RRepoGEO

REPOGEO REPORT · LITE

thesysdev/openui

Default branch main · commit 9c60c4ba · scanned 5/9/2026, 6:22:09 AM

GitHub: 4,473 stars · 303 forks

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 thesysdev/openui, 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
    Clarify OpenUI's unique approach to Generative UI in the opening paragraph

    Why:

    CURRENT
    OpenUI is a full-stack Generative UI framework — a compact streaming-first language, a React runtime with built-in component libraries, and ready-to-use chat interfaces — that is up to 67% more token-efficient than JSON.
    COPY-PASTE FIX
    OpenUI is the open standard for Generative UI: a full-stack, local-first framework that enables developers to build dynamic, streaming user interfaces directly from large language model outputs. Unlike generic LLM APIs or UI libraries, OpenUI provides a compact, streaming-first language (OpenUI Lang) and a React runtime to define components, generate prompt instructions, and render structured UI as the model streams, offering up to 67% more token-efficiency than JSON.
  • mediumtopics#2
    Add more specific topics related to AI-driven UI generation and streaming

    Why:

    CURRENT
    agent, agents, ai, generative-ui, help-wanted, javascript, llm, looking-for-contributors
    COPY-PASTE FIX
    agent, agents, ai, generative-ui, help-wanted, javascript, llm, looking-for-contributors, ui-generation, streaming-ui, react-ui, ai-frontend
  • lowcomparison#3
    Add a dedicated comparison section to the README

    Why:

    COPY-PASTE FIX
    ## Why OpenUI? (or OpenUI vs. X)

OpenUI stands apart from generic LLM APIs and cloud-based AI design tools like Vercel's V0 by offering a local-first, open-source, and extensible framework for generative UI. Our streaming-first language and React runtime provide unparalleled control and efficiency, allowing you to generate and render structured UI directly from models on your own terms, without vendor lock-in.

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 thesysdev/openui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. React · recommended 1×
  3. GPT-4 · recommended 1×
  4. Claude 3 · recommended 1×
  5. mui/material-ui · recommended 1×
  • CATEGORY QUERY
    How can I build UIs directly from large language model outputs efficiently?
    you: not recommended
    AI recommended (in order):
    1. React
    2. GPT-4
    3. Claude 3
    4. Material UI (mui/material-ui)
    5. Chakra UI (chakra-ui/chakra-ui)
    6. Tailwind CSS (tailwindlabs/tailwindcss)
    7. OpenAI API
    8. GPT-4o
    9. Anthropic API
    10. LangChain (langchain-ai/langchain)
    11. LlamaIndex (run-llama/llama_index)
    12. Next.js (vercel/next.js)
    13. Vite (vitejs/vite)
    14. Streamlit (streamlit/streamlit)
    15. Hugging Face Transformers (huggingface/transformers)
    16. Pandas (pandas-dev/pandas)
    17. Gradio (gradio-app/gradio)
    18. Vue.js
    19. Vuetify (vuetifyjs/vuetify)
    20. Element Plus (element-plus/element-plus)
    21. Nuxt.js (nuxt/nuxt)
    22. Astro (withastro/astro)
    23. Microsoft Power Apps
    24. Retool
    25. Bubble
    26. Zapier
    27. Make

    AI recommended 27 alternatives but never named thesysdev/openui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What framework helps create dynamic, streaming UIs from LLMs using React components?
    you: not recommended
    AI recommended (in order):
    1. Vercel AI SDK (vercel/ai)
    2. LangChain.js (langchain-ai/langchainjs)
    3. OpenAI API
    4. Hugging Face Transformers.js (huggingface/transformers.js)
    5. React Query (TanStack/query)

    AI recommended 5 alternatives but never named thesysdev/openui. 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 thesysdev/openui?
    pass
    AI named thesysdev/openui explicitly

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

  • If a team adopts thesysdev/openui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named thesysdev/openui 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 thesysdev/openui solve, and who is the primary audience?
    pass
    AI named thesysdev/openui 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 thesysdev/openui. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/thesysdev/openui.svg)](https://repogeo.com/en/r/thesysdev/openui)
HTML
<a href="https://repogeo.com/en/r/thesysdev/openui"><img src="https://repogeo.com/badge/thesysdev/openui.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

thesysdev/openui — 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