RRepoGEO

REPOGEO REPORT · LITE

disler/pi-vs-claude-code

Default branch main · commit b93c3f14 · scanned 6/18/2026, 1:33:13 PM

GitHub: 1,382 stars · 337 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 disler/pi-vs-claude-code, 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
    Update README H1 to clarify 'Pi' and the repo's purpose

    Why:

    CURRENT
    # pi-vs-cc
    COPY-PASTE FIX
    # Pi Coding Agent vs. Claude Code: An Open-Source AI Agent Comparison
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-agents, coding-agent, llm-comparison, claude-code, pi-coding-agent, agentic-ai, code-generation
  • mediumreadme#3
    Add a FAQ entry to clarify 'Pi' refers to 'Pi Coding Agent'

    Why:

    COPY-PASTE FIX
    ## FAQ

### Does "Pi" refer to Raspberry Pi?
No, "Pi" in this repository refers to the open-source Pi Coding Agent, not the Raspberry Pi single-board computer. This project focuses on comparing AI coding agents.

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 disler/pi-vs-claude-code
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. Amazon CodeWhisperer · recommended 1×
  3. Tabnine · recommended 1×
  4. Google Gemini Code Assist · recommended 1×
  5. Cody by Sourcegraph · recommended 1×
  • CATEGORY QUERY
    How can I evaluate and compare different AI coding agents for development efficiency?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Amazon CodeWhisperer
    3. Tabnine
    4. Google Gemini Code Assist
    5. Cody by Sourcegraph
    6. Claude
    7. GPT-4
    8. Cursor
    9. OpenAI API
    10. GPT-3.5 Turbo
    11. Anthropic Claude API

    AI recommended 11 alternatives but never named disler/pi-vs-claude-code. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What frameworks allow customizing and orchestrating multiple AI code generation agents for complex projects?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. AutoGen

    AI recommended 3 alternatives but never named disler/pi-vs-claude-code. 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 disler/pi-vs-claude-code?
    pass
    AI did not name disler/pi-vs-claude-code — 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 disler/pi-vs-claude-code in production, what risks or prerequisites should they evaluate first?
    pass
    AI named disler/pi-vs-claude-code 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 disler/pi-vs-claude-code solve, and who is the primary audience?
    pass
    AI did not name disler/pi-vs-claude-code — 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?

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disler/pi-vs-claude-code — 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