RRepoGEO

REPOGEO REPORT · LITE

m1guelpf/plz-cli

Default branch main · commit 102d009a · scanned 6/22/2026, 6:51:43 PM

GitHub: 1,596 stars · 83 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 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
    cli, ai, gpt, terminal, shell, copilot, productivity, developer-tools
  • highreadme#2
    Expand README's opening paragraph to clarify its core purpose and value

    Why:

    CURRENT
    A CLI tool that generates shell scripts from a human readable description.
    COPY-PASTE FIX
    A powerful CLI tool that acts as a Copilot for your terminal, generating precise shell scripts from natural language descriptions. `plz` streamlines your command-line workflow by translating your intent into executable commands, making complex tasks simple and fast.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    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
ShellGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ShellGPT · recommended 1×
  2. AI Shell · recommended 1×
  3. NatBot · recommended 1×
  4. TermGPT · recommended 1×
  5. CLI-GPT · recommended 1×
  • CATEGORY QUERY
    I need a command-line tool to generate shell scripts from natural language descriptions.
    you: not recommended
    AI recommended (in order):
    1. ShellGPT
    2. AI Shell
    3. NatBot
    4. TermGPT
    5. CLI-GPT
    6. gpt-cli
    7. Explain Shell
    8. tldr pages

    AI recommended 8 alternatives but never named m1guelpf/plz-cli. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Are there any AI-powered assistants for quickly generating terminal commands from text?
    you: not recommended
    AI recommended (in order):
    1. Fig AI
    2. GitHub Copilot
    3. Warp AI
    4. Aider
    5. Perplexity AI
    6. ChatGPT / GPT-4

    AI recommended 6 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 did not name m1guelpf/plz-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 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

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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