RRepoGEO

REPOGEO REPORT · LITE

mpfaffenberger/code_puppy

Default branch main · commit b098db98 · scanned 6/6/2026, 4:08:09 AM

GitHub: 577 stars · 176 forks

AI VISIBILITY SCORE
28 /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
2 / 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 mpfaffenberger/code_puppy, 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-agent, code-generation, llm, python, ide-alternative, agentic-ai, local-llm
  • highreadme#2
    Clarify the README's opening tagline with a direct description

    Why:

    CURRENT
    **🐶✨The sassy AI code agent that makes IDEs look outdated** ✨🐶
    COPY-PASTE FIX
    **🐶✨ Code Puppy: Your open-source, agentic AI for code generation, designed to replace proprietary tools and make IDEs look outdated ✨🐶**
  • mediumhomepage#3
    Add the project's homepage URL

    Why:

    COPY-PASTE FIX
    https://code-puppy.dev

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 mpfaffenberger/code_puppy
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. Cursor · recommended 1×
  3. Codeium · recommended 1×
  4. Tabnine · recommended 1×
  5. ChatGPT · recommended 1×
  • CATEGORY QUERY
    What AI tools can help me write code without needing a traditional IDE?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Cursor
    3. Codeium
    4. Tabnine
    5. ChatGPT
    6. Google Gemini

    AI recommended 6 alternatives but never named mpfaffenberger/code_puppy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an agentic AI assistant to generate code, avoiding proprietary model lock-in.
    you: not recommended
    AI recommended (in order):
    1. OpenDevin (OpenDevin/OpenDevin)
    2. Auto-GPT (Significant-Gravitas/Auto-GPT)
    3. Llama 3
    4. Mixtral
    5. Ollama (ollama/ollama)
    6. vLLM (vllm-project/vllm)
    7. GPT-Engineer (gpt-engineer-org/gpt-engineer)
    8. MetaGPT (deepwisdomai/MetaGPT)
    9. Smol-Developer (smol-ai/developer)

    AI recommended 9 alternatives but never named mpfaffenberger/code_puppy. 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 mpfaffenberger/code_puppy?
    pass
    AI named mpfaffenberger/code_puppy explicitly

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

  • If a team adopts mpfaffenberger/code_puppy in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mpfaffenberger/code_puppy 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 mpfaffenberger/code_puppy solve, and who is the primary audience?
    pass
    AI did not name mpfaffenberger/code_puppy — 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?

Embed your GEO score

Drop this badge into the README of mpfaffenberger/code_puppy. 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/mpfaffenberger/code_puppy.svg)](https://repogeo.com/en/r/mpfaffenberger/code_puppy)
HTML
<a href="https://repogeo.com/en/r/mpfaffenberger/code_puppy"><img src="https://repogeo.com/badge/mpfaffenberger/code_puppy.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

mpfaffenberger/code_puppy — 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