RRepoGEO

REPOGEO REPORT · LITE

datawhalechina/easy-vibe

Default branch main · commit 9513946e · scanned 5/10/2026, 11:02:38 PM

GitHub: 9,095 stars · 892 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 datawhalechina/easy-vibe, 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 the README's opening to explicitly state it's a beginner coding course

    Why:

    CURRENT
    The current README starts with a poetic phrase: 'Jump right in and vibe together — if you can talk, you can build apps.'
    COPY-PASTE FIX
    Add a clear, concise sentence at the very top of the README, e.g., 'easy-vibe is your first modern coding course designed for beginners to master app development step-by-step, leveraging AI assistance.'
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumtopics#3
    Add topics emphasizing the learning and beginner-friendly nature

    Why:

    CURRENT
    agent, ai, coding, course, deepseek, gemini, genai, gpt, llm, low-code, mcp, nextjs, no-code, openai, programming, tutorial, vibe-coding, vibecoding, vscode, workflow
    COPY-PASTE FIX
    Add `education`, `learning`, `beginner`, `curriculum` to the existing topics.

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 datawhalechina/easy-vibe
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
github/copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. github/copilot · recommended 1×
  2. ChatGPT · recommended 1×
  3. GPT-4 via OpenAI Playground · recommended 1×
  4. Google Bard · recommended 1×
  5. Tabnine · recommended 1×
  • CATEGORY QUERY
    What are good resources for beginners learning to code with AI assistance?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot (github/copilot)
    2. ChatGPT
    3. GPT-4 via OpenAI Playground
    4. Google Bard
    5. Tabnine
    6. Replit AI
    7. Codeium

    AI recommended 7 alternatives but never named datawhalechina/easy-vibe. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for interactive tutorials to learn modern app development using large language models.
    you: not recommended
    AI recommended (in order):
    1. DeepLearning.AI's "Generative AI with Large Language Models" on Coursera
    2. OpenAI API
    3. Hugging Face Transformers Library (huggingface/transformers)
    4. Google Cloud Skills Boost (formerly Qwiklabs)
    5. LangChain (langchain-ai/langchain)
    6. LlamaIndex (run-llama/llama_index)

    AI recommended 6 alternatives but never named datawhalechina/easy-vibe. 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 datawhalechina/easy-vibe?
    pass
    AI named datawhalechina/easy-vibe explicitly

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

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

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

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datawhalechina/easy-vibe — RepoGEO report