RRepoGEO

REPOGEO REPORT · LITE

memgraph/odin

Default branch main · commit b7e3c149 · scanned 5/31/2026, 7:12:57 PM

GitHub: 617 stars · 19 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
3 / 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 memgraph/odin, 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
    Add a concise description to the repository's About section

    Why:

    COPY-PASTE FIX
    ODIN is an Obsidian plugin that integrates Large Language Models (LLMs) to query and visualize your markdown notes as a dynamic knowledge graph.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    obsidian, knowledge-graph, llm, langchain, markdown, personal-knowledge-management, graph-visualization
  • mediumreadme#3
    Add a concise introductory sentence to the README

    Why:

    CURRENT
    # ODIN - Obsidian Driven Information Network

## Table of contents
    COPY-PASTE FIX
    # ODIN - Obsidian Driven Information Network

ODIN is an Obsidian plugin that integrates Large Language Models (LLMs) to query and visualize your markdown notes as a dynamic knowledge graph.

## Table of contents

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 memgraph/odin
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Obsidian
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Obsidian · recommended 2×
  2. Dataview · recommended 1×
  3. Text Generator · recommended 1×
  4. LLM Explorer · recommended 1×
  5. Smart Connections · recommended 1×
  • CATEGORY QUERY
    How to integrate large language models with my markdown notes for querying?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Dataview
    3. Text Generator
    4. LLM Explorer
    5. Smart Connections
    6. LlamaIndex
    7. LangChain
    8. MemGPT
    9. Logseq
    10. SmartBlocks
    11. VS Code
    12. GitHub Copilot Chat
    13. OpenAI API

    AI recommended 13 alternatives but never named memgraph/odin. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools create a navigable knowledge graph from my personal notes?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Logseq (logseq/logseq)
    3. Roam Research
    4. Athens Research (athensresearch/athens)
    5. Notion
    6. TiddlyWiki (TiddlyWiki/TiddlyWiki5)
    7. Org-roam (org-roam/org-roam)

    AI recommended 7 alternatives but never named memgraph/odin. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 memgraph/odin?
    pass
    AI named memgraph/odin explicitly

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

  • If a team adopts memgraph/odin in production, what risks or prerequisites should they evaluate first?
    pass
    AI named memgraph/odin 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 memgraph/odin solve, and who is the primary audience?
    pass
    AI named memgraph/odin 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 memgraph/odin. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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memgraph/odin — 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