RRepoGEO

REPOGEO REPORT · LITE

gitbito/CLI

Default branch main · commit cb3a7790 · scanned 6/2/2026, 7:01:52 AM

GitHub: 553 stars · 77 forks

AI VISIBILITY SCORE
33 /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
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 gitbito/CLI, 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 AI coding assistant

    Why:

    CURRENT
    Bito CLI (Command Line Interface) provides a command line interface to the Bito AI chat functionality. Over time, CLI will add more functions and new command options to support complex automation and workflows.
    COPY-PASTE FIX
    Bito CLI is your AI coding assistant, bringing Bito AI's powerful chat functionality directly to your terminal. Get instant code generation, debugging help, and problem-solving assistance right from your command line.
  • mediumreadme#2
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project is distributed under the terms specified in the [LICENSE](LICENSE) file. Please refer to that file for complete details on the applicable license(s).
  • lowtopics#3
    Add 'coding-assistant' topic

    Why:

    CURRENT
    ai, automation, bash, chatgpt, cli, command-line, command-line-tool, developer-tool, developer-tools, gpt, gpt-3, gpt-4, gptchat, linux, macos, prompt-engineering, shell, terminal, windows
    COPY-PASTE FIX
    ai, automation, bash, chatgpt, cli, command-line, command-line-tool, coding-assistant, developer-tool, developer-tools, gpt, gpt-3, gpt-4, gptchat, linux, macos, prompt-engineering, shell, terminal, windows

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 gitbito/CLI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot CLI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot CLI · recommended 2×
  2. OpenAI API · recommended 2×
  3. aklsh/sgpt · recommended 1×
  4. Google Gemini API · recommended 1×
  5. CodeGPTApp/CodeGPT · recommended 1×
  • CATEGORY QUERY
    How can I use AI chat directly from my terminal for coding assistance?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot CLI
    2. OpenAI API
    3. ShellGPT (sgpt) (aklsh/sgpt)
    4. Google Gemini API
    5. CodeGPT (CodeGPTApp/CodeGPT)
    6. Fig AI (withfig/fig)

    AI recommended 6 alternatives but never named gitbito/CLI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What command-line tools integrate AI for automating shell script generation and problem-solving?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot CLI
    2. Fig AI
    3. Shell Genie
    4. Aider
    5. OpenAI API
    6. Bard
    7. ChatGPT
    8. shell-gpt
    9. chatgpt-cli

    AI recommended 9 alternatives but never named gitbito/CLI. 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 gitbito/CLI?
    pass
    AI did not name gitbito/CLI — 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 gitbito/CLI in production, what risks or prerequisites should they evaluate first?
    pass
    AI named gitbito/CLI 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 gitbito/CLI solve, and who is the primary audience?
    pass
    AI named gitbito/CLI explicitly

    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 gitbito/CLI. 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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MARKDOWN (README)
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gitbito/CLI — 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