RRepoGEO

REPOGEO REPORT · LITE

reorproject/reor

Default branch main · commit 9b47fcaf · scanned 5/8/2026, 7:32:30 PM

GitHub: 8,559 stars · 523 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 reorproject/reor, 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 'About' section's opening sentence to emphasize 'personal knowledge management'

    Why:

    CURRENT
    **Reor** is an AI-powered desktop note-taking app: it automatically links related notes, answers questions on your notes and provides semantic search.
    COPY-PASTE FIX
    **Reor** is a private & local AI personal knowledge management app for your desktop. It automatically links related notes, answers questions on your notes, and provides semantic search, all while keeping your data local.
  • mediumreadme#2
    Add a concise 'Why Reor?' section to highlight differentiators

    Why:

    COPY-PASTE FIX
    Add a new section, perhaps titled 'Why Reor Stands Out' or 'Key Differentiators', with text like: 'Unlike cloud-based AI note-takers, Reor keeps all your data and AI models local for maximum privacy. It's also a complete application, not just an LLM runner or a plugin, offering an integrated AI-powered personal knowledge management experience out-of-the-box.'
  • lowreadme#3
    Explicitly mention the target audience ('high entropy people') in the README

    Why:

    COPY-PASTE FIX
    Integrate into the 'About' section or a dedicated 'Who is Reor for?' section: 'Reor is designed for high entropy people – knowledge workers, researchers, and anyone who needs to manage a vast and complex personal knowledge base with the power of local AI.'

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 reorproject/reor
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Ollama
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Ollama · recommended 2×
  2. LM Studio · recommended 2×
  3. Obsidian · recommended 1×
  4. Smart Connections · recommended 1×
  5. Text Generator · recommended 1×
  • CATEGORY QUERY
    What are good local-first AI tools for personal knowledge management and note organization?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Smart Connections
    3. Text Generator
    4. Ollama
    5. LM Studio
    6. Obsidian Linter
    7. Obsidian Mochi
    8. Logseq
    9. Logseq AI Assistant
    10. Logseq SmartBlocks
    11. Anytype
    12. Joplin
    13. Joplin AI Assistant
    14. TiddlyWiki
    15. Foam
    16. Visual Studio Code
    17. CodeGPT
    18. Continue.dev

    AI recommended 18 alternatives but never named reorproject/reor. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I get a local AI assistant for Q&A on my private markdown notes?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. LocalAI
    4. LangChain
    5. LlamaIndex
    6. Chroma
    7. FAISS

    AI recommended 7 alternatives but never named reorproject/reor. 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 reorproject/reor?
    pass
    AI named reorproject/reor explicitly

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

  • If a team adopts reorproject/reor in production, what risks or prerequisites should they evaluate first?
    pass
    AI named reorproject/reor 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 reorproject/reor solve, and who is the primary audience?
    pass
    AI named reorproject/reor 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 reorproject/reor. 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/reorproject/reor.svg)](https://repogeo.com/en/r/reorproject/reor)
HTML
<a href="https://repogeo.com/en/r/reorproject/reor"><img src="https://repogeo.com/badge/reorproject/reor.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

reorproject/reor — 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