RRepoGEO

REPOGEO REPORT · LITE

Nutlope/aicommits

Default branch develop · commit 1a4cf9c5 · scanned 5/12/2026, 3:47:01 AM

GitHub: 8,972 stars · 465 forks

AI VISIBILITY SCORE
46 /100
Critical
Category recall
1 / 2
Avg rank #4.0 when recommended
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 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 Nutlope/aicommits, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    git, commit, ai, cli, conventional-commits, gitmoji, openai, togetherai, groq, ollama
  • mediumreadme#2
    Enhance README opening to highlight context inference and conventional commits

    Why:

    CURRENT
    <p>A CLI that writes your git commit messages for you with AI. Never write a commit message again.</p>
    COPY-PASTE FIX
    <p><strong>aicommits</strong> is a powerful command-line interface (CLI) that leverages AI to automatically generate descriptive and conventional Git commit messages for you, directly inferring context from your staged changes. Never write a commit message again, and ensure your commits follow best practices like Conventional Commits or Gitmoji.</p>
  • lowreadme#3
    Add a 'Why aicommits?' section to highlight unique features

    Why:

    COPY-PASTE FIX
    ## Why aicommits?

Unlike generic commit tools, aicommits leverages advanced AI to not just suggest, but *generate* full commit messages directly from your staged changes. It supports multiple AI providers and formats like Conventional Commits and Gitmoji, offering a seamless, automated workflow for maintaining a clean and descriptive Git history.

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
1 / 2
50% of queries surface Nutlope/aicommits
Avg rank
#4.0
Lower is better. #1 = top recommendation.
Share of voice
9%
Of all named tools, what % are you?
Top rival
commitizen/cz-cli
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. commitizen/cz-cli · recommended 1×
  2. OpenAI API · recommended 1×
  3. jaywcjlove/git-commit-ai · recommended 1×
  4. GitHub Copilot · recommended 1×
  5. RomanHotsiy/commitgpt · recommended 1×
  • CATEGORY QUERY
    How can I automate writing descriptive git commit messages using AI?
    you: #4
    AI recommended (in order):
    1. Commitizen (commitizen/cz-cli)
    2. OpenAI API
    3. Git Commit AI (jaywcjlove/git-commit-ai)
    4. git-ai-commit (Nutlope/aicommits) ← you
    5. GitHub Copilot
    6. commitgpt (RomanHotsiy/commitgpt)
    Show full AI answer
  • CATEGORY QUERY
    Looking for a command-line tool to generate conventional git commits with AI.
    you: not recommended
    AI recommended (in order):
    1. Commitizen
    2. Aicommit
    3. Git Commit AI
    4. OpenAI CLI
    5. LazyGit

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

Embed your GEO score

Drop this badge into the README of Nutlope/aicommits. 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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Nutlope/aicommits — 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