RRepoGEO

REPOGEO REPORT · LITE

nishuzumi/gemini-teacher

Default branch master · commit 36009d6a · scanned 6/20/2026, 3:11:46 PM

GitHub: 1,200 stars · 147 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
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 nishuzumi/gemini-teacher, 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 H1 and opening sentence for clarity

    Why:

    CURRENT
    # Gemini 英语口语助手

这是一个基于 Google Gemini AI 的英语口语练习助手，它能实时识别你的英语发音，提供即时反馈和纠正建议.
    COPY-PASTE FIX
    # Gemini English Speaking Assistant

This is an AI-powered English speaking assistant built with Google Gemini, designed to provide real-time pronunciation and grammar correction with instant feedback.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    english-learning, pronunciation-correction, grammar-checker, gemini-ai, ai-assistant, python, speech-recognition
  • highlicense#3
    Add a LICENSE file with the MIT license

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a LICENSE file in the root directory containing the full text of the MIT License.

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 nishuzumi/gemini-teacher
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
speechbrain/speechbrain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. speechbrain/speechbrain · recommended 1×
  2. languagetool-org/languagetool · recommended 1×
  3. mozilla/DeepSpeech · recommended 1×
  4. kaldi-asr/kaldi · recommended 1×
  5. openai/whisper · recommended 1×
  • CATEGORY QUERY
    What open-source AI applications offer real-time English pronunciation and grammar correction?
    you: not recommended
    AI recommended (in order):
    1. SpeechBrain (speechbrain/speechbrain)
    2. LanguageTool (languagetool-org/languagetool)
    3. Mozilla DeepSpeech (mozilla/DeepSpeech)
    4. Kaldi (kaldi-asr/kaldi)
    5. OpenAI Whisper (openai/whisper)
    6. Pocketsphinx (cmusphinx/pocketsphinx)
    7. CMU Sphinx (cmusphinx/cmusphinx)

    AI recommended 7 alternatives but never named nishuzumi/gemini-teacher. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for Python libraries to develop an AI English speaking assistant with instant feedback.
    you: not recommended
    AI recommended (in order):
    1. SpeechRecognition
    2. spaCy
    3. pyttsx3
    4. AssemblyAI
    5. NLTK
    6. Google Cloud Text-to-Speech
    7. Vosk
    8. Hugging Face Transformers
    9. Eleven Labs API
    10. DeepSpeech
    11. Rasa
    12. MaryTTS
    13. Pocketsphinx
    14. TextBlob
    15. gTTS

    AI recommended 15 alternatives but never named nishuzumi/gemini-teacher. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 nishuzumi/gemini-teacher?
    pass
    AI did not name nishuzumi/gemini-teacher — 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?

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

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

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nishuzumi/gemini-teacher — 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