RRepoGEO

REPOGEO REPORT · LITE

superdesigndev/superdesign

Default branch main · commit 6f082413 · scanned 5/25/2026, 5:32:44 PM

GitHub: 6,500 stars · 709 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 superdesigndev/superdesign, 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 topics to improve categorization

    Why:

    COPY-PASTE FIX
    ["ai-design-agent", "ide-extension", "ui-generation", "mockup-generator", "wireframe-tool", "ai-code-assistant", "vscode-extension", "cursor-ide", "claude-code"]
  • highreadme#2
    Add a 'How SuperDesign is Different' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example after 'Features' or 'Getting Started':

### 💡 How SuperDesign is Different
Unlike traditional design systems or component libraries (e.g., shadcn/ui, Material-UI) that provide pre-built components, SuperDesign is an **AI agent** that *generates* unique UI mockups, components, and wireframes from your natural language prompts, directly within your IDE. We empower you to create, iterate, and customize designs on the fly, rather than just consuming a fixed set of components.
  • mediumlicense#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a 'License' section to the README:

## 📄 License
This project is licensed under [Specify your actual license(s) here, e.g., 'a custom license. See the LICENSE file for details.' or 'a combination of X and Y licenses. See the LICENSE file for details.']

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 superdesigndev/superdesign
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Locofy.ai
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Locofy.ai · recommended 2×
  2. Copilot for VS Code / GitHub Copilot X · recommended 1×
  3. Vercel v0.dev · recommended 1×
  4. OpenAI API (GPT-4 Vision / DALL-E 3) · recommended 1×
  5. Anima App · recommended 1×
  • CATEGORY QUERY
    How can I generate UI mockups and components directly from text prompts in my IDE?
    you: not recommended
    AI recommended (in order):
    1. Copilot for VS Code / GitHub Copilot X
    2. Locofy.ai
    3. Vercel v0.dev
    4. OpenAI API (GPT-4 Vision / DALL-E 3)
    5. Anima App
    6. Tabnine / CodeWhisperer

    AI recommended 6 alternatives but never named superdesigndev/superdesign. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI tool to clone existing website UIs and generate components.
    you: not recommended
    AI recommended (in order):
    1. Locofy.ai
    2. Anima
    3. DhiWise
    4. Uizard
    5. TeleportHQ
    6. Builder.io
    7. Plasmic

    AI recommended 7 alternatives but never named superdesigndev/superdesign. 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 superdesigndev/superdesign?
    pass
    AI named superdesigndev/superdesign explicitly

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

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