RRepoGEO

REPOGEO REPORT · LITE

Yuyz0112/dewhale

Default branch v2 · commit 2e11c0cd · scanned 5/9/2026, 1:13:05 AM

GitHub: 1,550 stars · 226 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 Yuyz0112/dewhale, 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
    Remove misleading H1 and reposition project's core purpose upfront

    Why:

    CURRENT
    <h1>I am rewriting this project, and its v2 version will be a general github-as-a-mcp-host project. If you are interested in its current functionality, please fork the repository and maintain it yourself. Thank you for your attention!</h1>
    COPY-PASTE FIX
    # Dewhale: GitHub-Powered AI for Effortless UI Development (Open-Source v0.dev Alternative)
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai, generative-ai, ui-generation, shadcn-ui, frontend, development-tools, v0-dev-alternative, github-powered
  • mediumreadme#3
    Relocate and rephrase project status update to a less prominent section

    Why:

    CURRENT
    I am rewriting this project, and its v2 version will be a general github-as-a-mcp-host project. If you are interested in its current functionality, please fork the repository and maintain it yourself. Thank you for your attention!
    COPY-PASTE FIX
    ## Project Status Update
The current version of Dewhale, focused on AI-driven UI generation, is available but not actively maintained by the original author as a v2 rewrite is underway. Users interested in its current functionality are encouraged to fork the repository for maintenance.

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 Yuyz0112/dewhale
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gradio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Gradio · recommended 1×
  2. Streamlit · recommended 1×
  3. Plasmic · recommended 1×
  4. OpenAI's API · recommended 1×
  5. Hugging Face Transformers · recommended 1×
  • CATEGORY QUERY
    What are open-source alternatives for AI-driven UI component generation?
    you: not recommended
    AI recommended (in order):
    1. Gradio
    2. Streamlit
    3. Plasmic
    4. OpenAI's API
    5. Hugging Face Transformers

    AI recommended 5 alternatives but never named Yuyz0112/dewhale. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Low-cost AI solutions for generating Shadcn UI components from text descriptions.
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Claude
    3. Google Gemini
    4. GitHub Copilot
    5. Vercel AI SDK
    6. Llama 3
    7. Mixtral
    8. Hugging Face Inference API
    9. Code Llama

    AI recommended 9 alternatives but never named Yuyz0112/dewhale. 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 Yuyz0112/dewhale?
    pass
    AI named Yuyz0112/dewhale explicitly

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

  • If a team adopts Yuyz0112/dewhale in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Yuyz0112/dewhale 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 Yuyz0112/dewhale solve, and who is the primary audience?
    pass
    AI named Yuyz0112/dewhale 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 Yuyz0112/dewhale. 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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Yuyz0112/dewhale — 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