RRepoGEO

REPOGEO REPORT · LITE

MioMioOS/MioIsland

Default branch main · commit aee0f4d7 · scanned 6/16/2026, 2:17:32 PM

GitHub: 502 stars · 62 forks

AI VISIBILITY SCORE
33 /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
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 MioMioOS/MioIsland, 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 clear, descriptive opening paragraph to the README

    Why:

    COPY-PASTE FIX
    MioIsland is a macOS application that integrates with your Dynamic Island to monitor, approve, and quickly jump to your AI coding agent sessions, specifically designed for tools like Claude Code. Enhance your productivity by keeping your AI assistant's activity visible and accessible directly from your Mac's notch.
  • mediumreadme#2
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License

This project is released under [mention the specific license(s) here, e.g., 'a custom license. See the LICENSE file for details.' or 'a combination of X and Y licenses.']
  • lowreadme#3
    Add a 'Features' section to the README

    Why:

    COPY-PASTE FIX
    ## Features

*   **Dynamic Island Integration:** Real-time monitoring of AI coding agent sessions.
*   **One-Click Access:** Quickly jump to active Claude Code sessions.
*   **Session Approval:** Approve or dismiss AI agent actions directly from the notch.
*   **Productivity Boost:** Seamlessly integrate AI assistance into your macOS workflow.

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 MioMioOS/MioIsland
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Bartender 5
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Bartender 5 · recommended 1×
  2. BitBar · recommended 1×
  3. SwiftBar · recommended 1×
  4. Hammerspoon · recommended 1×
  5. Raycast · recommended 1×
  • CATEGORY QUERY
    How to monitor and interact with AI coding assistant sessions via macOS notch?
    you: not recommended
    AI recommended (in order):
    1. Bartender 5
    2. BitBar
    3. SwiftBar
    4. Hammerspoon
    5. Raycast
    6. Alfred

    AI recommended 6 alternatives but never named MioMioOS/MioIsland. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What macOS developer tools enhance productivity with AI code generation agents?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Cursor
    3. Tabnine
    4. Codeium
    5. JetBrains AI Assistant
    6. Fig AI

    AI recommended 6 alternatives but never named MioMioOS/MioIsland. 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 MioMioOS/MioIsland?
    pass
    AI did not name MioMioOS/MioIsland — 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 MioMioOS/MioIsland in production, what risks or prerequisites should they evaluate first?
    pass
    AI named MioMioOS/MioIsland 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 MioMioOS/MioIsland solve, and who is the primary audience?
    pass
    AI named MioMioOS/MioIsland 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 MioMioOS/MioIsland. 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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MARKDOWN (README)
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MioMioOS/MioIsland — 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