RRepoGEO

REPOGEO REPORT · LITE

Helvesec/rmux

Default branch main · commit e2bce4c6 · scanned 6/27/2026, 10:21:30 AM

GitHub: 2,218 stars · 110 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 Helvesec/rmux, 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's opening to emphasize programmatic control SDK

    Why:

    COPY-PASTE FIX
    Ensure the very first paragraph of the README clearly states that `rmux` is a Rust SDK for programmatically driving and automating any CLI or TUI application, highlighting its unique capability beyond basic process execution or user-facing multiplexing. For example, start with: "rmux is a universal Rust SDK designed to programmatically control and automate any CLI or TUI application, offering a typed interface for driving terminal interactions from your code."
  • hightopics#2
    Add topics for programmatic control and automation

    Why:

    CURRENT
    agent, ai, cli, linux, macos, multiplexer, multiplexers, powershell, ratatui, rust, terminal, tokio, windows
    COPY-PASTE FIX
    agent, ai, cli, linux, macos, multiplexer, multiplexers, powershell, ratatui, rust, terminal, tokio, windows, automation, programmatic-control, sdk, cli-automation, tui-automation, remote-control
  • mediumlicense#3
    Add a clear statement about the project's license(s) to the README

    Why:

    COPY-PASTE FIX
    Add a section or line in the README, ideally near the top or in a "Legal" section, explicitly stating the license(s) under which `rmux` is distributed. For example: "This project is licensed under [License Name 1] and [License Name 2]. See the LICENSE file for full details." (Replace `[License Name 1]` and `[License Name 2]` with the actual licenses found in the LICENSE file).

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 Helvesec/rmux
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
std::process::Command
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. std::process::Command · recommended 1×
  2. tokio::process::Command · recommended 1×
  3. expect-rs · recommended 1×
  4. ptyprocess · recommended 1×
  5. duct · recommended 1×
  • CATEGORY QUERY
    How can I programmatically control terminal applications and CLIs using Rust code?
    you: not recommended
    AI recommended (in order):
    1. std::process::Command
    2. tokio::process::Command
    3. expect-rs
    4. ptyprocess
    5. duct

    AI recommended 5 alternatives but never named Helvesec/rmux. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best universal terminal multiplexers for cross-platform CLI automation?
    you: not recommended
    AI recommended (in order):
    1. tmux
    2. GNU Screen
    3. iTerm2
    4. Windows Terminal
    5. Terminator

    AI recommended 5 alternatives but never named Helvesec/rmux. 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 Helvesec/rmux?
    pass
    AI named Helvesec/rmux explicitly

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

  • If a team adopts Helvesec/rmux in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Helvesec/rmux 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 Helvesec/rmux solve, and who is the primary audience?
    pass
    AI named Helvesec/rmux explicitly

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

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Helvesec/rmux — 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