RRepoGEO

REPOGEO REPORT · LITE

OpenCoworkAI/open-codesign

Default branch main · commit b94d7156 · scanned 6/17/2026, 11:56:16 PM

GitHub: 6,866 stars · 723 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
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 OpenCoworkAI/open-codesign, 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 README H1 and tagline to explicitly state core function

    Why:

    CURRENT
    # Open CoDesign

> Your prompts. Your model. Your laptop.
>
> Turn prompts into polished artifacts — locally, openly, and with whichever model you already pay for.
    COPY-PASTE FIX
    # Open CoDesign: AI-Powered UI Prototype & Presentation Generator

**Your prompts. Your model. Your laptop.**

Turn text prompts into polished UI prototypes, slides, and PDFs — locally, openly, and with whichever multi-model API (Claude, GPT, Gemini, Ollama) you already pay for.

**Open-source alternative to:** Claude Design · v0 by Vercel · Lovable · Bolt.new · Figma AI
  • mediumabout#2
    Refine the 'About' description for clarity on output types

    Why:

    CURRENT
    Open-source Claude Design alternative. One-click import your Claude Code / Codex API key. Prompt → prototype / slides / PDF. Multi-model (Claude, GPT, Gemini, Kimi, GLM, Ollama). BYOK, local-first, MIT.
    COPY-PASTE FIX
    Open-source, local-first AI design tool for generating UI prototypes, presentations, and PDFs from text prompts. Multi-model (Claude, GPT, Gemini, Ollama, etc.) with BYOK. A powerful alternative to Claude Design, v0, and Figma AI.
  • lowtopics#3
    Add more specific topics for UI prototyping and presentations

    Why:

    CURRENT
    ai-design, anthropic, byok, claude, claude-code, claude-design, claude-design-alternative, deepseek, design-to-code, desktop-app, electron, figma-alternative, gemini, local-first, multi-model, ollama, openai, openrouter, typescript, ui-generator
    COPY-PASTE FIX
    ai-design, anthropic, byok, claude, claude-code, claude-design, claude-design-alternative, deepseek, design-to-code, desktop-app, electron, figma-alternative, gemini, local-first, multi-model, ollama, openai, openrouter, typescript, ui-generator, prompt-to-ui, ai-presentations, ui-prototyping

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 OpenCoworkAI/open-codesign
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. Appsmith · recommended 1×
  4. Budibase · recommended 1×
  5. Plasmic · recommended 1×
  • CATEGORY QUERY
    open-source tool to generate UI prototypes from text prompts locally
    you: not recommended
    AI recommended (in order):
    1. Gradio
    2. Streamlit
    3. Appsmith
    4. Budibase
    5. Plasmic

    AI recommended 5 alternatives but never named OpenCoworkAI/open-codesign. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    AI-powered design tool for generating presentations and UIs with multiple models
    you: not recommended
    AI recommended (in order):
    1. Gamma
    2. Uizard
    3. Microsoft Copilot
    4. Microsoft Designer
    5. PowerPoint
    6. Canva
    7. DALL-E
    8. Imagen
    9. Tome
    10. Figma
    11. Magician
    12. Builder.io's Figma plugin

    AI recommended 12 alternatives but never named OpenCoworkAI/open-codesign. 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 OpenCoworkAI/open-codesign?
    pass
    AI named OpenCoworkAI/open-codesign explicitly

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

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

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

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OpenCoworkAI/open-codesign — 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