RRepoGEO

REPOGEO REPORT · LITE

nolly-studio/cult-ui

Default branch main · commit 62dde9df · scanned 5/16/2026, 2:48:18 AM

GitHub: 4,399 stars · 225 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 nolly-studio/cult-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
    Clarify the README's opening to explicitly state the repo's dual offering

    Why:

    CURRENT
    # cult/ui Accessible and customizable components that you can copy and paste into your apps. Free. Open Source. **Use this to build your own component library**. ## AI SDK AGENTS ### 92+ AI Agent Patterns
    COPY-PASTE FIX
    # cult/ui: Accessible Components & AI Agent Patterns. cult/ui provides accessible and customizable components that you can copy and paste into your apps. Free. Open Source. **Use this to build your own component library.** Additionally, explore our collection of 92+ AI Agent Patterns, designed for easy integration into your Next.js applications.
  • mediumtopics#2
    Add AI-related topics to improve visibility for AI agent queries

    Why:

    CURRENT
    components, design-engineering, framer-motion, nextjs, react, shadcn-ui, tailwindcss, typescript
    COPY-PASTE FIX
    components, design-engineering, framer-motion, nextjs, react, shadcn-ui, tailwindcss, typescript, ai, llm, agents, ai-agents, vercel-ai-sdk
  • lowabout#3
    Update the repository description to reflect both UI components and AI agent patterns

    Why:

    CURRENT
    Components crafted for Design Engineers. Styled using Tailwind CSS, fully compatible with Shadcn, and easy to integrate—just copy and paste. MIT 🤌
    COPY-PASTE FIX
    Accessible UI components crafted for Design Engineers, styled with Tailwind CSS and compatible with Shadcn. Also features a collection of copy-paste AI Agent Patterns for Next.js apps. MIT 🤌

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 nolly-studio/cult-ui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
chakra-ui/chakra-ui
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. chakra-ui/chakra-ui · recommended 1×
  2. radix-ui/primitives · recommended 1×
  3. shadcn-ui/ui · recommended 1×
  4. mui/material-ui · recommended 1×
  5. ant-design/ant-design · recommended 1×
  • CATEGORY QUERY
    Where can I find copy-paste accessible and customizable UI components for a React Next.js app?
    you: not recommended
    AI recommended (in order):
    1. Chakra UI (chakra-ui/chakra-ui)
    2. Radix UI (radix-ui/primitives)
    3. shadcn/ui (shadcn-ui/ui)
    4. Material UI (MUI) (mui/material-ui)
    5. Ant Design (ant-design/ant-design)
    6. Tremor (tremorlabs/tremor)
    7. DaisyUI (saadeghi/daisyui)

    AI recommended 7 alternatives but never named nolly-studio/cult-ui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some good pre-built AI agent patterns to integrate into my Next.js application?
    you: not recommended
    AI recommended (in order):
    1. LangChain.js (langchain-ai/langchainjs)
    2. LlamaIndex.TS (run-llama/LlamaIndexTS)
    3. OpenAI Assistants API
    4. Hugging Face Transformers.js (xenova/transformers.js)
    5. Vercel AI SDK (vercel/ai)
    6. Agent Protocol

    AI recommended 6 alternatives but never named nolly-studio/cult-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
    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 nolly-studio/cult-ui?
    pass
    AI named nolly-studio/cult-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 nolly-studio/cult-ui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named nolly-studio/cult-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 nolly-studio/cult-ui solve, and who is the primary audience?
    pass
    AI named nolly-studio/cult-ui explicitly

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

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nolly-studio/cult-ui — RepoGEO report