RRepoGEO

REPOGEO REPORT · LITE

frankroeder/parrot.nvim

Default branch main · commit 964675ca · scanned 6/3/2026, 6:16:40 PM

GitHub: 790 stars · 51 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 frankroeder/parrot.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
    Clarify README's opening statement to explicitly state LLM integration

    Why:

    CURRENT
    This is parrot.nvim, the ultimate stochastic parrot to support your text editing inside Neovim.
    COPY-PASTE FIX
    parrot.nvim 🦜 is a Neovim plugin that seamlessly integrates Large Language Model (LLM) APIs for advanced text generation and editing directly within your Neovim workflow.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/frankroeder/parrot.nvim
  • lowreadme#3
    Add a section or statement in README clarifying the project's license

    Why:

    COPY-PASTE FIX
    ## License
This project is licensed under [SPECIFY YOUR LICENSE(S) HERE, e.g., 'the MIT License and the Apache 2.0 License']. Please refer to the [LICENSE](LICENSE) file for full details.

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 frankroeder/parrot.nvim
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
llm.nvim
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. llm.nvim · recommended 2×
  2. ChatGPT.nvim · recommended 2×
  3. Copilot.vim · recommended 1×
  4. nvim-cmp · recommended 1×
  5. cmp-ollama · recommended 1×
  • CATEGORY QUERY
    How can I integrate large language model text generation directly into my Neovim workflow?
    you: not recommended
    AI recommended (in order):
    1. Copilot.vim
    2. nvim-cmp
    3. cmp-ollama
    4. Ollama
    5. cmp-llm
    6. llm.nvim
    7. ChatGPT.nvim
    8. vim-ai

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

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Neovim plugin for LLM chat and text editing without autonomous agent features.
    you: not recommended
    AI recommended (in order):
    1. nvim-cmp-llm
    2. ChatGPT.nvim
    3. llm.nvim
    4. nvim-gpt
    5. vim-llm

    AI recommended 5 alternatives but never named frankroeder/parrot.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 frankroeder/parrot.nvim?
    pass
    AI did not name frankroeder/parrot.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 frankroeder/parrot.nvim in production, what risks or prerequisites should they evaluate first?
    pass
    AI named frankroeder/parrot.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 frankroeder/parrot.nvim solve, and who is the primary audience?
    pass
    AI named frankroeder/parrot.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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frankroeder/parrot.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