RRepoGEO

REPOGEO REPORT · LITE

erha19/ping-island

Default branch main · commit 88736cff · scanned 5/29/2026, 12:01:57 PM

GitHub: 766 stars · 85 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 erha19/ping-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
    Reposition the README H1 and subtitle to clearly state its purpose

    Why:

    CURRENT
    <h1 align="center">
  &nbsp;
  Ping Island
</h1>
<p align="center">
  <b>AI coding session monitor for the macOS menu bar</b><br>
</p>
    COPY-PASTE FIX
    <h1 align="center">
  &nbsp;
  Ping Island
</h1>
<p align="center">
  <b>A macOS menu bar app that monitors AI coding sessions in a Dynamic Island-style surface.</b><br>
  Approve, respond, and jump back to the right window, all from the notch.
</p>
  • highreadme#2
    Add a sentence clarifying 'Ping' in 'Ping Island'

    Why:

    COPY-PASTE FIX
    Add this sentence immediately after the main description in the README: "The 'Ping' in Ping Island refers to 'pinging' or interacting with your AI coding assistants, not network hosts."
  • mediumtopics#3
    Expand repository topics with more specific keywords

    Why:

    CURRENT
    agents, island, vibe-coding, vibe-island
    COPY-PASTE FIX
    agents, island, vibe-coding, vibe-island, macos-app, menu-bar-app, dynamic-island, ai-assistant, coding-assistant, developer-tools

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 erha19/ping-island
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Raycast
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Raycast · recommended 2×
  2. Alfred · recommended 2×
  3. Python · recommended 1×
  4. rumps · recommended 1×
  5. PyObjC · recommended 1×
  • CATEGORY QUERY
    How can I centralize monitoring and interaction for multiple AI coding assistants on macOS?
    you: not recommended
    AI recommended (in order):
    1. Raycast
    2. Alfred
    3. Python
    4. rumps
    5. PyObjC
    6. requests
    7. OpenAI's GPT-4
    8. Anthropic's Claude
    9. Keyboard Maestro
    10. Arc Browser
    11. Chrome
    12. Safari
    13. MacGPT
    14. iTerm2

    AI recommended 14 alternatives but never named erha19/ping-island. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What macOS menu bar app helps manage AI agent sessions with a dynamic island-style interface?
    you: not recommended
    AI recommended (in order):
    1. Raycast
    2. Alfred
    3. Shortcuts (macOS)
    4. TextExpander
    5. espanso
    6. SwiftBar
    7. SwiftUI

    AI recommended 7 alternatives but never named erha19/ping-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
    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 erha19/ping-island?
    pass
    AI named erha19/ping-island explicitly

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

  • If a team adopts erha19/ping-island in production, what risks or prerequisites should they evaluate first?
    pass
    AI named erha19/ping-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 erha19/ping-island solve, and who is the primary audience?
    pass
    AI named erha19/ping-island explicitly

    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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  • Brand-free category queries5 vs 2 in Lite
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