RRepoGEO

REPOGEO REPORT · LITE

browser-use/desktop

Default branch main · commit f073b757 · scanned 6/11/2026, 5:46:50 PM

GitHub: 596 stars · 47 forks

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 browser-use/desktop, 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
    Reposition README opening to clarify it's a desktop app for AI browser agents

    Why:

    CURRENT
    # Browser Use Desktop App
> Run a team of browser agents on your desktop.
    COPY-PASTE FIX
    # Browser Use Desktop App: Your Local Hub for AI Browser Agents
> A desktop application that runs and manages a team of AI browser agents directly on your machine, leveraging your existing browser sessions without replacing Chrome.
  • mediumtopics#2
    Add more specific topics related to AI agents and desktop automation

    Why:

    CURRENT
    agent-browser, browser, browser-agent, browser-agents, browser-harness, browser-use
    COPY-PASTE FIX
    ai-agents, desktop-app, browser-automation, local-ai, agent-browser, browser-agent, browser-agents, browser-harness, browser-use
  • lowreadme#3
    Clarify 'Providers' section in README to explain their role

    Why:

    CURRENT
    ## Providers 
AnthropicClaude Code Subscription or API Key
CodexChatGPT Subscription or API Key
    COPY-PASTE FIX
    ## Providers 
To power your browser agents, this app integrates with the following AI models. You will need a subscription or API key for:
*   AnthropicClaude Code Subscription or API Key
*   CodexChatGPT Subscription or API Key

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 browser-use/desktop
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. LangChain · recommended 1×
  3. LlamaIndex · recommended 1×
  4. Puppeteer · recommended 1×
  5. Selenium WebDriver · recommended 1×
  • CATEGORY QUERY
    How can I run multiple AI-powered browser agents on my local machine for automation?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. LangChain
    3. LlamaIndex
    4. Puppeteer
    5. Selenium WebDriver
    6. AutoGPT
    7. BabyAGI
    8. Browserless.io

    AI recommended 8 alternatives but never named browser-use/desktop. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What desktop application allows managing AI browser agents and leveraging existing logged-in sessions?
    you: not recommended
    AI recommended (in order):
    1. Puppeteer (puppeteer/puppeteer)
    2. Playwright (microsoft/playwright)
    3. Electron (electron/electron)
    4. UiPath Studio
    5. Blue Prism
    6. Octoparse
    7. ParseHub
    8. SessionBox
    9. Multi-Account Containers (mozilla/multi-account-containers)

    AI recommended 9 alternatives but never named browser-use/desktop. 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 browser-use/desktop?
    pass
    AI named browser-use/desktop explicitly

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

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