REPOGEO REPORT · LITE

your-papa/obsidian-Smart2Brain

Default branch dev · commit 14d48bbb · scanned 5/25/2026, 1:51:45 AM

GitHub: 1,118 stars · 96 forks

AI VISIBILITY SCORE

28 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 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 your-papa/obsidian-Smart2Brain, 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 README's opening to clarify specific function and unique value

Why:

CURRENT

# Your Smart Second Brain

Your Smart Second Brain is a **free** and **open-source** Obsidian plugin to improve your overall knowledge management. It serves as your **personal assistant**, powered by large language models like ChatGPT or Llama2. It can directly access and process your notes, eliminating the need for manual prompt editing and it can operate **completely offline**, ensuring your data remains private and secure.

COPY-PASTE FIX

# obsidian-Smart2Brain: Your Privacy-Focused Offline AI Assistant for Obsidian Notes

**obsidian-Smart2Brain** is a **free** and **open-source Obsidian plugin** that empowers you to **securely chat with your personal notes** using local AI models. It acts as your completely **offline AI assistant**, leveraging a Retrieval-Augmented Generation (RAG) pipeline to provide answers and direct references from your knowledge base, all while eliminating the need for manual prompt editing and ensuring your data remains private.

mediumabout#2
Add a homepage URL to the repository's About section
Why:
COPY-PASTE FIX
```
https://github.com/your-papa/obsidian-Smart2Brain
```

lowtopics#3

Enhance topics with 'privacy', 'offline', 'local-llm', and 'knowledge-management'

Why:

CURRENT

ai, chatgpt, embeddings, obsidian-md, obsidian-plugin, ollama, rag

COPY-PASTE FIX

ai, chatgpt, embeddings, knowledge-management, local-llm, obsidian-md, obsidian-plugin, offline, ollama, privacy, rag

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 your-papa/obsidian-Smart2Brain

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Obsidian

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Obsidian · recommended 2×
Smart Connections · recommended 1×
LLM Explorer · recommended 1×
Ollama · recommended 1×
LM Studio · recommended 1×

CATEGORY QUERY
How can I use an AI assistant to chat with my personal notes privately?
you: not recommended
AI recommended (in order):
1. Obsidian
2. Smart Connections
3. LLM Explorer
4. Ollama
5. LM Studio
6. PrivateGPT
7. LocalGPT
8. Jan AI
9. Anytype
10. Logseq
AI recommended 10 alternatives but never named your-papa/obsidian-Smart2Brain. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for an offline tool to query my personal knowledge base using natural language.
you: not recommended
AI recommended (in order):
1. Obsidian
2. Memex
3. DEVONthink
4. Zim Desktop Wiki
5. TiddlyWiki
AI recommended 5 alternatives but never named your-papa/obsidian-Smart2Brain. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
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 your-papa/obsidian-Smart2Brain?
pass
AI did not name your-papa/obsidian-Smart2Brain — 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 your-papa/obsidian-Smart2Brain in production, what risks or prerequisites should they evaluate first?
pass
AI named your-papa/obsidian-Smart2Brain 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 your-papa/obsidian-Smart2Brain solve, and who is the primary audience?
pass
AI named your-papa/obsidian-Smart2Brain 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 your-papa/obsidian-Smart2Brain. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/your-papa/obsidian-Smart2Brain.svg)](https://repogeo.com/en/r/your-papa/obsidian-Smart2Brain)

HTML

<a href="https://repogeo.com/en/r/your-papa/obsidian-Smart2Brain"><img src="https://repogeo.com/badge/your-papa/obsidian-Smart2Brain.svg" alt="RepoGEO" /></a>

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your-papa/obsidian-Smart2Brain — 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