RRepoGEO

REPOGEO REPORT · LITE

ThePrimeagen/99

Default branch master · commit 4d229141 · scanned 5/26/2026, 2:58:15 PM

GitHub: 4,660 stars · 246 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 ThePrimeagen/99, 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 to clarify Neovim AI agent

    Why:

    CURRENT
    # 99
    COPY-PASTE FIX
    # 99: An Agentic AI Client for Neovim
  • hightopics#2
    Add relevant topics for categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    neovim, ai, agentic-ai, llm, plugin, lua, productivity
  • mediumlicense#3
    Add a LICENSE file

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Add a LICENSE file (e.g., MIT or Apache-2.0) to the repository root.

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 ThePrimeagen/99
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Copilot.vim
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Copilot.vim · recommended 1×
  2. nvim-cmp · recommended 1×
  3. cmp-copilot · recommended 1×
  4. cmp-llm · recommended 1×
  5. CodeGPT.nvim · recommended 1×
  • CATEGORY QUERY
    How can I integrate an AI coding assistant directly into my Neovim workflow?
    you: not recommended
    AI recommended (in order):
    1. Copilot.vim
    2. nvim-cmp
    3. cmp-copilot
    4. cmp-llm
    5. CodeGPT.nvim
    6. Ollama.nvim
    7. Ollama
    8. TabNine

    AI recommended 8 alternatives but never named ThePrimeagen/99. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best agentic AI tools for enhancing productivity in Neovim?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot (github/copilot.vim)
    2. Codeium (CodeiumApp/Codeium.vim)
    3. Tabnine (codota/Tabnine-vim)
    4. Continue (Continue-team/continue)
    5. GPT-Nvim (Robitx/GPT-Nvim)

    AI recommended 5 alternatives but never named ThePrimeagen/99. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 ThePrimeagen/99?
    pass
    AI named ThePrimeagen/99 explicitly

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

  • If a team adopts ThePrimeagen/99 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ThePrimeagen/99 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 ThePrimeagen/99 solve, and who is the primary audience?
    pass
    AI named ThePrimeagen/99 explicitly

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

Embed your GEO score

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite