RRepoGEO

REPOGEO REPORT · LITE

Nexus-JPF/note-companion

Default branch master · commit a041aad6 · scanned 6/9/2026, 5:52:19 PM

GitHub: 846 stars · 121 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 Nexus-JPF/note-companion, 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 clear 'About' statement to the README to prevent miscategorization

    Why:

    CURRENT
    # Note Companion (formerly File Organizer 2000)

Turn messy captures into clean, searchable notes — **transcribe audio/YouTube, chat with your vault, and auto-organize files** right inside Obsidian.
    COPY-PASTE FIX
    # Note Companion (formerly File Organizer 2000)

Note Companion is an advanced AI assistant plugin for Obsidian, designed to transform your note-taking workflow. (This project is part of the Nexus-JPF organization but is entirely unrelated to Java PathFinder.)

Turn messy captures into clean, searchable notes — **transcribe audio/YouTube, chat with your vault, and auto-organize files** right inside Obsidian.
  • mediumtopics#2
    Expand GitHub topics to include specific functionalities

    Why:

    CURRENT
    gpt, obsidian, ocr
    COPY-PASTE FIX
    gpt, obsidian, ocr, transcription, ai-assistant, note-taking, summarization, file-organization, meeting-notes
  • lowreadme#3
    Add a 'Why Note Companion?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Note Companion?

Unlike generic AI chat tools or simple transcription services, Note Companion offers a comprehensive AI assistant deeply integrated into Obsidian. It uniquely combines multi-provider AI support (OpenAI, Claude, Gemini, Groq, Ollama/local), robust audio and YouTube video transcription, intelligent note organization, and context-aware chat with your vault, all within a self-hostable solution.

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 Nexus-JPF/note-companion
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 · recommended 1×
  3. GPT-3.5 · recommended 1×
  4. GPT-4 · recommended 1×
  5. Anthropic's Claude · recommended 1×
  • CATEGORY QUERY
    How to use AI to automatically organize and summarize notes within Obsidian?
    you: not recommended
    AI recommended (in order):
    1. Text Generator
    2. OpenAI
    3. GPT-3.5
    4. GPT-4
    5. Anthropic's Claude
    6. Google's Gemini
    7. Ollama
    8. Smart Connections
    9. Obsidian Linter
    10. Obsidian Memos
    11. Dataview
    12. Templater

    AI recommended 12 alternatives but never named Nexus-JPF/note-companion. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for transcribing YouTube videos and audio files to enhance research notes?
    you: not recommended
    AI recommended (in order):
    1. Happy Scribe
    2. Trint
    3. Descript
    4. Otter.ai
    5. Rev.com
    6. Veed.io
    7. Google Chrome Live Caption

    AI recommended 7 alternatives but never named Nexus-JPF/note-companion. 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 Nexus-JPF/note-companion?
    pass
    AI did not name Nexus-JPF/note-companion — 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 Nexus-JPF/note-companion in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Nexus-JPF/note-companion 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 Nexus-JPF/note-companion solve, and who is the primary audience?
    pass
    AI named Nexus-JPF/note-companion 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 Nexus-JPF/note-companion. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/Nexus-JPF/note-companion.svg)](https://repogeo.com/en/r/Nexus-JPF/note-companion)
HTML
<a href="https://repogeo.com/en/r/Nexus-JPF/note-companion"><img src="https://repogeo.com/badge/Nexus-JPF/note-companion.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

Nexus-JPF/note-companion — 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