REPOGEO REPORT · LITE

sunface/beatui

Default branch main · commit 1acb1858 · scanned 6/21/2026, 9:03:15 PM

GitHub: 1,771 stars · 98 forks

AI VISIBILITY SCORE

30 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

0 pass · 2 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 sunface/beatui, 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

Expand README's H1 and introductory paragraph to clearly position BeatUI

Why:

CURRENT

# BeatUI

COPY-PASTE FIX

# BeatUI: A UI Framework for AI Applications

BeatUI is a modern, declarative, and cross-platform UI framework specifically designed for AI applications. Built for Go developers, it simplifies the creation of native-feeling graphical user interfaces, addressing the complexities often found in AI model interaction and visualization. Leveraging web technologies and inspired by Ant Design, BeatUI offers a lightweight and minimal approach to building robust desktop applications.

hightopics#2
Add relevant topics to improve categorization and discoverability
Why:
CURRENT
```
(none)
```
COPY-PASTE FIX
```
ai, ui-framework, go, desktop-app, cross-platform, ant-design, generative-ai, machine-learning-ui
```

mediumreadme#3

Add a 'Key Features for AI' section to the README

Why:

COPY-PASTE FIX

## Key Features for AI Applications

*   **Simplified AI Interaction:** Design intuitive interfaces for complex AI models with ease.
*   **Data Visualization Ready:** Integrate seamlessly with data visualization libraries to present AI outputs clearly.
*   **Cross-Platform Compatibility:** Deploy AI applications across Windows, macOS, and Linux from a single codebase.
*   **Go-Native Performance:** Leverage Go's performance for responsive AI-driven UIs.
*   **Declarative UI:** Build UIs with a modern, declarative approach, making AI application development more predictable.

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 sunface/beatui

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

streamlit/streamlit

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

streamlit/streamlit · recommended 1×
gradio-app/gradio · recommended 1×
facebook/react · recommended 1×
vercel/next.js · recommended 1×
facebook/create-react-app · recommended 1×

CATEGORY QUERY
What are the best UI frameworks for building interactive AI applications?
you: not recommended
AI recommended (in order):
1. Streamlit (streamlit/streamlit)
2. Gradio (gradio-app/gradio)
3. React (facebook/react)
4. Next.js (vercel/next.js)
5. Create React App (facebook/create-react-app)
6. D3.js (d3/d3)
7. Chart.js (chartjs/Chart.js)
8. Vue.js (vuejs/core)
9. Nuxt.js (nuxt/nuxt)
10. Dash (plotly/dash)
11. Plotly.js (plotly/plotly.js)
12. Svelte (sveltejs/svelte)
13. SvelteKit (sveltejs/kit)
14. PyQt
15. PySide (pyside/pyside-setup)
16. Qt framework
AI recommended 16 alternatives but never named sunface/beatui. This is the gap to close.
Show full AI answer
CATEGORY QUERY
How to simplify complex user interfaces for AI model interaction and visualization?
you: not recommended
AI recommended (in order):
1. Gradio
2. Streamlit
3. Plotly Dash
4. TensorBoard
5. Weights & Biases
6. Hugging Face Spaces
7. Tableau
8. Microsoft Power BI
AI recommended 8 alternatives but never named sunface/beatui. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
README presence
warn
Suggestion:

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 sunface/beatui?
pass
AI named sunface/beatui explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts sunface/beatui in production, what risks or prerequisites should they evaluate first?
pass
AI named sunface/beatui 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 sunface/beatui solve, and who is the primary audience?
pass
AI named sunface/beatui 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 sunface/beatui. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/sunface/beatui.svg)](https://repogeo.com/en/r/sunface/beatui)

HTML

<a href="https://repogeo.com/en/r/sunface/beatui"><img src="https://repogeo.com/badge/sunface/beatui.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

sunface/beatui — 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