RRepoGEO

REPOGEO REPORT · LITE

boy1dr/SpleeterGui

Default branch master · commit 35308adc · scanned 5/18/2026, 11:22:47 AM

GitHub: 2,726 stars · 274 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
28 /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
2 / 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 boy1dr/SpleeterGui, 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
  • highhomepage#1
    Add the project homepage URL to the repository metadata

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    https://spleetergui.com
  • highabout#2
    Update the 'About' description to highlight ease of use and no-install benefit

    Why:

    CURRENT
    Windows desktop front end for Spleeter - AI source separation
    COPY-PASTE FIX
    The easiest desktop app for Windows users to perform AI music source separation with Spleeter, requiring no Python or Spleeter installation.
  • mediumtopics#3
    Add more specific topics to improve categorization

    Why:

    CURRENT
    gui, python, source-separation, spleeter
    COPY-PASTE FIX
    gui, python, source-separation, spleeter, windows-app, desktop-application, audio-processing, vocal-remover, music-separation

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 boy1dr/SpleeterGui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Audacity
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Audacity · recommended 1×
  2. OpenVINO™ AI Plugin · recommended 1×
  3. LALAL.AI · recommended 1×
  4. iZotope RX · recommended 1×
  5. Vocal Remover · recommended 1×
  • CATEGORY QUERY
    How can I easily separate vocals and instrumentals from music on Windows?
    you: not recommended
    AI recommended (in order):
    1. Audacity
    2. OpenVINO™ AI Plugin
    3. LALAL.AI
    4. iZotope RX
    5. Vocal Remover
    6. SpectraLayers
    7. X-Minus.Pro

    AI recommended 7 alternatives but never named boy1dr/SpleeterGui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best desktop applications for AI-powered music stem separation?
    you: not recommended
    AI recommended (in order):
    1. iZotope RX 10 Advanced
    2. SpectraLayers Pro 10
    3. Acon Digital Acoustica 7 Premium Edition
    4. LALAL.AI Desktop App
    5. Ultimate Vocal Remover 5 (UVR5) (Anjok07/ultimatevocalremovergui)

    AI recommended 5 alternatives but never named boy1dr/SpleeterGui. 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 boy1dr/SpleeterGui?
    pass
    AI did not name boy1dr/SpleeterGui — likely talking about a different project

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

  • If a team adopts boy1dr/SpleeterGui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named boy1dr/SpleeterGui 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 boy1dr/SpleeterGui solve, and who is the primary audience?
    pass
    AI named boy1dr/SpleeterGui explicitly

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

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boy1dr/SpleeterGui — 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