RRepoGEO

REPOGEO REPORT · LITE

disler/pi-vs-claude-code

Default branch main · commit 3ce16391 · scanned 5/19/2026, 1:28:30 PM

GitHub: 1,115 stars · 275 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-agents, code-generation, llm-agents, agent-orchestration, pi-agent, claude-code, agent-to-agent-communication, ai-agent-customization, open-source-ai
  • highreadme#2
    Reposition the README's opening paragraph

    Why:

    CURRENT
    # pi-vs-cc
A collection of Pi Coding Agent customized instances. _Why?_ To showcase what it looks like to hedge against the leader in the agentic coding market, Claude Code. Here we showcase how you can customize the UI, agent orchestration tools, safety auditing, agent to agent orchestration, and cross-agent integrations.
    COPY-PASTE FIX
    # pi-vs-cc: Customizing & Orchestrating Open-Source AI Coding Agents
This repository provides a collection of customized Pi Coding Agent instances, designed to demonstrate advanced techniques for agent orchestration, UI customization, safety auditing, and cross-agent integrations. It serves as a practical guide for developers looking to build and evaluate open-source alternatives to proprietary solutions like Claude Code, focusing on agent-to-agent communication and extensible agent harnesses.
  • mediumabout#3
    Refine the repository's About description

    Why:

    CURRENT
    Comparison between open source PI agent and closed source Claude Code agent
    COPY-PASTE FIX
    A collection of customized Pi Coding Agent instances demonstrating advanced agent orchestration, UI customization, and agent-to-agent communication, serving as a practical comparison and alternative to proprietary solutions like Claude Code.

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
Cursor
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 1×
  2. Continue · recommended 1×
  3. OpenDevin · recommended 1×
  4. Code Llama · recommended 1×
  5. Phind-CodeLlama · recommended 1×
  • CATEGORY QUERY
    How to evaluate and customize open-source AI coding agents as alternatives to proprietary solutions?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue
    3. OpenDevin
    4. Code Llama
    5. Phind-CodeLlama
    6. Auto-GPT
    7. AgentGPT
    8. BabyAGI
    9. Ollama
    10. LM Studio

    AI recommended 10 alternatives but never named disler/pi-vs-claude-code. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help orchestrate and enable communication between multiple independent AI coding agents?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGen
    3. CrewAI
    4. Haystack
    5. Marvin
    6. Open Interpreter
    7. Guidance

    AI recommended 7 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