RRepoGEO

REPOGEO REPORT · LITE

GPUOpen-Drivers/AMDVLK

Default branch dev · commit 0f7b1d76 · scanned 5/9/2026, 12:22:14 AM

GitHub: 1,967 stars · 174 forks

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 GPUOpen-Drivers/AMDVLK, 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 relevant topics to the repository

    Why:

    COPY-PASTE FIX
    vulkan, driver, gpu, amd, linux, radeon, open-source, graphics
  • mediumreadme#2
    Reposition the "discontinued" notice and clarify project's ongoing value

    Why:

    CURRENT
    > [!IMPORTANT] 
> **This project is discontinued as announced here**

# AMD Open Source Driver for Vulkan®
    COPY-PASTE FIX
    # AMD Open Source Driver for Vulkan®

> [!NOTE]
> **This project is discontinued as announced here.** While no longer actively maintained, AMDVLK remains a valuable open-source reference for Vulkan driver development on Linux for Radeon™ graphics adapters.
  • lowhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    [Insert URL to the official discontinuation announcement or project archive here]

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 GPUOpen-Drivers/AMDVLK
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mesa
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Mesa · recommended 2×
  2. Intel ANV · recommended 2×
  3. Iris · recommended 2×
  4. NVK · recommended 2×
  5. AMD RADV · recommended 1×
  • CATEGORY QUERY
    What open source drivers are available for modern low-level graphics APIs on Linux?
    you: not recommended
    AI recommended (in order):
    1. Mesa
    2. Intel ANV
    3. Iris
    4. AMD RADV
    5. RadeonSI
    6. Panfrost
    7. Lima
    8. NVK
    9. DRM (Direct Rendering Manager) Kernel Drivers
    10. i915
    11. amdgpu
    12. nouveau
    13. panfrost
    14. lima
    15. Virgil 3D

    AI recommended 15 alternatives but never named GPUOpen-Drivers/AMDVLK. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which open source GPU drivers offer strong performance for Linux graphics development?
    you: not recommended
    AI recommended (in order):
    1. Mesa
    2. AMD RadeonSI
    3. RADV
    4. Intel ANV
    5. Iris
    6. Nouveau
    7. NVK
    8. LLVMpipe
    9. Zink

    AI recommended 9 alternatives but never named GPUOpen-Drivers/AMDVLK. 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 GPUOpen-Drivers/AMDVLK?
    pass
    AI named GPUOpen-Drivers/AMDVLK explicitly

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

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

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

Embed your GEO score

Drop this badge into the README of GPUOpen-Drivers/AMDVLK. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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GPUOpen-Drivers/AMDVLK — 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