RRepoGEO

REPOGEO REPORT · LITE

seemoo-lab/nexmon

Default branch master · commit 6fd09544 · scanned 5/8/2026, 8:11:41 PM

GitHub: 2,801 stars · 491 forks

AI VISIBILITY SCORE
69 /100
Needs work
Category recall
1 / 2
Avg rank #1.0 when recommended
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 seemoo-lab/nexmon, 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
    Strengthen README's opening to highlight firmware development framework for embedded devices

    Why:

    CURRENT
    # What is nexmon?
Nexmon is our C-based firmware patching framework for Broadcom/Cypress WiFi chips that enables you to write your own firmware patches, for example, to enable monitor mode with radiotap headers and frame injection.
    COPY-PASTE FIX
    # What is nexmon?
Nexmon is a C-based firmware patching framework designed for Broadcom/Cypress WiFi chips, empowering researchers and developers to write custom firmware patches. It's ideal for advanced network analysis on embedded devices like Raspberry Pis and smartphones, enabling features such as monitor mode with radiotap headers and frame injection, and much more.
  • hightopics#2
    Add more specific topics for firmware development and embedded systems

    Why:

    CURRENT
    broadcom, firmware, framework, nexmon, patching, rpi, smartphone
    COPY-PASTE FIX
    broadcom, firmware, framework, nexmon, patching, rpi, smartphone, embedded, development, reverse-engineering, wireless-security, sdr
  • mediumhomepage#3
    Add the official project homepage to repository metadata

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    http://nexmon.org

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
1 / 2
50% of queries surface seemoo-lab/nexmon
Avg rank
#1.0
Lower is better. #1 = top recommendation.
Share of voice
6%
Of all named tools, what % are you?
Top rival
airmon-ng
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. airmon-ng · recommended 1×
  2. aireplay-ng · recommended 1×
  3. Aircrack-ng suite · recommended 1×
  4. Kali Linux · recommended 1×
  5. TP-Link TL-WN722N v1 · recommended 1×
  • CATEGORY QUERY
    How to enable monitor mode and packet injection on Broadcom/Cypress WiFi chips?
    you: #1
    AI recommended (in order):
    1. Nexmon ← you
    2. airmon-ng
    3. aireplay-ng
    4. Aircrack-ng suite
    5. Kali Linux
    6. TP-Link TL-WN722N v1
    7. Alfa AWUS036NHA
    8. Alfa AWUS036NH
    9. b43
    10. brcmfmac
    11. wl
    Show full AI answer
  • CATEGORY QUERY
    Tools for custom WiFi firmware development on embedded devices for advanced network analysis?
    you: not recommended
    AI recommended (in order):
    1. OpenWrt
    2. ESP-IDF
    3. Microchip Harmony
    4. Zephyr RTOS
    5. Mbed OS
    6. Buildroot

    AI recommended 6 alternatives but never named seemoo-lab/nexmon. 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 seemoo-lab/nexmon?
    pass
    AI named seemoo-lab/nexmon explicitly

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

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

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

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seemoo-lab/nexmon — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite