RRepoGEO

REPOGEO REPORT · LITE

msitarzewski/brew-browser

Default branch main · commit d82b4ad1 · scanned 6/17/2026, 4:46:15 AM

GitHub: 835 stars · 22 forks

AI VISIBILITY SCORE
28 /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
2 / 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 msitarzewski/brew-browser, 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 the README tagline to strongly assert native desktop application identity

    Why:

    CURRENT
    > A native macOS GUI for Homebrew — shipped in **two builds**.
    COPY-PASTE FIX
    > A native macOS desktop application for Homebrew, providing a full graphical user interface to manage your packages.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    macos, homebrew, gui, package-manager, swiftui, tauri, desktop-app
  • mediumabout#3
    Refine the repository's 'About' description

    Why:

    CURRENT
    Homebrew is the standard package manager on macOS. brew-browser gives it a real native GUI.
    COPY-PASTE FIX
    A native macOS GUI for Homebrew, brew-browser provides a visual interface to manage packages, browse the catalog, and snapshot your setup.

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 msitarzewski/brew-browser
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cakebrew
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Cakebrew · recommended 2×
  2. Homebrew GUI · recommended 2×
  3. Brewlet · recommended 2×
  4. Homebrew Services · recommended 1×
  5. LaunchControl · recommended 1×
  • CATEGORY QUERY
    How can I manage Homebrew packages on macOS using a graphical interface?
    you: not recommended
    AI recommended (in order):
    1. Cakebrew
    2. Homebrew GUI
    3. Brewlet
    4. Homebrew Services
    5. LaunchControl
    6. MacUpdater

    AI recommended 6 alternatives but never named msitarzewski/brew-browser. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a native macOS application to visually browse and install Homebrew software.
    you: not recommended
    AI recommended (in order):
    1. Cakebrew
    2. Homebrew GUI
    3. Brewlet

    AI recommended 3 alternatives but never named msitarzewski/brew-browser. 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 msitarzewski/brew-browser?
    pass
    AI named msitarzewski/brew-browser explicitly

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

  • If a team adopts msitarzewski/brew-browser in production, what risks or prerequisites should they evaluate first?
    pass
    AI named msitarzewski/brew-browser 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 msitarzewski/brew-browser solve, and who is the primary audience?
    pass
    AI did not name msitarzewski/brew-browser — 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?

Embed your GEO score

Drop this badge into the README of msitarzewski/brew-browser. 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/msitarzewski/brew-browser.svg)](https://repogeo.com/en/r/msitarzewski/brew-browser)
HTML
<a href="https://repogeo.com/en/r/msitarzewski/brew-browser"><img src="https://repogeo.com/badge/msitarzewski/brew-browser.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

msitarzewski/brew-browser — 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