REPOGEO REPORT · LITE

TurixAI/TuriX-CUA

Default branch main · commit 1b662d91 · scanned 5/17/2026, 9:37:14 PM

GitHub: 2,971 stars · 305 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

Clarify the repository description to accurately reflect its function

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 directly control and automate desktop actions and GUI interactions on your computer.

highreadme#2

Strengthen the README's opening paragraph to clearly position as an open-source desktop AI agent

Why:

CURRENT

TuriX lets your powerful AI models take real, hands‑on actions directly on your desktop. It ships with a **state‑of‑the‑art computer‑use agent** (achieves 80% success rate on our OSWorld‑style Mac benchmark and 64.2% success rate on OSWorld) yet stays 100 % open‑source and cost‑free for personal & research use.

COPY-PASTE FIX

TuriX is an open-source, cost-free computer-use agent that empowers powerful AI models to take real, hands-on actions directly on your desktop, automating GUI interactions and system control. It ships with a state-of-the-art agent (achieves 80% success rate on our OSWorld-style Mac benchmark and 64.2% success rate on OSWorld) and is designed for personal & research use.

mediumtopics#3

Add more specific topics to emphasize open-source desktop automation

Why:

CURRENT

agent, ai-agents, browser-use, computer-automation, computer-use, computer-use-agent, cua, gui-agent, gui-operator, mcp, qwen3-vl

COPY-PASTE FIX

agent, ai-agents, browser-automation, computer-automation, computer-control, computer-use, computer-use-agent, cua, desktop-automation, gui-agent, gui-automation, gui-operator, open-source-ai, mcp, qwen3-vl

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

Of all named tools, what % are you?

Top rival

UiPath Studio

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

UiPath Studio · recommended 1×
Microsoft Power Automate Desktop · recommended 1×
Automation Anywhere Enterprise A2019/360 · recommended 1×
Robocorp · recommended 1×
TagUI · recommended 1×

CATEGORY QUERY
How can I use an AI agent to automate desktop actions and control my computer's GUI?
you: not recommended
AI recommended (in order):
1. UiPath Studio
2. Microsoft Power Automate Desktop
3. Automation Anywhere Enterprise A2019/360
4. Robocorp
5. TagUI
6. PyAutoGUI
AI recommended 6 alternatives but never named TurixAI/TuriX-CUA. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What open-source tools enable AI models to directly interact with a computer's operating system?
you: not recommended
AI recommended (in order):
1. AutoGPT
2. Open Interpreter
3. AgentGPT
4. BabyAGI
5. LangChain Agents
6. LlamaIndex
AI recommended 6 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?

Embed your GEO score

Drop this badge into the README of TurixAI/TuriX-CUA. 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)

[![RepoGEO](https://repogeo.com/badge/TurixAI/TuriX-CUA.svg)](https://repogeo.com/en/r/TurixAI/TuriX-CUA)

HTML

<a href="https://repogeo.com/en/r/TurixAI/TuriX-CUA"><img src="https://repogeo.com/badge/TurixAI/TuriX-CUA.svg" alt="RepoGEO" /></a>

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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