RRepoGEO

REPOGEO REPORT · LITE

beagleboard/linux

Default branch master · commit e771677c · scanned 6/21/2026, 1:52:26 AM

GitHub: 801 stars · 582 forks

AI VISIBILITY SCORE
40 /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
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 beagleboard/linux, 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
  • hightopics#1
    Add specific categorization topics

    Why:

    CURRENT
    hacktoberfest
    COPY-PASTE FIX
    beagleboard, beaglebone, linux-kernel, embedded-linux, arm, single-board-computer, sbc
  • highreadme#2
    Reposition README opening to specify BeagleBoard kernel

    Why:

    CURRENT
    Linux kernel
The Linux kernel is the core of any Linux operating system. It manages hardware, system resources, and provides the fundamental services for all other software.
    COPY-PASTE FIX
    BeagleBoard Linux Kernel
This is the official Linux kernel repository specifically tailored and optimized for BeagleBoard and BeagleBone single-board computers. It manages hardware, system resources, and provides the fundamental services for all other software on BeagleBoard devices.
  • mediumreadme#3
    Clarify existing license in README

    Why:

    CURRENT
    License: See COPYING
    COPY-PASTE FIX
    License: This kernel is licensed under the GNU General Public License, version 2 (GPL-2.0), as detailed in the COPYING file. Please refer to the COPYING file for full licensing terms and conditions.

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 beagleboard/linux
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Buildroot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Buildroot · recommended 2×
  2. Yocto Project · recommended 2×
  3. ARM GNU Toolchain · recommended 1×
  4. Linaro Toolchain · recommended 1×
  5. Raspberry Pi OS build system · recommended 1×
  • CATEGORY QUERY
    How to build a custom Linux kernel for embedded ARM single-board computers?
    you: not recommended
    AI recommended (in order):
    1. Buildroot
    2. Yocto Project
    3. ARM GNU Toolchain
    4. Linaro Toolchain
    5. Raspberry Pi OS build system
    6. NVIDIA JetPack SDK
    7. PTXdist

    AI recommended 7 alternatives but never named beagleboard/linux. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools are available for developing and debugging Linux kernel modules on embedded systems?
    you: not recommended
    AI recommended (in order):
    1. Buildroot
    2. Yocto Project
    3. Linux Kernel's Kbuild system
    4. printk()
    5. kgdb
    6. ftrace
    7. perf
    8. crash

    AI recommended 8 alternatives but never named beagleboard/linux. 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 beagleboard/linux?
    pass
    AI named beagleboard/linux explicitly

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

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

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

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beagleboard/linux — 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