RRepoGEO

REPOGEO REPORT · LITE

HugeCatLab/ChatTutor

Default branch main · commit 7d9e9052 · scanned 5/16/2026, 11:31:52 AM

GitHub: 1,028 stars · 142 forks

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 HugeCatLab/ChatTutor, 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
    Strengthen README's opening statement to emphasize visual/whiteboard AI tutor

    Why:

    CURRENT
    ChatTutor is an AI teacher equipped with the ability to use an electronic whiteboard. Traditional chatbots interact with users primarily through text...
    COPY-PASTE FIX
    ChatTutor is the premier AI teacher equipped with an electronic whiteboard, revolutionizing visual and interactive learning, especially for STEM subjects. Unlike traditional text-based chatbots, ChatTutor brings real-world teaching tools to the digital realm, enabling a truly hands-on educational experience.
  • mediumtopics#2
    Add more specific topics related to visual and interactive learning

    Why:

    CURRENT
    ai, ai-education, education, llm, stem
    COPY-PASTE FIX
    ai, ai-education, education, llm, stem, visual-learning, interactive-learning, digital-whiteboard, ai-tutor, stem-education-tools
  • mediumreadme#3
    Add a 'Why ChatTutor?' or 'How is ChatTutor Different?' section to the README

    Why:

    COPY-PASTE FIX
    ## Why ChatTutor?
While many platforms offer AI assistance or digital whiteboards, ChatTutor uniquely integrates an advanced AI tutor with a fully interactive electronic whiteboard. This allows for dynamic, visual explanations of complex topics, moving beyond static content or simple Q&A to provide a truly engaging and effective learning environment, especially for STEM fields. We combine the best of AI instruction with the power of visual communication.

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 HugeCatLab/ChatTutor
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Khanmigo
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Khanmigo · recommended 1×
  2. Brilliant.org · recommended 1×
  3. ChatGPT Plus · recommended 1×
  4. Wolfram Alpha Pro · recommended 1×
  5. Course Hero · recommended 1×
  • CATEGORY QUERY
    How to find an AI tutor that uses visual aids for STEM learning?
    you: not recommended
    AI recommended (in order):
    1. Khanmigo
    2. Brilliant.org
    3. ChatGPT Plus
    4. Wolfram Alpha Pro
    5. Course Hero
    6. Perplexity AI

    AI recommended 6 alternatives but never named HugeCatLab/ChatTutor. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best interactive AI tools for explaining complex topics with a digital whiteboard?
    you: not recommended
    AI recommended (in order):
    1. Miro
    2. Explain Everything
    3. ChatGPT
    4. Microsoft Whiteboard
    5. FigJam
    6. Concepts
    7. Claude
    8. Bard

    AI recommended 8 alternatives but never named HugeCatLab/ChatTutor. 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 HugeCatLab/ChatTutor?
    pass
    AI named HugeCatLab/ChatTutor explicitly

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

  • If a team adopts HugeCatLab/ChatTutor in production, what risks or prerequisites should they evaluate first?
    pass
    AI named HugeCatLab/ChatTutor 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 HugeCatLab/ChatTutor solve, and who is the primary audience?
    pass
    AI named HugeCatLab/ChatTutor 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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HugeCatLab/ChatTutor — 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