RRepoGEO

REPOGEO REPORT · LITE

jayfunc/BetterLyrics

Default branch dev · commit 62099d62 · scanned 5/11/2026, 5:47:21 AM

GitHub: 1,875 stars · 52 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 jayfunc/BetterLyrics, 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 clearly state it's a Windows application

    Why:

    CURRENT
    <h1>BetterLyrics</h1><h3>Strums the Heartstrings, Graces the Wordscapes</h4><h4>An elegant and deeply customizable lyrics visualizer & versatile music player<br>Built with WinUI3 / Win2D</h4>
    COPY-PASTE FIX
    <h1>BetterLyrics: An Elegant Lyrics Visualizer & Versatile Music Player for Windows</h1><h4>Built with WinUI3 / Win2D, BetterLyrics offers a deeply customizable experience for displaying lyrics and playing music on Windows.</h4>
  • mediumreadme#2
    Add a dedicated 'Features' section to the README

    Why:

    COPY-PASTE FIX
    ## ✨ Features

*   **Elegant & Customizable Lyrics Visualizer:** [Elaborate on customization options, visual effects, etc.]
*   **Versatile Music Player:** [Detail supported formats, playback controls, etc.]
*   **WinUI3 / Win2D Powered:** [Highlight performance, modern UI, etc.]
*   [Add more key features in bullet points]
  • lowtopics#3
    Add 'windows-app' to the topics list

    Why:

    CURRENT
    apple-music, csharp, fluent-design, foobar2000, itunes, kugou-music, lrc, lx-music, lyrics, music, musicbee, netease-cloud-music, potplayer, qq-music, spotify, ttml, win2d, windows, winui3
    COPY-PASTE FIX
    apple-music, csharp, fluent-design, foobar2000, itunes, kugou-music, lrc, lx-music, lyrics, music, musicbee, netease-cloud-music, potplayer, qq-music, spotify, ttml, win2d, windows, winui3, windows-app

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 jayfunc/BetterLyrics
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
foobar2000
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. foobar2000 · recommended 1×
  2. Lyric Show 3 · recommended 1×
  3. OpenLyrics · recommended 1×
  4. MusicBee · recommended 1×
  5. AIMP · recommended 1×
  • CATEGORY QUERY
    How to find a highly customizable lyrics visualizer and versatile music player for Windows?
    you: not recommended
    AI recommended (in order):
    1. foobar2000
    2. Lyric Show 3
    3. OpenLyrics
    4. MusicBee
    5. AIMP
    6. MediaMonkey
    7. PotPlayer

    AI recommended 7 alternatives but never named jayfunc/BetterLyrics. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best C# WinUI3 applications for elegant music playback and lyrics display?
    you: not recommended
    AI recommended (in order):
    1. NAudio (naudio/NAudio)
    2. Windows Community Toolkit (CommunityToolkit/WindowsCommunityToolkit)
    3. LibVLCSharp (videolan/LibVLCSharp)
    4. FFmpeg.AutoGen (FFmpeg/FFmpeg.AutoGen)
    5. ManagedBass (ManagedBass/ManagedBass)

    AI recommended 5 alternatives but never named jayfunc/BetterLyrics. 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 jayfunc/BetterLyrics?
    pass
    AI named jayfunc/BetterLyrics explicitly

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

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