RRepoGEO

REPOGEO REPORT · LITE

crazyguitar/pysheeet

Default branch master · commit 80692191 · scanned 5/27/2026, 8:51:58 PM

GitHub: 8,147 stars · 1,218 forks

AI VISIBILITY SCORE
40 /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
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 crazyguitar/pysheeet, 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 introduction to highlight the online resource and its depth

    Why:

    CURRENT
    Introduction This project was started to bring together useful Python code snippets that make coding faster, easier, and more enjoyable. You can explore all the cheat sheets at `Pysheeet <https://www.pythonsheets.com/>`_.
    COPY-PASTE FIX
    This repository is the source for Pysheeet, a comprehensive online Python cheat sheet available at `https://www.pythonsheets.com`. It provides detailed code examples and explanations for common Python topics, going beyond simple function lists to offer comprehensive insights and make coding faster, easier, and more enjoyable.
  • mediumtopics#2
    Add more descriptive topics to align with AI's recommended resources

    Why:

    CURRENT
    cheatsheet, python, python-2, python-3
    COPY-PASTE FIX
    cheatsheet, python, python-2, python-3, reference, documentation, code-examples, tutorial, snippets
  • mediumabout#3
    Expand the repository description to be more explicit about its nature

    Why:

    CURRENT
    Python Cheat Sheet
    COPY-PASTE FIX
    A comprehensive online Python cheat sheet and collection of code snippets.

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 crazyguitar/pysheeet
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
W3Schools Python Tutorial
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. W3Schools Python Tutorial · recommended 2×
  2. Python Cheatsheet (by OverAPI.com) · recommended 1×
  3. Python Basics Cheat Sheet (by Python for Everybody/Dr. Charles Severance) · recommended 1×
  4. Real Python Cheat Sheets · recommended 1×
  5. Official Python Documentation (Python Standard Library) · recommended 1×
  • CATEGORY QUERY
    Where can I find a quick reference guide for common Python syntax and functions?
    you: not recommended
    AI recommended (in order):
    1. Python Cheatsheet (by OverAPI.com)
    2. Python Basics Cheat Sheet (by Python for Everybody/Dr. Charles Severance)
    3. Real Python Cheat Sheets
    4. Official Python Documentation (Python Standard Library)
    5. W3Schools Python Tutorial

    AI recommended 5 alternatives but never named crazyguitar/pysheeet. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some good resources for quickly looking up Python programming examples?
    you: not recommended
    AI recommended (in order):
    1. Stack Overflow
    2. Real Python
    3. GeeksforGeeks
    4. W3Schools Python Tutorial
    5. The Python Standard Library Documentation
    6. Programiz Python Tutorial

    AI recommended 6 alternatives but never named crazyguitar/pysheeet. 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 crazyguitar/pysheeet?
    pass
    AI named crazyguitar/pysheeet explicitly

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

  • If a team adopts crazyguitar/pysheeet in production, what risks or prerequisites should they evaluate first?
    pass
    AI named crazyguitar/pysheeet 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 crazyguitar/pysheeet solve, and who is the primary audience?
    pass
    AI named crazyguitar/pysheeet 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 crazyguitar/pysheeet. 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)
[![RepoGEO](https://repogeo.com/badge/crazyguitar/pysheeet.svg)](https://repogeo.com/en/r/crazyguitar/pysheeet)
HTML
<a href="https://repogeo.com/en/r/crazyguitar/pysheeet"><img src="https://repogeo.com/badge/crazyguitar/pysheeet.svg" alt="RepoGEO" /></a>
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crazyguitar/pysheeet — 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