RRepoGEO

REPOGEO REPORT · LITE

TurixAI/TuriX-CUA

Default branch main · commit 267eb991 · scanned 6/29/2026, 2:52:08 AM

GitHub: 3,088 stars · 318 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 TurixAI/TuriX-CUA, 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
  • highabout#1
    Update the repository description to clearly state its function and platform

    Why:

    CURRENT
    This is the official website for TuriX Computer-use-Agent
    COPY-PASTE FIX
    TuriX-CUA is an open-source AI agent that enables powerful AI models to perform real, hands-on actions directly on your desktop GUI, primarily for macOS.
  • highreadme#2
    Add a 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, e.g., 'TuriX-CUA vs. Other AI Agents & RPA Tools,' that highlights its open-source nature, desktop focus (macOS), and performance benchmarks (e.g., OSWorld) compared to tools like Open Interpreter, AutoGPT, or commercial RPA solutions.
  • mediumreadme#3
    Clarify the primary platform in the README's opening paragraph

    Why:

    CURRENT
    TuriX lets your powerful AI models take real, hands‑on actions directly on your desktop.
    COPY-PASTE FIX
    TuriX lets your powerful AI models take real, hands‑on actions directly on your desktop, currently optimized for macOS 15+.

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 TurixAI/TuriX-CUA
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
UiPath
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. UiPath · recommended 1×
  2. Automation Anywhere · recommended 1×
  3. Microsoft Power Automate Desktop · recommended 1×
  4. opencv/opencv · recommended 1×
  5. RaiMan/SikuliX · recommended 1×
  • CATEGORY QUERY
    How can I use an AI model to automate desktop GUI interactions?
    you: not recommended
    AI recommended (in order):
    1. UiPath
    2. Automation Anywhere
    3. Microsoft Power Automate Desktop
    4. OpenCV (opencv/opencv)
    5. SikuliX (RaiMan/SikuliX)
    6. TensorFlow (tensorflow/tensorflow)
    7. PyTorch (pytorch/pytorch)
    8. YOLO
    9. Faster R-CNN
    10. pyautogui (asweigart/pyautogui)
    11. pynput (moses-palmer/pynput)
    12. SendKeys

    AI recommended 12 alternatives but never named TurixAI/TuriX-CUA. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools allow AI agents to perform tasks on a computer's interface?
    you: not recommended
    AI recommended (in order):
    1. AutoGPT
    2. Open Interpreter
    3. AgentGPT
    4. BabyAGI
    5. TaskWeaver
    6. LangChain Agents with Tooling
    7. PyAutoGUI

    AI recommended 7 alternatives but never named TurixAI/TuriX-CUA. 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 TurixAI/TuriX-CUA?
    pass
    AI named TurixAI/TuriX-CUA explicitly

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

  • If a team adopts TurixAI/TuriX-CUA in production, what risks or prerequisites should they evaluate first?
    pass
    AI named TurixAI/TuriX-CUA 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 TurixAI/TuriX-CUA solve, and who is the primary audience?
    pass
    AI named TurixAI/TuriX-CUA explicitly

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

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MARKDOWN (README)
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TurixAI/TuriX-CUA — 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