REPOGEO REPORT · LITE

umlx5h/LLPlayer

Default branch main · commit 3dedda26 · scanned 5/18/2026, 12:26:56 AM

GitHub: 3,747 stars · 213 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

Reposition the README's opening paragraph to clarify its application nature

Why:

CURRENT

<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

<p align="center">LLPlayer is a dedicated desktop application for language learners, functioning as a powerful video player. It focuses on advanced subtitle features like dual subtitles, AI-generated subtitles, real-time translation, and word lookup to significantly enhance your language study experience.</p>

mediumtopics#2

Remove 'llm' from the topics list

Why:

CURRENT

asr, csharp, flyleaf, language-learning, llm, media-player, ocr, ollama, player, video, video-player, whisper, wpf, yt-dlp

COPY-PASTE FIX

asr, csharp, flyleaf, language-learning, media-player, ocr, ollama, player, video, video-player, whisper, wpf, yt-dlp

lowabout#3

Enhance the 'About' description to emphasize active development and modern desktop nature

Why:

CURRENT

The media player for language learning, with dual subtitles, AI-generated subtitles, real-time translation, and more!

COPY-PASTE FIX

LLPlayer is a modern desktop media player for language learning, featuring dual subtitles, AI-generated subtitles, real-time translation, and more, actively developed to enhance your language study.

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

Of all named tools, what % are you?

Top rival

Language Reactor

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Language Reactor · recommended 1×
FluentU · recommended 1×
LingQ · recommended 1×
VLC Media Player · recommended 1×
PotPlayer · recommended 1×

CATEGORY QUERY
What video player assists language learners with dual subtitles and real-time translation?
you: not recommended
AI recommended (in order):
1. Language Reactor
2. FluentU
3. LingQ
4. VLC Media Player
5. PotPlayer
6. MPV Player
AI recommended 6 alternatives but never named umlx5h/LLPlayer. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Tool for generating and translating video subtitles using AI for language study?
you: not recommended
AI recommended (in order):
1. Happy Scribe
2. Amara
3. Google Cloud Speech-to-Text
4. AWS Transcribe
5. Trint
6. VEED.IO
7. Google Translate
8. Google Cloud Translation API
9. Rev.com
10. DeepL Pro
11. Otter.ai
AI recommended 11 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?

Embed your GEO score

Drop this badge into the README of umlx5h/LLPlayer. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/umlx5h/LLPlayer.svg)](https://repogeo.com/en/r/umlx5h/LLPlayer)

HTML

<a href="https://repogeo.com/en/r/umlx5h/LLPlayer"><img src="https://repogeo.com/badge/umlx5h/LLPlayer.svg" alt="RepoGEO" /></a>

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