RRepoGEO

REPOGEO REPORT · LITE

seemoo-lab/nexmon

Default branch master · commit 6fd09544 · scanned 6/18/2026, 12:26:44 PM

GitHub: 2,839 stars · 499 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 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
    Reposition the README's opening to clarify Nexmon's unique focus

    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 for Broadcom/Cypress WiFi chips. Unlike general embedded development frameworks, Nexmon focuses on reverse engineering and patching *existing* chip firmware to unlock advanced capabilities like monitor mode and frame injection, primarily for network security research and wireless experimentation.
  • hightopics#2
    Add specific topics to improve category visibility

    Why:

    CURRENT
    broadcom, firmware, framework, nexmon, patching, rpi, smartphone
    COPY-PASTE FIX
    broadcom, firmware, framework, nexmon, patching, rpi, smartphone, monitor-mode, packet-injection, wifi-hacking, wireless-security, network-security, reverse-engineering, firmware-modding, broadcom-wifi, cypress-wifi
  • mediumhomepage#3
    Add the project homepage to the repository's About section

    Why:

    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
0 / 2
0% of queries surface seemoo-lab/nexmon
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
espressif/esp-idf
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. espressif/esp-idf · recommended 1×
  2. arduino/arduino-ide · recommended 1×
  3. espressif/arduino-esp32 · recommended 1×
  4. esp8266/Arduino · recommended 1×
  5. zephyrproject-rtos/zephyr · recommended 1×
  • CATEGORY QUERY
    How can I enable monitor mode and packet injection on a wireless adapter?
    you: not recommended
    Show full AI answer
  • CATEGORY QUERY
    What tools allow custom firmware development for embedded Wi-Fi chips?
    you: not recommended
    AI recommended (in order):
    1. ESP-IDF (espressif/esp-idf)
    2. Arduino IDE (arduino/arduino-ide)
    3. ESP32 Core (espressif/arduino-esp32)
    4. ESP8266 Core (esp8266/Arduino)
    5. Zephyr RTOS (zephyrproject-rtos/zephyr)
    6. MicroPython (micropython/micropython)
    7. CircuitPython (adafruit/circuitpython)
    8. Texas Instruments SimpleLink SDK
    9. NXP MCUXpresso SDK
    10. Silicon Labs Gecko SDK (SiliconLabs/gecko_sdk)
    11. Mongoose OS (cesanta/mongoose-os)

    AI recommended 11 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?

Embed your GEO score

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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