RRepoGEO

REPOGEO REPORT · LITE

matt-m-o/YomiNinja

Default branch master · commit e08da8b9 · scanned 6/10/2026, 1:36:40 PM

GitHub: 689 stars · 16 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
35 /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
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 matt-m-o/YomiNinja, 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 README opening to clarify it's an application for on-screen OCR, not a browser extension

    Why:

    CURRENT
    # YomiNinja
YomiNinja is an application for extracting text from any type of visual content and is designed with language learners in mind.
    COPY-PASTE FIX
    # YomiNinja
YomiNinja is a desktop application for real-time on-screen text extraction from any visual content (like games or videos), specifically designed for language learners. It overlays extracted text directly onto the original content, enabling instant dictionary look-ups with popular pop-up dictionary extensions.
  • mediumtopics#2
    Expand topics to include more specific keywords

    Why:

    CURRENT
    dictonary, language-learning, languages, ocr, overlay
    COPY-PASTE FIX
    ocr, language-learning, dictionary, on-screen-ocr, real-time-ocr, video-games, language-study, pop-up-dictionary, yomichan, 10ten, desktop-app
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/matt-m-o/YomiNinja

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 matt-m-o/YomiNinja
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
SubRip
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. SubRip · recommended 1×
  2. Subtitle Edit · recommended 1×
  3. VLC Media Player · recommended 1×
  4. Google Keep · recommended 1×
  5. ABBYY FineReader · recommended 1×
  • CATEGORY QUERY
    How can I extract text from video games or movies for language study?
    you: not recommended
    AI recommended (in order):
    1. SubRip
    2. Subtitle Edit
    3. VLC Media Player
    4. Google Keep
    5. ABBYY FineReader
    6. ShareX
    7. OBS Studio
    8. FFXIV Text Extractor
    9. YouTube

    AI recommended 9 alternatives but never named matt-m-o/YomiNinja. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's a good tool for on-screen text recognition and dictionary lookup for learners?
    you: not recommended
    AI recommended (in order):
    1. Readlang Web Reader
    2. DeepL
    3. QTranslate
    4. GoldenDict
    5. Lingoes
    6. Google Translate

    AI recommended 6 alternatives but never named matt-m-o/YomiNinja. 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 matt-m-o/YomiNinja?
    pass
    AI named matt-m-o/YomiNinja explicitly

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

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

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

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matt-m-o/YomiNinja — 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