RRepoGEO

REPOGEO REPORT · LITE

cpaczek/any-buddy

Default branch main · commit b5e7eb08 · scanned 6/16/2026, 5:17:11 AM

GitHub: 624 stars · 55 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 cpaczek/any-buddy, 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 clearly state the project's purpose

    Why:

    CURRENT
    # Buddy feature was removed from claude code in .97 was a blast building this and thank you to all the contributors and if they every bring it back we will hack it again
    COPY-PASTE FIX
    # any-buddy: Customize Your Claude Code Companion Pet
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    claude-code, companion-pet, virtual-pet, cli-tool, customization, ascii-art
  • mediumhomepage#3
    Add a homepage URL to the About section

    Why:

    COPY-PASTE FIX
    https://github.com/cpaczek/any-buddy

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 cpaczek/any-buddy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Electron
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Electron · recommended 2×
  2. Oh My Zsh · recommended 1×
  3. Fig · recommended 1×
  4. Git · recommended 1×
  5. GNU Stow · recommended 1×
  • CATEGORY QUERY
    How can I interactively customize digital coding companions using a command-line interface?
    you: not recommended
    AI recommended (in order):
    1. Oh My Zsh
    2. Fig
    3. Git
    4. GNU Stow
    5. Neovim
    6. VS Code
    7. tmux
    8. Bash
    9. Zsh
    10. Python

    AI recommended 10 alternatives but never named cpaczek/any-buddy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow adding or modifying virtual pets within a developer's coding workspace?
    you: not recommended
    AI recommended (in order):
    1. VS Code Pets
    2. GitHub Octodex
    3. Tamagotchi-style browser extensions
    4. Electron
    5. Rainmeter
    6. GeekTool
    7. Electron

    AI recommended 7 alternatives but never named cpaczek/any-buddy. 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 cpaczek/any-buddy?
    pass
    AI did not name cpaczek/any-buddy — 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 cpaczek/any-buddy in production, what risks or prerequisites should they evaluate first?
    pass
    AI named cpaczek/any-buddy 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 cpaczek/any-buddy solve, and who is the primary audience?
    pass
    AI named cpaczek/any-buddy explicitly

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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite