RRepoGEO

REPOGEO REPORT · LITE

David-Kunz/gen.nvim

Default branch main · commit c8e1f574 · scanned 5/24/2026, 12:27:57 PM

GitHub: 1,526 stars · 125 forks

AI VISIBILITY SCORE
35 /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
3 / 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 David-Kunz/gen.nvim, 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 explicit topics for better categorization

    Why:

    COPY-PASTE FIX
    nvim-plugin, neovim, llm, text-generation, ollama, ai, code-generation, productivity
  • highreadme#2
    Reposition README H1 to clarify core function and context

    Why:

    CURRENT
    # gen.nvim
Generate text using LLMs with customizable prompts
    COPY-PASTE FIX
    # gen.nvim: AI-powered text generation directly within Neovim using local LLMs and custom prompts.
  • mediumhomepage#3
    Add a homepage URL to repository metadata

    Why:

    COPY-PASTE FIX
    https://youtu.be/FIZt7MinpMY

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 David-Kunz/gen.nvim
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
github/copilot.vim
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. github/copilot.vim · recommended 1×
  2. hrsh7th/nvim-cmp · recommended 1×
  3. hrsh7th/cmp-copilot · recommended 1×
  4. lukas-reineke/cmp-ollama · recommended 1×
  5. dpayne/cmp-llm · recommended 1×
  • CATEGORY QUERY
    How can I integrate large language model text generation directly into my Neovim editor?
    you: not recommended
    AI recommended (in order):
    1. Copilot.vim (github/copilot.vim)
    2. nvim-cmp (hrsh7th/nvim-cmp)
    3. cmp-copilot (hrsh7th/cmp-copilot)
    4. cmp-ollama (lukas-reineke/cmp-ollama)
    5. cmp-llm (dpayne/cmp-llm)
    6. nvim-gpt (robherley/nvim-gpt)
    7. ChatGPT.nvim (jackMort/ChatGPT.nvim)
    8. CodeGPT.nvim (dpayne/CodeGPT.nvim)
    9. llm.nvim (huggingface/llm.nvim)
    10. vim-llama (jbyuki/vim-llama)

    AI recommended 10 alternatives but never named David-Kunz/gen.nvim. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Neovim plugin to generate code or text using local LLMs with custom prompts.
    you: not recommended
    AI recommended (in order):
    1. nvim-llama.cpp
    2. llm.nvim
    3. Ollie.nvim
    4. nvim-gpt
    5. Copilot.vim

    AI recommended 5 alternatives but never named David-Kunz/gen.nvim. 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 David-Kunz/gen.nvim?
    pass
    AI named David-Kunz/gen.nvim explicitly

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

  • If a team adopts David-Kunz/gen.nvim in production, what risks or prerequisites should they evaluate first?
    pass
    AI named David-Kunz/gen.nvim 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 David-Kunz/gen.nvim solve, and who is the primary audience?
    pass
    AI named David-Kunz/gen.nvim explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
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