RRepoGEO

REPOGEO REPORT · LITE

Infatoshi/OpenSquirrel

Default branch main · commit 083f0c40 · scanned 5/14/2026, 11:28:10 PM

GitHub: 1,354 stars · 85 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 Infatoshi/OpenSquirrel, 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
  • hightopics#1
    Add specific topics for AI coding agents

    Why:

    COPY-PASTE FIX
    ai-agents, code-generation, rust, gpui, tiling-manager, developer-tools, archived
  • mediumreadme#2
    Integrate core purpose into the README's main title

    Why:

    CURRENT
    <h1 align="center">OpenSquirrel</h1>
    COPY-PASTE FIX
    <h1 align="center">OpenSquirrel: An Archived Tiling Manager for AI Coding Agents</h1>
  • lowhomepage#3
    Add the repository URL as the project homepage

    Why:

    COPY-PASTE FIX
    https://github.com/Infatoshi/OpenSquirrel

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 Infatoshi/OpenSquirrel
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 2×
  2. Codeium · recommended 2×
  3. Tabnine · recommended 2×
  4. JetBrains AI Assistant · recommended 2×
  5. OpenAI API · recommended 2×
  • CATEGORY QUERY
    How to efficiently manage and orchestrate multiple AI coding assistants in a single interface?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. GitHub Copilot Chat
    3. Codeium
    4. Tabnine
    5. Continue.dev
    6. JetBrains AI Assistant
    7. OpenAI API
    8. Azure OpenAI Service
    9. LangChain
    10. LlamaIndex
    11. Smol developer
    12. Auto-GPT

    AI recommended 12 alternatives but never named Infatoshi/OpenSquirrel. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a desktop application to run and compare various AI code generation tools.
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. VS Code
    3. GitHub Copilot
    4. Codeium
    5. Tabnine
    6. AWS CodeWhisperer
    7. Jupyter Notebooks
    8. JupyterLab
    9. Code Llama
    10. GPT-4
    11. OpenAI API
    12. Hugging Face Transformers
    13. StarCoder
    14. Continue
    15. JetBrains IDEs
    16. IntelliJ IDEA
    17. PyCharm
    18. JetBrains AI Assistant
    19. OpenAI
    20. OpenWebUI
    21. Ollama

    AI recommended 21 alternatives but never named Infatoshi/OpenSquirrel. 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 Infatoshi/OpenSquirrel?
    pass
    AI named Infatoshi/OpenSquirrel explicitly

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

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

Subscribe to Pro for deep diagnoses

Infatoshi/OpenSquirrel — 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