RRepoGEO

REPOGEO REPORT · LITE

SuperCmdLabs/SuperCmd

Default branch main · commit 17dcbeb6 · scanned 5/11/2026, 12:51:34 AM

GitHub: 2,640 stars · 112 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 SuperCmdLabs/SuperCmd, 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
    Clarify the repository's core identity in the README's main heading

    Why:

    CURRENT
    <h1><b>SuperCmd</b></h1>
    COPY-PASTE FIX
    <h1><b>SuperCmd: The Open-Source macOS Launcher</b></h1>
  • mediumreadme#2
    Add a dedicated 'Why SuperCmd?' or comparison section

    Why:

    COPY-PASTE FIX
    Add a new section titled 'Why SuperCmd?' or 'SuperCmd vs. [Competitor]' that explicitly highlights its unique blend of open-source nature, Raycast compatibility, voice workflows, and AI-native actions compared to common alternatives like Raycast or Alfred.
  • lowtopics#3
    Expand repository topics with specific AI and voice-related keywords

    Why:

    CURRENT
    clipboard, launcher, macos, raycast, spotlight, supercmd
    COPY-PASTE FIX
    ai, clipboard, launcher, macos, raycast, speech-recognition, spotlight, supercmd, text-to-speech, voice-commands

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 SuperCmdLabs/SuperCmd
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Raycast
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Raycast · recommended 2×
  2. Alfred · recommended 2×
  3. LaunchBar · recommended 2×
  4. Homerow · recommended 2×
  5. Spotlight · recommended 1×
  • CATEGORY QUERY
    What are the best macOS launchers with AI capabilities and voice command integration?
    you: not recommended
    AI recommended (in order):
    1. Raycast
    2. Alfred
    3. LaunchBar
    4. Homerow
    5. Spotlight

    AI recommended 5 alternatives but never named SuperCmdLabs/SuperCmd. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an open-source macOS productivity tool with custom extensions and clipboard history.
    you: not recommended
    AI recommended (in order):
    1. Raycast
    2. Alfred
    3. LaunchBar
    4. Homerow
    5. Maccy (p0deje/Maccy)

    AI recommended 5 alternatives but never named SuperCmdLabs/SuperCmd. 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 SuperCmdLabs/SuperCmd?
    pass
    AI named SuperCmdLabs/SuperCmd explicitly

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

  • If a team adopts SuperCmdLabs/SuperCmd in production, what risks or prerequisites should they evaluate first?
    pass
    AI named SuperCmdLabs/SuperCmd 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 SuperCmdLabs/SuperCmd solve, and who is the primary audience?
    pass
    AI named SuperCmdLabs/SuperCmd 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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MARKDOWN (README)
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SuperCmdLabs/SuperCmd — 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