REPOGEO REPORT · LITE
reorproject/reor
Default branch main · commit 9b47fcaf · scanned 6/18/2026, 11:12:24 AM
GitHub: 8,562 stars · 527 forks
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.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
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.
- highreadme#1Strengthen the README's opening value proposition
Why:
CURRENT<h4 align="center">Private & local AI personal knowledge management app.</h4>
COPY-PASTE FIXAdd the following sentence directly after the main H1 title: "Reor is a private & local AI personal knowledge management desktop app, offering AI-powered note-taking, semantic search, and Q&A on your local knowledge base with full data privacy."
- mediumtopics#2Add more specific keywords to repository topics
Why:
CURRENTai, lancedb, llama, llamacpp, local-first, markdown, note-taking, ollama, pkm, rag, second-brain, vector-database
COPY-PASTE FIXai, lancedb, llama, llamacpp, local-first, markdown, note-taking, ollama, pkm, rag, second-brain, vector-database, desktop-app, personal-knowledge-base, knowledge-management-system
- lowcomparison#3Add a 'Comparison' section to the README
Why:
COPY-PASTE FIXAdd a new section to your README, for example, after the 'About' section, with content similar to: ## Why Reor? (Compared to Obsidian, Logseq, and other PKM tools) While tools like Obsidian and Logseq offer powerful note-taking and linking, Reor's core differentiator is its **deeply integrated, local-first AI capabilities**. This means: - **True Privacy:** All your AI models (LLMs and embeddings) run locally on your machine, ensuring your data never leaves your device. - **AI-Powered Q&A:** Ask natural language questions directly to your entire knowledge base. - **Automatic Semantic Linking:** Discover connections between notes that traditional keyword linking might miss. - **Offline Functionality:** Full AI functionality without an internet connection. Reor provides an Obsidian-like markdown editor experience, but with AI as a fundamental, privacy-preserving layer.
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.
- Obsidian · recommended 2×
- Logseq · recommended 2×
- Text Generator Plugin · recommended 1×
- Smart Connections Plugin · recommended 1×
- Ollama · recommended 1×
- CATEGORY QUERYHow to build a personal knowledge base with local AI models for privacy?you: not recommendedAI recommended (in order):
- Obsidian
- Text Generator Plugin
- Smart Connections Plugin
- Ollama
- LM Studio
- Logseq
- MemGPT
- LlamaIndex
- PrivateGPT
- llama.cpp
AI recommended 10 alternatives but never named reorproject/reor. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat are good desktop note-taking apps with local LLM-powered Q&A and semantic search?you: not recommendedAI recommended (in order):
- Obsidian
- Logseq
- Anytype
- Mem.ai
- Joplin
AI recommended 5 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 completenesspass
- README presencepass
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?passAI 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?passAI 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?passAI 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
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[](https://repogeo.com/en/r/reorproject/reor)<a href="https://repogeo.com/en/r/reorproject/reor"><img src="https://repogeo.com/badge/reorproject/reor.svg" alt="RepoGEO" /></a>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