RRepoGEO

REPOGEO REPORT · LITE

lucasrosati/claude-code-memory-setup

Default branch main · commit c5f2e0b5 · scanned 6/14/2026, 10:38:28 AM

GitHub: 768 stars · 64 forks

AI VISIBILITY SCORE
22 /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
1 / 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 lucasrosati/claude-code-memory-setup, 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
  • highabout#1
    Update repository description to clarify its nature as a guide/solution

    Why:

    CURRENT
    Up to 71.5x fewer tokens per session on Claude Code with Obsidian + Graphify. Persistent memory, codebase knowledge graphs, and chat import pipeline. 🇧🇷 PT-BR included.
    COPY-PASTE FIX
    A definitive guide and complete setup for developers to give Claude Code persistent memory and optimize tokens using Obsidian + Graphify. Includes codebase knowledge graphs and chat import pipeline. 🇧🇷 PT-BR included.
  • mediumreadme#2
    Reposition the README's initial sentence to explicitly target developers using Claude Code

    Why:

    CURRENT
    A complete setup to turn Claude Code into an agent with long-term memory and full codebase awareness — without wasting tokens re-reading files.
    COPY-PASTE FIX
    For developers using Claude Code, this is the complete, end-to-end setup to turn it into an agent with long-term memory and full codebase awareness — without wasting tokens re-reading files.
  • lowhomepage#3
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    https://github.com/lucasrosati/claude-code-memory-setup

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 lucasrosati/claude-code-memory-setup
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. LangChain · recommended 2×
  3. FAISS · recommended 2×
  4. ChromaDB · recommended 1×
  5. Weaviate · recommended 1×
  • CATEGORY QUERY
    How to give an AI coding assistant long-term memory across multiple sessions?
    you: not recommended
    AI recommended (in order):
    1. ChromaDB
    2. Pinecone
    3. Weaviate
    4. LangChain
    5. FAISS
    6. Redis
    7. Redis Stack
    8. PostgreSQL
    9. pgvector
    10. MongoDB
    11. MongoDB Atlas
    12. OpenAI's `text-embedding-ada-002`
    13. Sentence Transformers

    AI recommended 13 alternatives but never named lucasrosati/claude-code-memory-setup. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools to optimize token usage for AI coding agents with large codebase context?
    you: not recommended
    AI recommended (in order):
    1. LlamaIndex
    2. LangChain
    3. OpenAI Embeddings
    4. Chroma
    5. FAISS
    6. Pinecone
    7. Tree-sitter
    8. Neo4j

    AI recommended 8 alternatives but never named lucasrosati/claude-code-memory-setup. 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 lucasrosati/claude-code-memory-setup?
    pass
    AI named lucasrosati/claude-code-memory-setup explicitly

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

  • If a team adopts lucasrosati/claude-code-memory-setup in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name lucasrosati/claude-code-memory-setup — 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?

  • In one sentence, what problem does the repo lucasrosati/claude-code-memory-setup solve, and who is the primary audience?
    pass
    AI did not name lucasrosati/claude-code-memory-setup — 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?

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lucasrosati/claude-code-memory-setup — 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