RRepoGEO

REPOGEO REPORT · LITE

SuperCmdLabs/SuperCmd

Default branch main · commit f9e9faf3 · scanned 6/21/2026, 2:41:42 AM

GitHub: 2,924 stars · 137 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
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
    Update the README's main heading to clearly state its purpose

    Why:

    CURRENT
    <h1><b>SuperCmd</b></h1>
    COPY-PASTE FIX
    <h1><b>SuperCmd: Open-Source macOS Launcher</b></h1>
  • mediumtopics#2
    Add 'snippets' and 'productivity' to topics

    Why:

    CURRENT
    clipboard, launcher, macos, raycast, spotlight, supercmd
    COPY-PASTE FIX
    clipboard, launcher, macos, productivity, raycast, snippets, spotlight, supercmd
  • lowreadme#3
    Add an explicit comparison statement to other macOS launchers in the README intro

    Why:

    COPY-PASTE FIX
    Add this sentence to the opening paragraph of the README: "SuperCmd offers a modern, open-source alternative to commercial macOS launchers like Raycast, Alfred, and LaunchBar, integrating advanced AI, voice, and extensibility."

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 1×
  4. Homerow · recommended 1×
  5. Keyboard Maestro · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source macOS launcher with AI capabilities and voice command integration.
    you: not recommended
    AI recommended (in order):
    1. Raycast
    2. Alfred
    3. LaunchBar
    4. Homerow

    AI recommended 4 alternatives but never named SuperCmdLabs/SuperCmd. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good extensible macOS productivity tools offering clipboard history and text snippets?
    you: not recommended
    AI recommended (in order):
    1. Alfred
    2. Raycast
    3. Keyboard Maestro
    4. PopClip
    5. TextExpander
    6. Paste

    AI recommended 6 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

Drop this badge into the README of SuperCmdLabs/SuperCmd. 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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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