RRepoGEO

REPOGEO REPORT · LITE

m1guelpf/plz-cli

Default branch main · commit 102d009a · scanned 5/12/2026, 12:47:40 PM

GitHub: 1,598 stars · 82 forks

AI VISIBILITY SCORE
35 /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
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 m1guelpf/plz-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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai, cli, terminal, shell, gpt, openai, productivity, developer-tools, command-line, natural-language-processing
  • highreadme#2
    Refine the README's opening sentence to emphasize core value and keywords

    Why:

    CURRENT
    A CLI tool that generates shell scripts from a human readable description.
    COPY-PASTE FIX
    A powerful CLI tool that instantly generates complex shell commands and scripts from natural language descriptions, bringing AI assistance directly to your terminal.
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/m1guelpf/plz-cli

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 m1guelpf/plz-cli
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 2×
  2. Fig AI · recommended 2×
  3. ChatGPT · recommended 1×
  4. Google Gemini · recommended 1×
  5. Perplexity AI · recommended 1×
  • CATEGORY QUERY
    How to generate complex shell commands from natural language descriptions?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. ChatGPT
    3. Google Gemini
    4. Perplexity AI
    5. Phind
    6. Fig AI
    7. ShellGPT (akl7777777/ShellGPT)

    AI recommended 7 alternatives but never named m1guelpf/plz-cli. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    AI tool to convert plain English into command line scripts?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. ChatGPT / GPT-4
    3. Google Bard
    4. Tabnine
    5. Fig AI

    AI recommended 5 alternatives but never named m1guelpf/plz-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
    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 m1guelpf/plz-cli?
    pass
    AI named m1guelpf/plz-cli explicitly

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

  • If a team adopts m1guelpf/plz-cli in production, what risks or prerequisites should they evaluate first?
    pass
    AI named m1guelpf/plz-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 m1guelpf/plz-cli solve, and who is the primary audience?
    pass
    AI named m1guelpf/plz-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 m1guelpf/plz-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.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/m1guelpf/plz-cli.svg)](https://repogeo.com/en/r/m1guelpf/plz-cli)
HTML
<a href="https://repogeo.com/en/r/m1guelpf/plz-cli"><img src="https://repogeo.com/badge/m1guelpf/plz-cli.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

m1guelpf/plz-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
m1guelpf/plz-cli — RepoGEO report