RRepoGEO

REPOGEO REPORT · LITE

brianpetro/obsidian-smart-connections

Default branch main · commit 945da4f4 · scanned 5/21/2026, 9:41:54 AM

GitHub: 5,018 stars · 312 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
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 brianpetro/obsidian-smart-connections, 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 to clearly state what it is and for whom

    Why:

    CURRENT
    Save time* linking, tagging, and organizing:** Smart Connections finds relevant notes *so you don't have to!*
    COPY-PASTE FIX
    Smart Connections is an Obsidian plugin that uses AI embeddings to help you chat with your notes and automatically find semantically related content. It leverages local models or 100+ via APIs like Claude, Gemini, ChatGPT & Llama 3, making your personal knowledge base interactive and discoverable.
  • mediumreadme#2
    Add a clear statement about the project's license to the README

    Why:

    COPY-PASTE FIX
    This project is licensed under [Specify License Name(s) here, e.g., a custom license, or a combination of X and Y]. Please see the [LICENSE](LICENSE) file for full details.
  • mediumreadme#3
    Integrate more explicit 'chat with notes' keywords into the README

    Why:

    COPY-PASTE FIX
    Add a bullet point or expand on an existing one in the 'What Smart Connections does' section: '💬 **Chat with your notes:** Engage in direct conversations with your personal knowledge base using local or API-based language models.'

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 brianpetro/obsidian-smart-connections
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Obsidian
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Obsidian · recommended 1×
  2. blacksmithgu/obsidian-dataview · recommended 1×
  3. aidenlx/obsidian-text-analysis · recommended 1×
  4. brian-childress/obsidian-smart-connections · recommended 1×
  5. Mem.ai · recommended 1×
  • CATEGORY QUERY
    How to automatically find semantically related content within my personal knowledge base?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Dataview (blacksmithgu/obsidian-dataview)
    3. Text Analysis (aidenlx/obsidian-text-analysis)
    4. Smart Connections (brian-childress/obsidian-smart-connections)
    5. Mem.ai
    6. Logseq (logseq/logseq)
    7. Roam Research
    8. OpenAI Embeddings
    9. Cohere
    10. Hugging Face
    11. Pinecone
    12. Weaviate (weaviate/weaviate)
    13. Chroma (chroma-core/chroma)

    AI recommended 13 alternatives but never named brianpetro/obsidian-smart-connections. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow chatting with personal documents using local or API-based language models?
    you: not recommended
    AI recommended (in order):
    1. LlamaIndex
    2. LangChain
    3. Ollama
    4. PrivateGPT
    5. AnythingLLM
    6. DocsGPT

    AI recommended 6 alternatives but never named brianpetro/obsidian-smart-connections. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 brianpetro/obsidian-smart-connections?
    pass
    AI did not name brianpetro/obsidian-smart-connections — 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 brianpetro/obsidian-smart-connections in production, what risks or prerequisites should they evaluate first?
    pass
    AI named brianpetro/obsidian-smart-connections 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 brianpetro/obsidian-smart-connections solve, and who is the primary audience?
    pass
    AI did not name brianpetro/obsidian-smart-connections — 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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MARKDOWN (README)
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brianpetro/obsidian-smart-connections — 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