RRepoGEO

REPOGEO REPORT · LITE

Octane0411/open-vibe-island

Default branch main · commit 95013d18 · scanned 5/29/2026, 4:37:06 AM

GitHub: 1,171 stars · 189 forks

AI VISIBILITY SCORE
22 /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
1 / 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 Octane0411/open-vibe-island, 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
    Add a disclaimer to the README clarifying the project's purpose

    Why:

    COPY-PASTE FIX
    Add this sentence prominently in the README, for example, right after the H1: "Note: This project is an open-source alternative to 'Vibe Island' for AI coding agents, and is not related to the OpenVibe BCI software."
  • mediumtopics#2
    Add more specific topics for macOS menu bar and AI agent monitoring

    Why:

    CURRENT
    agent, claudecode, code-island, codeisland, codex, gemini-cli, island, open-island, opencode, openisland, vibe, vibe-coding, vibe-island, vibeisland
    COPY-PASTE FIX
    agent, claudecode, code-island, codeisland, codex, gemini-cli, island, open-island, opencode, openisland, vibe, vibe-coding, vibe-island, vibeisland, macos-menubar, macos-topbar, ai-agent-monitor, coding-assistant-tool
  • mediumhomepage#3
    Set the repository's homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/Octane0411/open-vibe-island

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 Octane0411/open-vibe-island
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
xbarapp/xbar
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. xbarapp/xbar · recommended 2×
  2. swiftbar/SwiftBar · recommended 1×
  3. Keyboard Maestro · recommended 1×
  4. Hammerspoon/hammerspoon · recommended 1×
  5. Xcode · recommended 1×
  • CATEGORY QUERY
    How can I monitor and control my AI coding agents from my macOS top bar?
    you: not recommended
    AI recommended (in order):
    1. BitBar (xbarapp/xbar)
    2. SwiftBar (swiftbar/SwiftBar)
    3. xbar (xbarapp/xbar)
    4. Keyboard Maestro
    5. Hammerspoon (Hammerspoon/hammerspoon)
    6. Xcode
    7. Swift
    8. Objective-C
    9. iStat Menus

    AI recommended 9 alternatives but never named Octane0411/open-vibe-island. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source, local-first tool to manage AI coding agent interactions on macOS.
    you: not recommended
    AI recommended (in order):
    1. Continue
    2. Open Interpreter
    3. GPT-Engineer
    4. LocalAI
    5. Ollama
    6. LM Studio

    AI recommended 6 alternatives but never named Octane0411/open-vibe-island. 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 Octane0411/open-vibe-island?
    pass
    AI did not name Octane0411/open-vibe-island — 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?

  • If a team adopts Octane0411/open-vibe-island in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Octane0411/open-vibe-island 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 Octane0411/open-vibe-island solve, and who is the primary audience?
    pass
    AI did not name Octane0411/open-vibe-island — 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

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Octane0411/open-vibe-island — 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