RRepoGEO

REPOGEO REPORT · LITE

infiolab/infio-copilot

Default branch master · commit 1764f917 · scanned 5/30/2026, 4:22:00 PM

GitHub: 666 stars · 61 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 infiolab/infio-copilot, 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's opening sentence to emphasize 'Obsidian plugin'

    Why:

    CURRENT
    **Infio-Copilot is a Cursor-inspired AI assistant for Obsidian that offers smart autocomplete and interactive chat with your selected notes**
    COPY-PASTE FIX
    **Infio-Copilot is an Obsidian plugin that provides a Cursor-inspired AI assistant, offering smart autocomplete and interactive chat with your selected notes.**
  • mediumtopics#2
    Expand repository topics to include more specific keywords

    Why:

    CURRENT
    agent, autocomplete, cursor, mcp, obsidian
    COPY-PASTE FIX
    agent, autocomplete, cursor, mcp, obsidian, obsidian-plugin, personal-knowledge-management, knowledge-base, ai-assistant, semantic-search, local-llm
  • lowreadme#3
    Add a sentence to the README's opening about local-first/privacy

    Why:

    COPY-PASTE FIX
    It emphasizes a local-first, privacy-focused approach, allowing you to run AI models directly on your machine.

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 infiolab/infio-copilot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Text Generator
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Text Generator · recommended 1×
  2. OpenAI's GPT-3.5/GPT-4 · recommended 1×
  3. Anthropic's Claude · recommended 1×
  4. Ollama · recommended 1×
  5. Copilot for Obsidian · recommended 1×
  • CATEGORY QUERY
    How can I add an AI assistant with smart autocomplete to my Obsidian notes?
    you: not recommended
    AI recommended (in order):
    1. Text Generator
    2. OpenAI's GPT-3.5/GPT-4
    3. Anthropic's Claude
    4. Ollama
    5. Copilot for Obsidian
    6. Obsidian Linter
    7. Obsidian Smart Connections
    8. Obsidian BMO Chatbot

    AI recommended 8 alternatives but never named infiolab/infio-copilot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools provide AI-powered insights and multi-dimensional querying for personal knowledge bases?
    you: not recommended
    AI recommended (in order):
    1. Mem.ai
    2. Obsidian
    3. Dataview plugin
    4. Obsidian Smart Connections plugin
    5. Text Generator plugin
    6. Logseq
    7. Notion
    8. Notion AI
    9. TiddlyWiki
    10. Roam Research

    AI recommended 10 alternatives but never named infiolab/infio-copilot. 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 infiolab/infio-copilot?
    pass
    AI named infiolab/infio-copilot explicitly

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

  • If a team adopts infiolab/infio-copilot in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name infiolab/infio-copilot — 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?

  • In one sentence, what problem does the repo infiolab/infio-copilot solve, and who is the primary audience?
    pass
    AI named infiolab/infio-copilot 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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  • Brand-free category queries5 vs 2 in Lite
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