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

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MorDavid/BruteForceAI — 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