RRepoGEO

REPOGEO REPORT · LITE

donnemartin/dev-setup

Default branch master · commit d86102d7 · scanned 5/26/2026, 9:28:48 PM

GitHub: 6,261 stars · 1,146 forks

AI VISIBILITY SCORE
35 /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
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 donnemartin/dev-setup, 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's opening to clearly state its purpose

    Why:

    CURRENT
    # dev-setup

<p align="center">
  
</p>

## Motivation
    COPY-PASTE FIX
    # dev-setup

A comprehensive guide and automated scripts for setting up a macOS development environment.

<p align="center">
  
</p>

## Motivation
  • hightopics#2
    Add high-level categorical topics to improve AI classification

    Why:

    CURRENT
    android-development, aws, bash, cli, cloud, elasticsearch, git, iterm2, linux, mac, macos, mongodb, mysql, nodejs, postgresql, python, redis, spark, sublime-text, vim
    COPY-PASTE FIX
    macos-setup, development-environment, workstation-automation, dotfiles, developer-tools, fullstack-development, devops-tools, setup-scripts, configuration-management, android-development, aws, bash, cli, cloud, elasticsearch, git, iterm2, linux, mac, macos, mongodb, mysql, nodejs, postgresql, python, redis, spark, sublime-text, vim
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/donnemartin/dev-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 donnemartin/dev-setup
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Homebrew
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Homebrew · recommended 1×
  2. Oh My Zsh · recommended 1×
  3. Visual Studio Code · recommended 1×
  4. iTerm2 · recommended 1×
  5. Node.js · recommended 1×
  • CATEGORY QUERY
    How can I quickly set up a new macOS machine for full-stack development?
    you: not recommended
    AI recommended (in order):
    1. Homebrew
    2. Oh My Zsh
    3. Visual Studio Code
    4. iTerm2
    5. Node.js
    6. nvm
    7. Docker Desktop
    8. Git

    AI recommended 8 alternatives but never named donnemartin/dev-setup. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good automated scripts for setting up a developer workstation on macOS?
    you: not recommended
    AI recommended (in order):
    1. Ansible
    2. Homebrew Bundle
    3. Dotbot
    4. chezmoi
    5. Boxen
    6. Puppet
    7. Chef

    AI recommended 7 alternatives but never named donnemartin/dev-setup. 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 donnemartin/dev-setup?
    pass
    AI named donnemartin/dev-setup explicitly

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

  • If a team adopts donnemartin/dev-setup in production, what risks or prerequisites should they evaluate first?
    pass
    AI named donnemartin/dev-setup 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 donnemartin/dev-setup solve, and who is the primary audience?
    pass
    AI named donnemartin/dev-setup 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 donnemartin/dev-setup. 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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donnemartin/dev-setup — 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