RRepoGEO

REPOGEO REPORT · LITE

jackMort/ChatGPT.nvim

Default branch main · commit 5c54a7e9 · scanned 5/24/2026, 3:16:48 PM

GitHub: 4,003 stars · 323 forks

AI VISIBILITY SCORE
47 /100
Critical
Category recall
1 / 2
Avg rank #9.0 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 jackMort/ChatGPT.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
  • highreadme#1
    Reposition README H1 and opening paragraph to emphasize interactive chat and code execution

    Why:

    CURRENT
    # ChatGPT.nvim

`ChatGPT` is a Neovim plugin that allows you to effortlessly utilize the OpenAI ChatGPT API, empowering you to generate natural language responses from OpenAI's ChatGPT directly within the editor in response to your inquiries.
    COPY-PASTE FIX
    # ChatGPT.nvim: Interactive AI Chat & Code Execution in Neovim

`ChatGPT.nvim` is a powerful Neovim plugin that provides a full-fledged, interactive, multi-turn chat interface for OpenAI's ChatGPT API. It empowers you to generate natural language responses, engage in persona-based conversations, and **execute code blocks directly from AI responses**—all within your Neovim editor. This plugin focuses on deep conversational AI assistance, code editing, and dynamic interaction, setting it apart from one-shot completion tools.
  • mediumtopics#2
    Add more specific topics to highlight interactive AI and conversational features

    Why:

    CURRENT
    chatgpt, neovim, nvim-plugin, openai
    COPY-PASTE FIX
    chatgpt, neovim, nvim-plugin, openai, ai-assistant, conversational-ai, code-generation, interactive-ai
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/jackMort/ChatGPT.nvim

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 jackMort/ChatGPT.nvim
Avg rank
#9.0
Lower is better. #1 = top recommendation.
Share of voice
4%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 2×
  2. nvim-cmp · recommended 2×
  3. Copilot.vim · recommended 1×
  4. nvim-lspconfig · recommended 1×
  5. llm-ls · recommended 1×
  • CATEGORY QUERY
    How can I integrate an AI language model for coding and text generation in Neovim?
    you: not recommended
    AI recommended (in order):
    1. Copilot.vim
    2. GitHub Copilot
    3. nvim-cmp
    4. nvim-lspconfig
    5. llm-ls
    6. tabby-lsp
    7. CodeGPT.nvim
    8. OpenAI's GPT models
    9. Tabby.nvim
    10. Tabby
    11. vim-vsnip
    12. OpenAI
    13. Hugging Face
    14. Neovim's `omnifunc`

    AI recommended 14 alternatives but never named jackMort/ChatGPT.nvim. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best Neovim plugins for AI-powered code completion and refactoring assistance?
    you: #9
    AI recommended (in order):
    1. GitHub Copilot
    2. TabNine
    3. Codeium
    4. Cursorless
    5. pyright
    6. tsserver
    7. rust_analyzer
    8. nvim-cmp
    9. ChatGPT.nvim ← you
    10. nvim-autopairs
    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 jackMort/ChatGPT.nvim?
    pass
    AI did not name jackMort/ChatGPT.nvim — 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 jackMort/ChatGPT.nvim in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jackMort/ChatGPT.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 jackMort/ChatGPT.nvim solve, and who is the primary audience?
    pass
    AI named jackMort/ChatGPT.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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