RRepoGEO

REPOGEO REPORT · LITE

Robitx/gp.nvim

Default branch main · commit c37f154b · scanned 5/29/2026, 5:41:59 PM

GitHub: 1,316 stars · 126 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 Robitx/gp.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 LLM agnosticism and comprehensive features in README intro

    Why:

    CURRENT
    # Gp.nvim (GPT prompt) Neovim AI plugin

<br>

**ChatGPT like sessions, Instructable text/code operations, Speech to text and Image generation in your favorite editor.**
    COPY-PASTE FIX
    # Gp.nvim (GPT prompt) Neovim AI plugin: Your versatile, LLM-agnostic AI companion.

<br>

**Experience ChatGPT-like sessions, instructable text/code operations, speech-to-text, and image generation directly in Neovim, supporting OpenAI, Ollama, Anthropic, and more.**
  • mediumhomepage#2
    Add a Homepage URL to the About section

    Why:

    COPY-PASTE FIX
    Add a relevant URL for the project's homepage (e.g., project documentation, website, or the GitHub repo URL itself if no dedicated site) to the repository's 'About' section.
  • lowcomparison#3
    Add a 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison with other Neovim AI/Completion Plugins

Unlike plugins focused solely on code completion (e.g., nvim-cmp) or specific AI services (e.g., Copilot.vim), Gp.nvim offers a comprehensive, LLM-agnostic platform for interactive AI sessions, instructable operations, speech-to-text, and image generation, supporting a wide range of providers like OpenAI, Ollama, and Anthropic.

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 Robitx/gp.nvim
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
nvim-cmp
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. nvim-cmp · recommended 2×
  2. nvim-gpt · recommended 2×
  3. Copilot.vim · recommended 1×
  4. cmp-copilot · recommended 1×
  5. cmp-copilot-lua · recommended 1×
  • CATEGORY QUERY
    How to integrate large language models for coding assistance directly within Neovim?
    you: not recommended
    AI recommended (in order):
    1. Copilot.vim
    2. nvim-cmp
    3. cmp-copilot
    4. cmp-copilot-lua
    5. CodeGPT.nvim
    6. Ollama.nvim
    7. LLM.nvim
    8. nvim-gpt

    AI recommended 8 alternatives but never named Robitx/gp.nvim. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best Neovim plugins for interactive AI chat sessions and code generation?
    you: not recommended
    AI recommended (in order):
    1. copilot.lua
    2. nvim-cmp
    3. ChatGPT.nvim
    4. llm.nvim
    5. nvim-gpt
    6. gen.nvim

    AI recommended 6 alternatives but never named Robitx/gp.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 Robitx/gp.nvim?
    pass
    AI did not name Robitx/gp.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 Robitx/gp.nvim in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Robitx/gp.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 Robitx/gp.nvim solve, and who is the primary audience?
    pass
    AI named Robitx/gp.nvim explicitly

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

Embed your GEO score

Drop this badge into the README of Robitx/gp.nvim. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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Robitx/gp.nvim — 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