RRepoGEO

REPOGEO REPORT · LITE

goxr3plus/XR3Player

Default branch master · commit 49e42b82 · scanned 5/31/2026, 10:36:57 PM

GitHub: 765 stars · 182 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 goxr3plus/XR3Player, 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 core identity statement to the very top

    Why:

    CURRENT
    Reminder for vibe coders .... i made all this before ai tools like chatgpt , claude , gemini etc back in 2013-2018 ( so the code is not the best or perfect i was junior developer back then ) , with the existing tools i would have made this in 2 months easily , back then we were living hard core life. ... # XR3Player is running with Java 21 as minimum JDK ... The most advanced Java Media Player/Organizer you will ever find out there
    COPY-PASTE FIX
    XR3Player is the most advanced JavaFX Media Player and Organizer, offering comprehensive features for audio streaming, recording, visualization, and more. It runs on Java 21 as a minimum JDK.
  • mediumtopics#2
    Add specific topics to clarify 'application' identity

    Why:

    CURRENT
    audio-formats, audio-player, audio-processing, audio-recorder, audio-visualizer, dropbox-client, java-speech, java-stream-player, javafx, mp3, spectrum-analyzer, speech, stream-player, web-browser
    COPY-PASTE FIX
    audio-formats, audio-player, audio-processing, audio-recorder, audio-visualizer, dropbox-client, java-speech, java-stream-player, javafx, mp3, spectrum-analyzer, speech, stream-player, web-browser, javafx-application, desktop-media-player, media-player-application
  • lowreadme#3
    Add a section clarifying XR3Player's scope as an application

    Why:

    COPY-PASTE FIX
    ## Why XR3Player? (A Full Application, Not Just a Library)

XR3Player is a complete, standalone media player and organizer application built with JavaFX. Unlike low-level libraries such as JavaFX Media API, JLayer, or TarsosDSP, XR3Player provides a full user interface and integrated features for playback, recording, visualization, and more, ready to use out-of-the-box. While it leverages underlying Java APIs, its purpose is to deliver a comprehensive end-user experience, not just components for developers.

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 goxr3plus/XR3Player
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
JavaFX Media API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. JavaFX Media API · recommended 2×
  2. JLayer · recommended 1×
  3. TarsosDSP · recommended 1×
  4. ControlsFX · recommended 1×
  5. JNA · recommended 1×
  • CATEGORY QUERY
    What are the best JavaFX libraries for building a robust audio media player application?
    you: not recommended
    AI recommended (in order):
    1. JavaFX Media API
    2. JLayer
    3. TarsosDSP
    4. ControlsFX
    5. JNA
    6. JNI

    AI recommended 6 alternatives but never named goxr3plus/XR3Player. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    I need a Java library for streaming audio, recording, and real-time spectrum visualization.
    you: not recommended
    AI recommended (in order):
    1. TarsosDSP (JorenSix/TarsosDSP)
    2. JavaFX Media API
    3. Java Sound API
    4. JGraphT (jgrapht/jgrapht)
    5. Minim (processing/minim)
    6. JTransforms (wendykierp/JTransforms)
    7. JFreeChart (jfree/jfreechart)

    AI recommended 7 alternatives but never named goxr3plus/XR3Player. 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 goxr3plus/XR3Player?
    pass
    AI named goxr3plus/XR3Player explicitly

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

  • If a team adopts goxr3plus/XR3Player in production, what risks or prerequisites should they evaluate first?
    pass
    AI named goxr3plus/XR3Player 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 goxr3plus/XR3Player solve, and who is the primary audience?
    pass
    AI named goxr3plus/XR3Player 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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MARKDOWN (README)
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HTML
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goxr3plus/XR3Player — 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