RRepoGEO

REPOGEO REPORT · LITE

Bryley/neoai.nvim

Default branch main · commit d502953d · scanned 6/12/2026, 6:48:04 PM

GitHub: 569 stars · 52 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 Bryley/neoai.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
    Emphasize multi-model support in README's opening

    Why:

    CURRENT
    NeoAI is a Neovim plugin that brings the power of OpenAI's GPT-4 directly to your editor. It helps you generate code, rewrite text, and even get suggestions in-context with your code.
    COPY-PASTE FIX
    NeoAI is a Neovim plugin that provides a **unified and extensible interface** for interacting with a **wide range of AI models**, including cloud-based providers (like OpenAI, Anthropic) and local large language models (LLMs). It brings the power of AI directly to your editor, helping you generate code, rewrite text, and get in-context suggestions without disrupting your workflow.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add a relevant URL (e.g., a project website, documentation, or a more detailed GitHub Pages site) to the 'Homepage' field in your repository settings.
  • lowcomparison#3
    Add a 'Comparison with Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to your README, perhaps titled 'Comparison with Alternatives' or 'Why NeoAI?', that explicitly discusses how NeoAI differs from and improves upon plugins like Copilot.vim, TabNine, and Codeium.nvim, especially highlighting its unified interface for multiple AI models.

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 Bryley/neoai.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. TabNine · recommended 1×
  3. Exafunction/codeium.nvim · recommended 1×
  4. hrsh7th/nvim-cmp · recommended 1×
  5. neovim/nvim-lspconfig · recommended 1×
  • CATEGORY QUERY
    How can I integrate AI code generation and text rewriting directly into my Neovim workflow?
    you: not recommended
    AI recommended (in order):
    1. Copilot.vim (github/copilot.vim)
    2. TabNine
    3. Codeium.nvim (Exafunction/codeium.nvim)
    4. nvim-cmp (hrsh7th/nvim-cmp)
    5. nvim-lspconfig (neovim/nvim-lspconfig)
    6. cmp-tabnine (hrsh7th/cmp-tabnine)
    7. cmp-copilot (zbirenbaum/cmp-copilot.vim)
    8. ChatGPT.nvim (jackMort/ChatGPT.nvim)
    9. vim-ai (joshuav/vim-ai)

    AI recommended 9 alternatives but never named Bryley/neoai.nvim. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best Neovim plugins for in-editor AI assistance and code suggestions?
    you: not recommended
    AI recommended (in order):
    1. Copilot.vim
    2. nvim-cmp
    3. cmp-copilot
    4. Codeium.nvim
    5. TabNine.nvim
    6. ChatGPT.nvim
    7. nvim-gpt
    8. llm.nvim

    AI recommended 8 alternatives but never named Bryley/neoai.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 Bryley/neoai.nvim?
    pass
    AI named Bryley/neoai.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 Bryley/neoai.nvim in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Bryley/neoai.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 Bryley/neoai.nvim solve, and who is the primary audience?
    pass
    AI named Bryley/neoai.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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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite