RRepoGEO

REPOGEO REPORT · LITE

appleboy/CodeGPT

Default branch main · commit 0e08a36e · scanned 5/21/2026, 3:01:55 AM

GitHub: 1,497 stars · 134 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 appleboy/CodeGPT, 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 opening to emphasize 'developer AI assistant' and 'Git workflow tool'

    Why:

    CURRENT
    A CLI tool written in Go that generates git commit messages or provides code review summaries using ChatGPT AI (gpt-5, gpt-4o, gpt-4 model). It also automatically installs a git prepare-commit-msg hook.
    COPY-PASTE FIX
    CodeGPT is a powerful **developer AI assistant** delivered as a CLI tool, written in Go. It streamlines your Git workflow by automatically generating descriptive commit messages and providing concise code review summaries using advanced AI models like GPT-4o and GPT-5. It also seamlessly integrates into your Git setup by installing a `prepare-commit-msg` hook.
  • hightopics#2
    Add more specific topics for functionality and tool type

    Why:

    CURRENT
    chatgpt, chatgpt-api, git, git-hook, golang, openai, openai-api
    COPY-PASTE FIX
    chatgpt, chatgpt-api, git, git-hook, golang, openai, openai-api, ai-assistant, developer-tool, commit-messages, code-review, cli-tool, developer-productivity
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/appleboy/CodeGPT

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 appleboy/CodeGPT
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. Commitizen · recommended 1×
  3. commit-ai · recommended 1×
  4. aicommits · recommended 1×
  5. CommitGPT · recommended 1×
  • CATEGORY QUERY
    How to automatically generate descriptive git commit messages using a command-line AI assistant?
    you: not recommended
    AI recommended (in order):
    1. Commitizen
    2. commit-ai
    3. aicommits
    4. CommitGPT
    5. LazyCommit
    6. OpenAI API
    7. Anthropic Claude API

    AI recommended 7 alternatives but never named appleboy/CodeGPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a Go CLI to provide AI-powered code review summaries for local git changes.
    you: not recommended
    AI recommended (in order):
    1. Go-Git
    2. OpenAI API
    3. sashabaranov/go-openai (sashabaranov/go-openai)
    4. Google Cloud Vertex AI
    5. Gemini
    6. Codey
    7. Llama.cpp
    8. go-llama.cpp
    9. Llama 2
    10. Mixtral
    11. Code Llama
    12. os/exec

    AI recommended 12 alternatives but never named appleboy/CodeGPT. 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 appleboy/CodeGPT?
    pass
    AI did not name appleboy/CodeGPT — 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 appleboy/CodeGPT in production, what risks or prerequisites should they evaluate first?
    pass
    AI named appleboy/CodeGPT 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 appleboy/CodeGPT solve, and who is the primary audience?
    pass
    AI named appleboy/CodeGPT explicitly

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

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appleboy/CodeGPT — RepoGEO report