RRepoGEO

REPOGEO REPORT · LITE

CopilotKit/generative-ui

Default branch main · commit 12aa81e3 · scanned 6/4/2026, 6:33:21 PM

GitHub: 732 stars · 69 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 CopilotKit/generative-ui, 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 the README's opening to clarify its unique category

    Why:

    CURRENT
    🔮 Generative UI for Agentic Apps

Build apps that adapt to your users.
    COPY-PASTE FIX
    🔮 Generative UI for Agentic Apps

This repository provides examples and guidance for building dynamic user interfaces that are generated and controlled by AI agents, using protocols like AG-UI, A2UI, and MCP Apps. Build apps that adapt to your users with AI-driven UI.
  • highlicense#2
    Add a standard open-source license file

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the root of the repository, choosing a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0) that best suits your project.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://www.copilotkit.ai/generative-ui

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 CopilotKit/generative-ui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
React
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. React · recommended 1×
  2. Next.js · recommended 1×
  3. Remix · recommended 1×
  4. Vue.js · recommended 1×
  5. Nuxt.js · recommended 1×
  • CATEGORY QUERY
    How can I build dynamic user interfaces that adapt to agentic AI responses?
    you: not recommended
    AI recommended (in order):
    1. React
    2. Next.js
    3. Remix
    4. Vue.js
    5. Nuxt.js
    6. Svelte
    7. SvelteKit
    8. Angular
    9. Lit
    10. HTMX
    11. Django
    12. Ruby on Rails
    13. Phoenix

    AI recommended 13 alternatives but never named CopilotKit/generative-ui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What frameworks exist for creating UIs driven by AI agents using declarative or controlled methods?
    you: not recommended
    AI recommended (in order):
    1. React (facebook/react)
    2. XState (statelyai/xstate)
    3. Stately.ai
    4. Vue.js (vuejs/core)
    5. Pinia (vuejs/pinia)
    6. Vuex (vuejs/vuex)
    7. Svelte (sveltejs/svelte)
    8. Svelte Stores
    9. LangChain (langchain-ai/langchain)
    10. Streamlit (streamlit/streamlit)
    11. Gradio (gradio-app/gradio)
    12. MUI (mui/material-ui)
    13. Ant Design (ant-design/ant-design)
    14. Bubble
    15. AppGyver
    16. Retool
    17. OpenAI APIs
    18. Google Cloud AI

    AI recommended 18 alternatives but never named CopilotKit/generative-ui. 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 CopilotKit/generative-ui?
    pass
    AI named CopilotKit/generative-ui explicitly

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

  • If a team adopts CopilotKit/generative-ui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named CopilotKit/generative-ui 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 CopilotKit/generative-ui solve, and who is the primary audience?
    pass
    AI named CopilotKit/generative-ui 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 CopilotKit/generative-ui. 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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MARKDOWN (README)
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HTML
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CopilotKit/generative-ui — 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