RRepoGEO

REPOGEO REPORT · LITE

can1357/oh-my-pi

Default branch main · commit e2b86b8a · scanned 5/25/2026, 1:56:53 PM

GitHub: 7,217 stars · 583 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 can1357/oh-my-pi, 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's opening to explicitly state it's not for Raspberry Pi

    Why:

    CURRENT
    <p align="center">
  
</p>

<p align="center">
  <strong>A coding agent with the IDE wired in.</strong>
  <strong><a href="https://omp.sh">omp.sh</a></strong>
</p>
    COPY-PASTE FIX
    <p align="center">
  <strong>Oh My Pi (OMP) is an advanced AI coding agent for the terminal, *not* a Raspberry Pi utility.</strong>
  <strong>A coding agent with the IDE wired in.</strong>
  <strong><a href="https://omp.sh">omp.sh</a></strong>
</p>
  • mediumreadme#2
    Add a 'Why Oh My Pi?' or 'Comparison' section to highlight differentiators against AI coding assistants

    Why:

    COPY-PASTE FIX
    Add a new section titled 'Why Oh My Pi?' or 'How is OMP different?' that highlights its unique strengths (e.g., 'hash-anchored edits,' 'optimized tool harness,' 'LSP/DAP integration,' 'subagents') compared to other terminal-based AI coding assistants.
  • lowfaq#3
    Add a FAQ entry to the README to directly address the 'Raspberry Pi' confusion

    Why:

    COPY-PASTE FIX
    Add a 'FAQ' section with an entry like: 'Q: Is 'Oh My Pi' related to Raspberry Pi? A: No, 'Pi' in 'Oh My Pi' refers to the mathematical constant, symbolizing the project's comprehensive and fundamental approach to AI coding. It is an AI coding agent, not a Raspberry Pi utility.'

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 can1357/oh-my-pi
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot CLI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot CLI · recommended 1×
  2. Fig AI · recommended 1×
  3. Warp AI · recommended 1×
  4. Aider · recommended 1×
  5. Shell Genie · recommended 1×
  • CATEGORY QUERY
    Looking for an AI coding assistant that integrates directly into my terminal.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot CLI
    2. Fig AI
    3. Warp AI
    4. Aider
    5. Shell Genie
    6. TermGPT

    AI recommended 6 alternatives but never named can1357/oh-my-pi. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best AI coding agents with LSP and multi-LLM provider support?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue
    3. Codeium
    4. Tabnine
    5. Cody
    6. GitHub Copilot

    AI recommended 6 alternatives but never named can1357/oh-my-pi. 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 can1357/oh-my-pi?
    pass
    AI named can1357/oh-my-pi explicitly

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

  • If a team adopts can1357/oh-my-pi in production, what risks or prerequisites should they evaluate first?
    pass
    AI named can1357/oh-my-pi 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 can1357/oh-my-pi solve, and who is the primary audience?
    pass
    AI named can1357/oh-my-pi explicitly

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

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can1357/oh-my-pi — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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