RRepoGEO

REPOGEO REPORT · LITE

nishuzumi/gemini-teacher

Default branch master · commit 36009d6a · scanned 5/10/2026, 4:07:26 PM

GitHub: 1,194 stars · 147 forks

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
  • hightopics#1
    Add specific English topics for better categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    english-pronunciation, ai-teacher, gemini-api, speech-correction, language-learning, python
  • highreadme#2
    Add a concise English summary to the README

    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。

Make by Box
    COPY-PASTE FIX
    # Gemini 英语口语助手

This is an AI-powered English speaking practice assistant built with Google Gemini, offering real-time pronunciation correction and grammar feedback. It's designed for English learners seeking interactive practice.

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。

Make by Box
  • mediumlicense#3
    Add a LICENSE file with the MIT license

    Why:

    CURRENT
    (no LICENSE file detected)
    COPY-PASTE FIX
    MIT License

Copyright (c) [YEAR] [COPYRIGHT HOLDER]

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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
Mozilla DeepSpeech
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Mozilla DeepSpeech · recommended 1×
  2. Kaldi · recommended 1×
  3. GrammarBot · recommended 1×
  4. LanguageTool · recommended 1×
  5. Coqui TTS · recommended 1×
  • CATEGORY QUERY
    What are some open-source tools for real-time AI English pronunciation and grammar correction?
    you: not recommended
    AI recommended (in order):
    1. Mozilla DeepSpeech
    2. Kaldi
    3. GrammarBot
    4. LanguageTool
    5. Coqui TTS
    6. OpenNMT
    7. SpaCy

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

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Python project to build an AI-powered English speaking practice assistant.
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Transformers (huggingface/transformers)
    2. Whisper (openai/whisper)
    3. Bark (suno-ai/bark)
    4. VITS
    5. GPT-2 (openai/gpt-2)
    6. GPT-Neo (EleutherAI/gpt-neo)
    7. T5
    8. OpenAI API
    9. GPT-4
    10. GPT-3.5 Turbo
    11. SpeechRecognition (Uberi/speech_recognition)
    12. Google Web Speech API
    13. CMU Sphinx
    14. Microsoft Azure Speech
    15. Wit.ai
    16. IBM Speech to Text
    17. gTTS (pndurette/gTTS)
    18. Flask (pallets/flask)
    19. FastAPI (tiangolo/fastapi)
    20. PyAudio (PyAudio/PyAudio)
    21. NLTK (nltk/nltk)
    22. spaCy (explosion/spaCy)

    AI recommended 22 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 named nishuzumi/gemini-teacher explicitly

    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 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?

  • 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?

Embed your GEO score

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MARKDOWN (README)
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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