RRepoGEO

REPOGEO REPORT · LITE

cokice/japanese-analyzer

Default branch master · commit 2e454a9d · scanned 6/8/2026, 9:57:12 AM

GitHub: 743 stars · 110 forks

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 cokice/japanese-analyzer, 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
  • highabout#1
    Add a concise description to the repository's About section

    Why:

    COPY-PASTE FIX
    An AI-powered web application for Japanese learners, using Gemini Flash for deep sentence analysis, morphological breakdown, pronunciation, and definitions, with OCR and TTS features.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    japanese-learning, nlp, gemini-api, language-tool, japanese-analyzer, ai-powered, web-application, ocr, tts
  • mediumreadme#3
    Add a concise English summary to the top of the README

    Why:

    CURRENT
    # Japanese Sentence Analyzer (日本語文章解析器) 🈁
[](#📄-许可证)
[](https://japanese-analyzer-demo.vercel.app/)
    COPY-PASTE FIX
    # Japanese Sentence Analyzer (日本語文章解析器) 🈁
An AI-powered web application for Japanese learners, leveraging Gemini Flash for deep sentence analysis, morphological breakdown, pronunciation, and definitions. Features include OCR, TTS, and full sentence translation.
[](#📄-许可证)
[](https://japanese-analyzer-demo.vercel.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 cokice/japanese-analyzer
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
explosion/spaCy
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. explosion/spaCy · recommended 1×
  2. WorksApplications/SudachiPy · recommended 1×
  3. taku910/mecab · recommended 1×
  4. huggingface/transformers · recommended 1×
  5. ku-nlp/jumanpp · recommended 1×
  • CATEGORY QUERY
    What tools can help me deeply analyze Japanese sentences with AI for better understanding?
    you: not recommended
    AI recommended (in order):
    1. spaCy (explosion/spaCy)
    2. SudachiPy (WorksApplications/SudachiPy)
    3. MeCab (taku910/mecab)
    4. Transformers (Hugging Face) (huggingface/transformers)
    5. Juman++ (ku-nlp/jumanpp)
    6. Google Cloud Natural Language API

    AI recommended 6 alternatives but never named cokice/japanese-analyzer. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a tool to extract and translate Japanese from images, including audio pronunciation.
    you: not recommended
    AI recommended (in order):
    1. Google Translate
    2. Papago
    3. Microsoft Translator
    4. Yomiwa
    5. Waygo
    6. Pons Translate

    AI recommended 6 alternatives but never named cokice/japanese-analyzer. 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 cokice/japanese-analyzer?
    pass
    AI named cokice/japanese-analyzer explicitly

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

  • If a team adopts cokice/japanese-analyzer in production, what risks or prerequisites should they evaluate first?
    pass
    AI named cokice/japanese-analyzer 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 cokice/japanese-analyzer solve, and who is the primary audience?
    pass
    AI named cokice/japanese-analyzer 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 cokice/japanese-analyzer. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite