RRepoGEO

REPOGEO REPORT · LITE

openai/openai-cua-sample-app

Default branch main · commit 3751c8ba · scanned 5/25/2026, 10:07:58 PM

GitHub: 1,726 stars · 417 forks

AI VISIBILITY SCORE
22 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 openai/openai-cua-sample-app, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README H1 and opening paragraph to clarify its purpose as an official AI agent sample

    Why:

    CURRENT
    # GPT-5.4 CUA Sample App

TypeScript sample app for browser-focused computer-use workflows with GPT-5.4.
    COPY-PASTE FIX
    # OpenAI CUA Sample App: Building AI Agents for Browser Automation with GPT-5.4

This official OpenAI sample application demonstrates how to build and operate AI agents for browser-focused computer-use workflows using the GPT-5.4 API, specifically designed to help developers comply with the Customer Use Agreement (CUA).
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    [Link to a live demo, official documentation, or relevant OpenAI CUA page]

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 openai/openai-cua-sample-app
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Playwright
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Playwright · recommended 1×
  2. Puppeteer · recommended 1×
  3. Selenium WebDriver · recommended 1×
  4. Cypress · recommended 1×
  5. Robot Framework · recommended 1×
  • CATEGORY QUERY
    How can I build an application to automate browser interactions using a programmatic API?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. Puppeteer
    3. Selenium WebDriver
    4. Cypress
    5. Robot Framework
    6. SeleniumLibrary
    7. Beautiful Soup
    8. Requests
    9. httpx
    10. Mechanize

    AI recommended 10 alternatives but never named openai/openai-cua-sample-app. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What frameworks help create a web console for monitoring and replaying automated agent workflows?
    you: not recommended
    AI recommended (in order):
    1. Retool
    2. Streamlit (streamlit/streamlit)
    3. Next.js (vercel/next.js)
    4. Material-UI (mui/material-ui)
    5. Ant Design (ant-design/ant-design)
    6. Vue.js (vuejs/core)
    7. Vuetify (vuetifyjs/vuetify)
    8. Element UI (element-plus/element-plus)
    9. Django (django/django)
    10. Django Admin
    11. Ruby on Rails (rails/rails)

    AI recommended 11 alternatives but never named openai/openai-cua-sample-app. 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
    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 openai/openai-cua-sample-app?
    pass
    AI did not name openai/openai-cua-sample-app — 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 openai/openai-cua-sample-app in production, what risks or prerequisites should they evaluate first?
    pass
    AI named openai/openai-cua-sample-app 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 openai/openai-cua-sample-app solve, and who is the primary audience?
    pass
    AI did not name openai/openai-cua-sample-app — 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?

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  • Brand-free category queries5 vs 2 in Lite
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