RRepoGEO

REPOGEO REPORT · LITE

Yuyz0112/dewhale

Default branch v2 · commit 2e11c0cd · scanned 6/18/2026, 7:57:45 PM

GitHub: 1,550 stars · 224 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
28 /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
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 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 or relocate the project status warning from the README's top

    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
    Remove this block from the very top of the README. Consider adding a 'Project Status' section further down or a `STATUS.md` file if this information is still critical to convey.
  • hightopics#2
    Add specific topics for AI UI generation

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai, ui-generation, react, shadcn-ui, gpt-4, prompt-engineering, open-source, v0-dev-alternative, code-generation
  • mediumreadme#3
    Clarify the project's core purpose and alternative positioning in the README

    Why:

    CURRENT
    # Dewhale

Dewhale is a GitHub-Powered AI for effortless development.
    COPY-PASTE FIX
    # Dewhale: Open-Source AI for Effortless UI Component Generation (v0.dev Alternative)

Dewhale is a GitHub-Powered AI designed for effortless development, specifically focusing on generating React UI components like shadcn/ui. It serves as an open-source alternative to tools like v0.dev, allowing for cost-effective and customizable UI generation.

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
GauGAN2
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GauGAN2 · recommended 1×
  2. Sketch2Code · recommended 1×
  3. pix2code · recommended 1×
  4. AlphaCode · recommended 1×
  5. BLOOM · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source AI tool to generate UI components from descriptions.
    you: not recommended
    AI recommended (in order):
    1. GauGAN2
    2. Sketch2Code
    3. pix2code
    4. AlphaCode
    5. BLOOM
    6. OPT
    7. GPT-3
    8. Hugging Face Transformers Library
    9. BERT
    10. GPT-2
    11. T5
    12. TensorFlow
    13. PyTorch

    AI recommended 13 alternatives but never named Yuyz0112/dewhale. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I use AI to generate React UI components like shadcn/ui to save costs?
    you: not recommended
    AI recommended (in order):
    1. Vercel v0.dev
    2. GitHub Copilot
    3. ChatGPT
    4. GPT-4
    5. Locofy.ai
    6. Builder.io
    7. Codeium
    8. Tabnine

    AI recommended 8 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 did not name Yuyz0112/dewhale — 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 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?

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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