RRepoGEO

REPOGEO REPORT · LITE

showlab/ShowUI

Default branch main · commit 21ed7cb2 · scanned 5/22/2026, 10:23:35 AM

GitHub: 1,839 stars · 139 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 showlab/ShowUI, 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
    Clarify ShowUI's core purpose as a VLA model for GUI agents in the README

    Why:

    CURRENT
    # ShowUI
Open-source, End-to-end, Lightweight, Vision-Language-Action model for GUI Agent & Computer Use.

ShowUI 是一款开源的、端到端、轻量级的视觉-语言-动作模型，专为 GUI 智能体设计.
    COPY-PASTE FIX
    # ShowUI: A Vision-Language-Action Model for GUI Agents

ShowUI is an open-source, end-to-end, lightweight Vision-Language-Action (VLA) model specifically designed for building intelligent GUI agents and automating computer use. Unlike traditional UI frameworks or component libraries, ShowUI provides the foundational AI model for agents to understand and interact with graphical user interfaces.
  • mediumreadme#2
    Add a 'What is ShowUI?' section to the README

    Why:

    COPY-PASTE FIX
    ## What is ShowUI?

ShowUI is an innovative Vision-Language-Action (VLA) model designed to empower AI agents to understand and interact with graphical user interfaces (GUIs) across various computer applications. Unlike script-based automation tools (e.g., Playwright, PyAutoGUI), ShowUI leverages advanced vision and language understanding to perceive screen content and execute actions, enabling more robust and adaptable GUI automation. It provides an end-to-end solution for developing intelligent agents capable of complex computer use.
  • lowreadme#3
    Complete or remove the incomplete 'Update' section in README

    Why:

    CURRENT
    ## 🔥 Update
- [x] [2026.2.21] Sho
    COPY-PASTE FIX
    ## 🔥 Update
- [x] [2024.XX.XX] Initial release of ShowUI.

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 showlab/ShowUI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
microsoft/playwright
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. microsoft/playwright · recommended 1×
  2. asweigart/pyautogui · recommended 1×
  3. RaiMan/SikuliX1 · recommended 1×
  4. UIPath Studio · recommended 1×
  5. SeleniumHQ/selenium · recommended 1×
  • CATEGORY QUERY
    How can I build an AI agent to automate complex computer GUI tasks?
    you: not recommended
    AI recommended (in order):
    1. Playwright (microsoft/playwright)
    2. PyAutoGUI (asweigart/pyautogui)
    3. SikuliX (RaiMan/SikuliX1)
    4. UIPath Studio
    5. Selenium WebDriver (SeleniumHQ/selenium)
    6. AutoHotkey (AutoHotkey/AutoHotkey)

    AI recommended 6 alternatives but never named showlab/ShowUI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source vision-language-action models are available for developing GUI automation agents?
    you: not recommended
    AI recommended (in order):
    1. OpenVLA
    2. Mobile ALOHA
    3. Llama 3
    4. Mistral
    5. Falcon
    6. YOLO-NAS
    7. ViT
    8. Selenium
    9. Playwright
    10. PyAutoGUI
    11. MiniGPT-4
    12. LLaVA
    13. Hugging Face Transformers
    14. DETR
    15. BERT
    16. RoBERTa
    17. MiniWoB++
    18. Stable Baselines3
    19. CleanRL

    AI recommended 19 alternatives but never named showlab/ShowUI. 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 showlab/ShowUI?
    pass
    AI named showlab/ShowUI explicitly

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

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

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showlab/ShowUI — 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
showlab/ShowUI — RepoGEO report