RRepoGEO

REPOGEO REPORT · LITE

Sylinko/Everywhere

Default branch main · commit 4eb17ec5 · scanned 5/13/2026, 4:06:58 PM

GitHub: 5,947 stars · 365 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 Sylinko/Everywhere, 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
    Add a concise, descriptive opening paragraph to the README

    Why:

    COPY-PASTE FIX
    Everywhere is a context-aware AI assistant designed for your desktop. It intelligently responds to your needs by seamlessly integrating multiple Large Language Models (LLMs) and Multi-modal Control Protocol (MCP) tools, enabling advanced automation and interaction with your applications.
  • mediumtopics#2
    Add more specific topics related to desktop AI and personal assistance

    Why:

    CURRENT
    agent, ai, avalonia, chat, claude, cowork, deepseek, gemini, llm, mcp, ollama, openai, rag, ui-automation
    COPY-PASTE FIX
    agent, ai, avalonia, chat, claude, cowork, deepseek, desktop-ai, gemini, llm, mcp, ollama, openai, personal-assistant, rag, ui-automation
  • lowlicense#3
    Add a clear statement about the project's license to the README

    Why:

    COPY-PASTE FIX
    ## License
Everywhere is released under [specify license name(s) as found in your LICENSE file]. Please refer to the LICENSE file for full details.

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 Sylinko/Everywhere
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Copilot Pro
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Copilot Pro · recommended 1×
  2. Raycast AI · recommended 1×
  3. MacWhisper · recommended 1×
  4. paul-gauthier/aider · recommended 1×
  5. janhq/jan · recommended 1×
  • CATEGORY QUERY
    What desktop AI assistant integrates multiple large language models and understands system context?
    you: not recommended
    AI recommended (in order):
    1. Copilot Pro
    2. Raycast AI
    3. MacWhisper
    4. Aider (paul-gauthier/aider)
    5. Jan (janhq/jan)

    AI recommended 5 alternatives but never named Sylinko/Everywhere. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a personal AI agent that can automate tasks and interact with desktop applications.
    you: not recommended
    AI recommended (in order):
    1. AutoGPT (Significant-Gravitas/AutoGPT)
    2. Microsoft Power Automate Desktop
    3. Taskade
    4. Zapier
    5. PyAutoGUI (asweigart/pyautogui)
    6. UIPath Community Edition

    AI recommended 6 alternatives but never named Sylinko/Everywhere. 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 Sylinko/Everywhere?
    pass
    AI named Sylinko/Everywhere explicitly

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

  • If a team adopts Sylinko/Everywhere in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Sylinko/Everywhere 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 Sylinko/Everywhere solve, and who is the primary audience?
    pass
    AI named Sylinko/Everywhere 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 Sylinko/Everywhere. 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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Sylinko/Everywhere — 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