RRepoGEO

REPOGEO REPORT · LITE

run-llama/chat-ui

Default branch main · commit a5144988 · scanned 6/4/2026, 4:41:58 AM

GitHub: 584 stars · 55 forks

AI VISIBILITY SCORE
33 /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
2 / 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 run-llama/chat-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 README's initial description to highlight LlamaIndex integration

    Why:

    CURRENT
    Description: Chat UI components for LLM apps
README Overview start: @llamaindex/chat-ui is a React component library that provides ready-to-use UI elements for building chat interfaces in LLM (Large Language Model) applications.
    COPY-PASTE FIX
    Update the repository description to: 'Specialized React Chat UI components for LlamaIndex and other LLM applications.'
And modify the README's first paragraph (Overview) to: '@llamaindex/chat-ui is a dedicated React component library that provides ready-to-use UI elements for building advanced chat interfaces, designed for tight integration as a frontend for LlamaIndex applications and other LLM-powered experiences.'
  • mediumtopics#2
    Expand repository topics for better categorization

    Why:

    CURRENT
    ai, chat, components, llm, nextjs, react
    COPY-PASTE FIX
    ai, chat, components, llm, nextjs, react, llamaindex, ai-chat, llm-frontend, react-ui-library
  • lowexamples#3
    Add a prominent 'Live Demo' section linking to the homepage

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example after 'Quick Start':
```
## Live Demo & Examples

Explore a live demonstration of @llamaindex/chat-ui in action and see various usage examples on our official homepage: [https://ui.llamaindex.ai/](https://ui.llamaindex.ai/)
```

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 run-llama/chat-ui
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. Chakra UI · recommended 1×
  5. Material UI · recommended 1×
  • CATEGORY QUERY
    How to quickly implement a customizable chat interface for my AI application?
    you: not recommended
    AI recommended (in order):
    1. Streamlit
    2. Gradio
    3. React
    4. Chakra UI
    5. Material UI
    6. Vue
    7. Vuetify
    8. Element Plus
    9. Next.js
    10. Tailwind CSS
    11. Bubble

    AI recommended 11 alternatives but never named run-llama/chat-ui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best React UI components for building LLM-powered chat experiences?
    you: not recommended
    AI recommended (in order):
    1. Botpress
    2. Chat UI (by OpenAI) (openai/chat-ui)
    3. MUI (mui/material-ui)
    4. Chakra UI (chakra-ui/chakra-ui)
    5. Ant Design (ant-design/ant-design)
    6. React Chat Widget

    AI recommended 6 alternatives but never named run-llama/chat-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 run-llama/chat-ui?
    pass
    AI named run-llama/chat-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 run-llama/chat-ui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named run-llama/chat-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 run-llama/chat-ui solve, and who is the primary audience?
    pass
    AI did not name run-llama/chat-ui — likely talking about a different project

    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 run-llama/chat-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
<a href="https://repogeo.com/en/r/run-llama/chat-ui"><img src="https://repogeo.com/badge/run-llama/chat-ui.svg" alt="RepoGEO" /></a>
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run-llama/chat-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