REPOGEO REPORT · LITE

lobehub/lobe-ui

Default branch master · commit aba5f580 · scanned 6/26/2026, 1:11:48 AM

GitHub: 2,061 stars · 252 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 AI/LLM 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 designed** for building _AIGC_ web apps **and AI chatbot interfaces**.

mediumtopics#2

Add more specific AI-related topics

Why:

CURRENT

aigc, antd, chatbot, design-system, dumi, lobehub, react, typescript, ui, ui-components, ui-kit

COPY-PASTE FIX

aigc, antd, chatbot, design-system, dumi, lobehub, react, typescript, ui, ui-components, ui-kit, llm, generative-ai, ai-components

lowreadme#3

Add a 'Why Lobe UI?' section to highlight core differentiators

Why:

COPY-PASTE FIX

Add a new section, perhaps titled '✨ Why Lobe UI?', immediately after the initial description or installation section. Include bullet points like:
- **Purpose-built for AIGC:** Unlike generic UI libraries, Lobe UI offers components and a design system optimized for AI-generated content applications and chatbot interfaces.
- **Seamless AI Integration:** Provides ready-to-use components that simplify the development of complex AI features, such as chat histories, prompt inputs, and model configuration.
- **Modern & Responsive Design:** Ensures a consistent, intuitive user experience across all devices for your AI applications.

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

Of all named tools, what % are you?

Top rival

shadcn/ui

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

shadcn/ui · recommended 1×
mui/material-ui · recommended 1×
chakra-ui/chakra-ui · recommended 1×
ant-design/ant-design · recommended 1×
nextui-org/nextui · recommended 1×

CATEGORY QUERY
What UI component library is best for building modern AI-generated content web applications?
you: not recommended
AI recommended (in order):
1. shadcn/ui (shadcn/ui)
2. MUI (mui/material-ui)
3. Chakra UI (chakra-ui/chakra-ui)
4. Ant Design (ant-design/ant-design)
5. NextUI (nextui-org/nextui)
6. Radix UI (radix-ui/primitives)
AI recommended 6 alternatives but never named lobehub/lobe-ui. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a React UI kit with specialized components for AI chatbot interfaces.
you: not recommended
AI recommended (in order):
1. Botpress
2. Chat UI
3. React Chatbot Kit
4. Material-UI (MUI)
5. 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

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Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/lobehub/lobe-ui.svg)](https://repogeo.com/en/r/lobehub/lobe-ui)

HTML

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

Pro

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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