RRepoGEO

REPOGEO REPORT · LITE

umlx5h/LLPlayer

Default branch main · commit 50a6b6cc · scanned 6/29/2026, 5:57:17 AM

GitHub: 3,867 stars · 222 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
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 umlx5h/LLPlayer, 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
    Clarify LLPlayer's identity as a standalone application in README

    Why:

    CURRENT
    <h3 align="center">The media player for language learning.</h3>

<p align="center">A video player focused on subtitle-related features such as dual subtitles, AI-generated subtitles, real-time translation, word lookup, and more!</p>
    COPY-PASTE FIX
    <h3 align="center">The media player for language learning.</h3>

<p align="center">LLPlayer is a standalone desktop application for language learners, providing a video player focused on subtitle-related features such as dual subtitles, AI-generated subtitles, real-time translation, word lookup, and more!</p>
  • mediumtopics#2
    Remove implementation-specific topics

    Why:

    CURRENT
    asr, csharp, flyleaf, language-learning, llm, media-player, ocr, ollama, player, video, video-player, whisper, wpf, yt-dlp
    COPY-PASTE FIX
    asr, language-learning, llm, media-player, ocr, ollama, player, video, video-player, whisper, yt-dlp
  • lowreadme#3
    Add a 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## 🆚 Comparison

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 umlx5h/LLPlayer
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Language Reactor
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Language Reactor · recommended 2×
  2. VLC Media Player · recommended 2×
  3. Google Translate · recommended 2×
  4. DeepL · recommended 2×
  5. LingQ · recommended 2×
  • CATEGORY QUERY
    What video player aids language learning with dual subtitles and AI translation capabilities?
    you: not recommended
    AI recommended (in order):
    1. Language Reactor
    2. VLC Media Player
    3. Google Translate
    4. DeepL
    5. PotPlayer
    6. LingQ
    7. YouTube
    8. Dualsub
    9. YouTube Dual Subtitles

    AI recommended 9 alternatives but never named umlx5h/LLPlayer. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I get real-time AI-generated subtitles and context-aware translation for learning languages from videos?
    you: not recommended
    AI recommended (in order):
    1. Language Reactor
    2. Toucan
    3. YouTube's Native Subtitles
    4. Google Translate
    5. DeepL
    6. Veed.io
    7. Happy Scribe
    8. Rev.com
    9. VLC Media Player
    10. LingQ

    AI recommended 10 alternatives but never named umlx5h/LLPlayer. 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 umlx5h/LLPlayer?
    pass
    AI named umlx5h/LLPlayer explicitly

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

  • If a team adopts umlx5h/LLPlayer in production, what risks or prerequisites should they evaluate first?
    pass
    AI named umlx5h/LLPlayer 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 umlx5h/LLPlayer solve, and who is the primary audience?
    pass
    AI named umlx5h/LLPlayer explicitly

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

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Pro

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umlx5h/LLPlayer — 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