RRepoGEO

REPOGEO REPORT · LITE

CommandCodeAI/langui

Default branch main · commit c7d6ee88 · scanned 5/19/2026, 11:02:46 AM

GitHub: 3,142 stars · 157 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 CommandCodeAI/langui, 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 statement to emphasize its specific niche

    Why:

    CURRENT
    <h3 align="center">The perfect UI for your AI — Build & Deploy your own ChatGPT</h3>

<p align="center">
  <a href="https://github.com/LangbaseInc/LangUI/stargazers">
    
  </a>
  <a aria-label="License" href="https://github.com/LangbaseInc/langui/blob/main/LICENSE">
    
  </a>
  <a aria-label="Langbase logo" href="https://beta.langbase.com/">
    
  </a>
</p>
<hr/>

Trusted by some of the world's largest companies, developers, and investors, LangUI is a set of beautifully designed components that you can copy and paste to build your own ChatGPT. Free. Customizable. Open Source. 

LangUI is powered by Tailwind CSS with free components tailored for your AI and GPT projects.
    COPY-PASTE FIX
    # LangUI: Open Source Tailwind CSS Components for AI & LLM UIs

LangUI offers a comprehensive collection of beautifully designed, ready-to-use Tailwind CSS components specifically tailored for building user interfaces for your GPT, generative AI, and LLM projects. Accelerate your AI application development by focusing on your core logic, while LangUI handles the UI.
  • mediumtopics#2
    Add more specific AI component-related topics

    Why:

    CURRENT
    chat-ui, chatgpt, chatgpt-ui, gpt, gpt-3, gpt-4, gpt-ui, lang-chain, lang-ui
    COPY-PASTE FIX
    chat-ui, chatgpt, chatgpt-ui, gpt, gpt-3, gpt-4, gpt-ui, lang-chain, lang-ui, ai-components, llm-ui-kit, gpt-ui-kit, tailwind-components-ai
  • lowreadme#3
    Add a dedicated 'Why LangUI?' section to the README

    Why:

    COPY-PASTE FIX
    ## Why LangUI?

Unlike general-purpose UI libraries, LangUI is purpose-built for AI applications. We provide pre-designed, production-ready components like chat interfaces, prompt builders, and response displays, all powered by Tailwind CSS, allowing you to accelerate development of your LLM-powered products without starting your UI from scratch.

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 CommandCodeAI/langui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Streamlit
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Streamlit · recommended 1×
  2. Gradio · recommended 1×
  3. React · recommended 1×
  4. Material-UI · recommended 1×
  5. Chakra UI · recommended 1×
  • CATEGORY QUERY
    How to quickly build a user interface for a conversational AI application?
    you: not recommended
    AI recommended (in order):
    1. Streamlit
    2. Gradio
    3. React
    4. Material-UI
    5. Chakra UI
    6. Vue.js
    7. Vuetify
    8. Element Plus
    9. Bubble
    10. Next.js
    11. Vercel

    AI recommended 11 alternatives but never named CommandCodeAI/langui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for open source Tailwind CSS components for LLM and GPT project UIs.
    you: not recommended
    AI recommended (in order):
    1. Shadcn/ui
    2. Tailwind UI
    3. Flowbite
    4. DaisyUI
    5. Preline UI
    6. Mamba UI
    7. HyperUI

    AI recommended 7 alternatives but never named CommandCodeAI/langui. 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 CommandCodeAI/langui?
    pass
    AI named CommandCodeAI/langui explicitly

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

  • If a team adopts CommandCodeAI/langui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named CommandCodeAI/langui 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 CommandCodeAI/langui solve, and who is the primary audience?
    pass
    AI named CommandCodeAI/langui 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 CommandCodeAI/langui. 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/CommandCodeAI/langui.svg)](https://repogeo.com/en/r/CommandCodeAI/langui)
HTML
<a href="https://repogeo.com/en/r/CommandCodeAI/langui"><img src="https://repogeo.com/badge/CommandCodeAI/langui.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

CommandCodeAI/langui — 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