RRepoGEO

REPOGEO REPORT · LITE

breferrari/obsidian-mind

Default branch main · commit 9ae6860d · scanned 6/23/2026, 11:41:59 PM

GitHub: 3,083 stars · 379 forks

Scan history for this repo

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.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 breferrari/obsidian-mind, 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 statement to clarify its core purpose for AI agents

    Why:

    CURRENT
    > **An Obsidian vault that gives AI coding agents persistent memory.** Built for Claude Code, with working hooks for Codex CLI and Gemini CLI. Start a session, talk about your day, and the agent handles the rest — notes, links, indexes, performance tracking. Every conversation builds on the last.
    COPY-PASTE FIX
    **Obsidian Mind is a specialized Obsidian vault designed to provide persistent, compounding memory for AI coding agents.** It integrates directly with Claude Code, Codex CLI, and Gemini CLI, allowing agents to retain context, learn from past interactions, and build on previous decisions across sessions.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-agents, persistent-memory, obsidian, claude-code, codex-cli, gemini-cli, knowledge-base, developer-tools
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/breferrari/obsidian-mind

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 breferrari/obsidian-mind
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. Pinecone · recommended 1×
  3. Chroma · recommended 1×
  4. Weaviate · recommended 1×
  5. LlamaIndex · recommended 1×
  • CATEGORY QUERY
    How to give my AI coding assistant persistent memory across multiple sessions?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. Pinecone
    3. Chroma
    4. Weaviate
    5. LlamaIndex
    6. Redis
    7. PostgreSQL
    8. SQLite
    9. MongoDB

    AI recommended 9 alternatives but never named breferrari/obsidian-mind. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a tool to integrate personal knowledge base with AI development agents for better context.
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Mem.ai
    3. Notion
    4. Logseq
    5. TiddlyWiki
    6. VS Code
    7. Sublime Text
    8. OpenAI API
    9. LangChain

    AI recommended 9 alternatives but never named breferrari/obsidian-mind. 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 breferrari/obsidian-mind?
    pass
    AI did not name breferrari/obsidian-mind — 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 breferrari/obsidian-mind in production, what risks or prerequisites should they evaluate first?
    pass
    AI named breferrari/obsidian-mind 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 breferrari/obsidian-mind solve, and who is the primary audience?
    pass
    AI named breferrari/obsidian-mind explicitly

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

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MARKDOWN (README)
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breferrari/obsidian-mind — 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