RRepoGEO

REPOGEO REPORT · LITE

breferrari/obsidian-mind

Default branch main · commit 95a2a26f · scanned 5/13/2026, 12:42:07 PM

GitHub: 2,472 stars · 314 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 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
  • hightopics#1
    Add specific topics to improve AI categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-agents, persistent-memory, llm-tools, coding-assistant, obsidian, claude-code, codex-cli, gemini-cli
  • highreadme#2
    Reposition the README's opening statement

    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
    > **Solve AI agent forgetfulness: This Obsidian vault provides persistent memory for your coding agents.** 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.
  • mediumhomepage#3
    Add a homepage URL

    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
Pinecone
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Pinecone · recommended 2×
  2. Weaviate · recommended 1×
  3. Qdrant · recommended 1×
  4. PostgreSQL · recommended 1×
  5. Redis · recommended 1×
  • CATEGORY QUERY
    How can I give my AI coding assistant persistent memory across sessions?
    you: not recommended
    AI recommended (in order):
    1. Pinecone
    2. Weaviate
    3. Qdrant
    4. PostgreSQL
    5. Redis
    6. MongoDB
    7. JSON Files
    8. SQLite
    9. LangChain
    10. LlamaIndex

    AI recommended 10 alternatives but never named breferrari/obsidian-mind. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help AI coding agents retain project context and learn from past interactions?
    you: not recommended
    AI recommended (in order):
    1. LlamaIndex (run-llama/llama_index)
    2. LangChain (langchain-ai/langchain)
    3. Weaviate (weaviate/weaviate)
    4. Pinecone
    5. Chroma (chroma-core/chroma)
    6. Git
    7. Confluence
    8. Notion

    AI recommended 8 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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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