RRepoGEO

REPOGEO REPORT · LITE

lobehub/lobe-ui

Default branch master · commit c5b7b513 · scanned 5/15/2026, 9:12:40 AM

GitHub: 1,995 stars · 244 forks

AI VISIBILITY SCORE
27 /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
1 / 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 lobehub/lobe-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
    Strengthen README's opening statement to emphasize specialization

    Why:

    CURRENT
    Lobe UI is an open-source UI component library for building _AIGC_ web apps
    COPY-PASTE FIX
    Lobe UI is an open-source UI component library **specifically optimized** for building **advanced** AIGC (AI-Generated Content) and conversational AI web applications.
  • mediumtopics#2
    Add more specific conversational AI topics

    Why:

    CURRENT
    aigc, antd, chatbot, design-system, dumi, lobehub, react, typescript, ui, ui-components, ui-kit
    COPY-PASTE FIX
    aigc, antd, chatbot, conversational-ai, ai-chat, ai-interfaces, design-system, dumi, lobehub, react, typescript, ui, ui-components, ui-kit
  • mediumcomparison#3
    Add a 'Why Lobe UI?' or comparison section to the README

    Why:

    COPY-PASTE FIX
    ## ✨ Why Lobe UI? (vs. General UI Libraries)

While general-purpose UI libraries like Material UI or Ant Design offer broad component sets, Lobe UI is purpose-built and optimized for the unique demands of AIGC and conversational AI applications. We provide specialized components and design patterns that accelerate development for AI-powered interfaces, focusing on features like chat message rendering, prompt management, and AI interaction flows, rather than requiring you to adapt generic components for these specific use cases.

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 lobehub/lobe-ui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Chakra UI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Chakra UI · recommended 1×
  2. Material-UI (MUI) · recommended 1×
  3. Ant Design · recommended 1×
  4. shadcn/ui · recommended 1×
  5. React Spectrum (Adobe) · recommended 1×
  • CATEGORY QUERY
    What UI component libraries are best for building AI-generated content web applications?
    you: not recommended
    AI recommended (in order):
    1. Chakra UI
    2. Material-UI (MUI)
    3. Ant Design
    4. shadcn/ui
    5. React Spectrum (Adobe)

    AI recommended 5 alternatives but never named lobehub/lobe-ui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a React UI kit with components optimized for conversational AI interfaces.
    you: not recommended
    AI recommended (in order):
    1. BotFramework-WebChat (microsoft/BotFramework-WebChat)
    2. React Chatbot Kit (freddyrangel/react-chatbot-kit)
    3. Chat UI (SAP/recastai-webchat)
    4. Material-UI (MUI) (mui/material-ui)
    5. Ant Design (ant-design/ant-design)

    AI recommended 5 alternatives but never named lobehub/lobe-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 lobehub/lobe-ui?
    pass
    AI did not name lobehub/lobe-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?

  • If a team adopts lobehub/lobe-ui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lobehub/lobe-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 lobehub/lobe-ui solve, and who is the primary audience?
    pass
    AI did not name lobehub/lobe-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 lobehub/lobe-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/lobehub/lobe-ui"><img src="https://repogeo.com/badge/lobehub/lobe-ui.svg" alt="RepoGEO" /></a>
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lobehub/lobe-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