RRepoGEO

REPOGEO REPORT · LITE

jayfunc/BetterLyrics

Default branch dev · commit d4058761 · scanned 6/21/2026, 8:51:57 AM

GitHub: 1,975 stars · 55 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
33 /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
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 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 statement to clearly state its purpose and platform

    Why:

    CURRENT
    <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
    <h2>An elegant and deeply customizable lyrics visualizer & versatile music player for Windows desktop, built with WinUI3 / Win2D</h2>
<h3>Strums the Heartstrings, Graces the Wordscapes</h4>
  • mediumtopics#2
    Add more specific topics to reinforce platform and application type

    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-desktop, music-player-app, lyrics-visualizer
  • lowreadme#3
    Add a sentence highlighting the project as a WinUI3/Win2D showcase

    Why:

    COPY-PASTE FIX
    Consider adding a line like: 'BetterLyrics also serves as a robust example of building modern, high-performance desktop applications with WinUI3 and Win2D.' to a relevant section of the README, perhaps near the 'Built with WinUI3 / Win2D' mention.

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
    What's a good highly customizable lyrics visualizer and music player for Windows desktop?
    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
    Seeking a modern C# framework for building elegant music players with rich lyric display on Windows.
    you: not recommended
    AI recommended (in order):
    1. WPF
    2. WinUI 3 (microsoft/microsoft-ui-xaml)
    3. Avalonia UI (AvaloniaUI/Avalonia)
    4. Uno Platform (unoplatform/uno)
    5. WinForms

    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 did not name jayfunc/BetterLyrics — 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?

Embed your GEO score

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

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/jayfunc/BetterLyrics.svg)](https://repogeo.com/en/r/jayfunc/BetterLyrics)
HTML
<a href="https://repogeo.com/en/r/jayfunc/BetterLyrics"><img src="https://repogeo.com/badge/jayfunc/BetterLyrics.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

jayfunc/BetterLyrics — 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