RRepoGEO

REPOGEO REPORT · LITE

craigsc/cmux

Default branch main · commit a85a7ed5 · scanned 6/9/2026, 4:11:55 PM

GitHub: 558 stars · 33 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 craigsc/cmux, 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 explicitly state its domain and differentiate from network multiplexers

    Why:

    CURRENT
    # cmux — tmux for Claude Code

Run a fleet of Claude agents on the same repo — each in its own worktree, zero conflicts, one command each.
    COPY-PASTE FIX
    # cmux — tmux for Claude Code (for AI Agent Development)

**Important:** This `cmux` is *not* a network multiplexer. It's a command-line tool designed to help you run a fleet of Claude (or other AI) agents on the same Git repository. Each agent operates in its own isolated Git worktree, ensuring zero conflicts and streamlined parallel development.
  • hightopics#2
    Add more specific topics to reinforce the correct category and differentiate from network multiplexers

    Why:

    CURRENT
    claude, claude-code, git, terminal
    COPY-PASTE FIX
    claude, claude-code, git, terminal, git-worktrees, ai-agents, parallel-development, developer-tools, cli
  • lowhomepage#3
    Add the repository URL as the homepage in the About section

    Why:

    COPY-PASTE FIX
    https://github.com/craigsc/cmux

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 craigsc/cmux
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Git
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Git · recommended 1×
  2. GitHub · recommended 1×
  3. GitLab · recommended 1×
  4. Bitbucket · recommended 1×
  5. KDE/kdiff3 · recommended 1×
  • CATEGORY QUERY
    How to manage multiple AI agents developing on the same repository concurrently without conflicts?
    you: not recommended
    AI recommended (in order):
    1. Git
    2. GitHub
    3. GitLab
    4. Bitbucket
    5. KDiff3 (KDE/kdiff3)
    6. Beyond Compare
    7. Semantic Merge
    8. Gerrit (GerritCodeReview/gerrit)
    9. Jenkins (jenkinsci/jenkins)
    10. GitHub Actions
    11. GitLab CI
    12. Travis CI
    13. ESLint (eslint/eslint)
    14. Black (psf/black)
    15. Prettier (prettier/prettier)
    16. SonarQube (SonarSource/sonarqube)
    17. Jira
    18. Trello
    19. YAML
    20. JSON
    21. XML

    AI recommended 21 alternatives but never named craigsc/cmux. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for creating and managing isolated Git worktrees for parallel development efficiently?
    you: not recommended
    AI recommended (in order):
    1. Git's Built-in Worktrees
    2. Git Cola
    3. Lazygit
    4. VS Code
    5. Sublime Merge

    AI recommended 5 alternatives but never named craigsc/cmux. 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 craigsc/cmux?
    pass
    AI named craigsc/cmux explicitly

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

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

Subscribe to Pro for deep diagnoses

craigsc/cmux — 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