RRepoGEO

REPOGEO REPORT · LITE

tak-bro/aicommit2

Default branch main · commit 89e0477e · scanned 6/14/2026, 12:36:42 AM

GitHub: 518 stars · 44 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 tak-bro/aicommit2, 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
  • highabout#1
    Strengthen the 'About' description for better AI categorization

    Why:

    CURRENT
    A Reactive CLI that generates commit messages for Git and Jujutsu with Ollama, ChatGPT, Gemini, Claude, Mistral and other AI
    COPY-PASTE FIX
    An AI-powered CLI for generating commit messages for Git, Jujutsu, and YADM, supporting Ollama, ChatGPT, Gemini, Claude, Mistral, and other AI models.
  • mediumreadme#2
    Refine the README's main descriptive paragraph

    Why:

    CURRENT
    A Reactive CLI that generates commit messages for Git, YADM, and Jujutsu with Ollama, ChatGPT, Gemini, Claude, Mistral, and other AI
    COPY-PASTE FIX
    Stop writing manual commit messages! `aicommit2` is an AI-powered CLI that generates smart, conventional commit messages for Git, YADM, and Jujutsu, supporting Ollama, ChatGPT, Gemini, Claude, Mistral, and other AI models.
  • lowtopics#3
    Expand GitHub topics with more specific keywords

    Why:

    CURRENT
    ai-commits, aicommit, aicommits, anthropic, chatgpt, claude, cli, codestral, cohere, deepseek, git-commit, groq, jj, lazygit, llama, mistral, ollama, perplexity, pre-commit, pre-commit-hook
    COPY-PASTE FIX
    ai-commits, aicommit, aicommits, anthropic, chatgpt, claude, cli, codestral, cohere, deepseek, git-commit, groq, jj, lazygit, llama, mistral, ollama, perplexity, pre-commit, pre-commit-hook, commit-message-generator, ai-commit-generator, conventional-commits

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 tak-bro/aicommit2
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
CommitGPT
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. CommitGPT · recommended 2×
  2. Git Commit AI · recommended 2×
  3. Commitizen · recommended 1×
  4. OpenAI's GPT-4 · recommended 1×
  5. Anthropic's Claude · recommended 1×
  • CATEGORY QUERY
    Tired of writing manual commit messages; need a tool to generate them with AI.
    you: not recommended
    AI recommended (in order):
    1. Commitizen
    2. OpenAI's GPT-4
    3. Anthropic's Claude
    4. GitMind
    5. CommitGPT
    6. OpenAI API
    7. GitHub Copilot
    8. Git Commit AI

    AI recommended 8 alternatives but never named tak-bro/aicommit2. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which CLI utilities provide AI-driven commit message suggestions for version control systems?
    you: not recommended
    AI recommended (in order):
    1. Commitizen AI
    2. Aicommit
    3. GitSense AI
    4. CommitGPT
    5. Git Commit AI
    6. ai-commit

    AI recommended 6 alternatives but never named tak-bro/aicommit2. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 tak-bro/aicommit2?
    pass
    AI named tak-bro/aicommit2 explicitly

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

  • If a team adopts tak-bro/aicommit2 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named tak-bro/aicommit2 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 tak-bro/aicommit2 solve, and who is the primary audience?
    pass
    AI named tak-bro/aicommit2 explicitly

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

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tak-bro/aicommit2 — 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