RRepoGEO

REPOGEO REPORT · LITE

madox2/vim-ai

Default branch main · commit f46c2343 · scanned 5/27/2026, 2:18:17 AM

GitHub: 1,167 stars · 112 forks

AI VISIBILITY SCORE
53 /100
Needs work
Category recall
1 / 2
Avg rank #4.0 when recommended
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 madox2/vim-ai, 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 README opening sentence to emphasize Vim/Neovim plugin nature

    Why:

    CURRENT
    This plugin adds Artificial Intelligence (AI) capabilities to your Vim and Neovim.
    COPY-PASTE FIX
    A powerful Vim and Neovim plugin that integrates AI capabilities directly into your editor for code generation, text editing, and interactive chat.
  • mediumcomparison#2
    Add a 'Why vim-ai?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why vim-ai?

Unlike broader AI tools or real-time autocomplete solutions, `vim-ai` focuses on providing a minimalist, Vim-native interface for applying LLM transformations directly to selected text or the current buffer via API calls. It prioritizes explicit user control over AI interactions within your Vim/Neovim workflow.
  • lowhomepage#3
    Add a homepage URL to the About section

    Why:

    COPY-PASTE FIX
    https://github.com/madox2/vim-ai

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
1 / 2
50% of queries surface madox2/vim-ai
Avg rank
#4.0
Lower is better. #1 = top recommendation.
Share of voice
8%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 1×
  2. continue-dev/continue · recommended 1×
  3. github/copilot.vim · recommended 1×
  4. paul-gauthier/aider · recommended 1×
  5. TheR1D/shell_gpt · recommended 1×
  • CATEGORY QUERY
    How can I integrate AI code generation and chat directly into my terminal editor?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue.dev (continue-dev/continue)
    3. Copilot.vim (github/copilot.vim)
    4. Aider (paul-gauthier/aider)
    5. ShellGPT (TheR1D/shell_gpt)
    6. Codeium
    7. Tabnine

    AI recommended 7 alternatives but never named madox2/vim-ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What plugins allow me to generate and refactor code using LLMs within my Vim environment?
    you: #4
    AI recommended (in order):
    1. Copilot.vim
    2. Vim-CoPilot
    3. ChatGPT.nvim
    4. Vim-AI ← you
    5. TabNine
    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 madox2/vim-ai?
    pass
    AI did not name madox2/vim-ai — 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 madox2/vim-ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named madox2/vim-ai 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 madox2/vim-ai solve, and who is the primary audience?
    pass
    AI named madox2/vim-ai explicitly

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

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madox2/vim-ai — 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