RRepoGEO

REPOGEO REPORT · LITE

viticci/shortcuts-playground-plugin

Default branch main · commit 9b298fda · scanned 6/14/2026, 10:01:57 AM

GitHub: 869 stars · 36 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 viticci/shortcuts-playground-plugin, 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 the README H1 to specify its category as a Claude/Codex plugin

    Why:

    CURRENT
    # Shortcuts Playground
    COPY-PASTE FIX
    # Shortcuts Playground: A Claude Code/Codex Plugin for Apple Shortcuts
  • mediumtopics#2
    Add more specific topics related to AI generation and workflow automation

    Why:

    CURRENT
    apple, automation, claude, codex, ios, ipados, macos, shortcuts
    COPY-PASTE FIX
    apple, automation, claude, codex, ios, ipados, macos, shortcuts, generative-ai, ai-plugin, workflow-automation, natural-language-processing, shortcut-generation
  • lowfaq#3
    Add a FAQ entry to clarify that this is not related to Apple's Playgrounds app

    Why:

    COPY-PASTE FIX
    ## FAQ

### Is this related to Apple's Playgrounds app?
No, 'Shortcuts Playground' refers to a testing environment for Apple Shortcuts within the Claude Code or Codex AI. It is not a plugin for Apple's Xcode Playgrounds or Swift Playgrounds apps.

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 viticci/shortcuts-playground-plugin
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI GPT-4
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI GPT-4 · recommended 1×
  2. Google Gemini · recommended 1×
  3. Microsoft Copilot · recommended 1×
  4. LangChain · recommended 1×
  5. plistlib · recommended 1×
  • CATEGORY QUERY
    How can I generate Apple Shortcuts automation files from natural language descriptions?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT-4
    2. Google Gemini
    3. Microsoft Copilot
    4. LangChain
    5. plistlib

    AI recommended 5 alternatives but never named viticci/shortcuts-playground-plugin. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help programmatically build, validate, and sign Apple automation workflows?
    you: not recommended
    AI recommended (in order):
    1. Xcode
    2. Script Editor
    3. Automator
    4. `shortcuts` command-line tool
    5. Fastlane
    6. `codesign`
    7. `osacompile`

    AI recommended 7 alternatives but never named viticci/shortcuts-playground-plugin. 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 viticci/shortcuts-playground-plugin?
    pass
    AI did not name viticci/shortcuts-playground-plugin — 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 viticci/shortcuts-playground-plugin in production, what risks or prerequisites should they evaluate first?
    pass
    AI named viticci/shortcuts-playground-plugin 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 viticci/shortcuts-playground-plugin solve, and who is the primary audience?
    pass
    AI named viticci/shortcuts-playground-plugin 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 viticci/shortcuts-playground-plugin. 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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viticci/shortcuts-playground-plugin — 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